<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:news="http://www.google.com/schemas/sitemap-news/0.9" xmlns:xhtml="http://www.w3.org/1999/xhtml" xmlns:image="http://www.google.com/schemas/sitemap-image/1.1" xmlns:video="http://www.google.com/schemas/sitemap-video/1.1">
    
  <url>
    <loc>https://docs.instructorphp.com/cheatsheets/agent-ctrl</loc>
    <lastmod>2026-08-28T07:14:09.584Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cheatsheets/agents</loc>
    <lastmod>2026-08-28T07:14:09.587Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cheatsheets/config</loc>
    <lastmod>2026-08-28T07:14:09.585Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cheatsheets/contracts</loc>
    <lastmod>2026-08-28T07:14:09.583Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cheatsheets/dynamic</loc>
    <lastmod>2026-08-28T07:14:09.585Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cheatsheets/events</loc>
    <lastmod>2026-08-28T07:14:09.583Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cheatsheets/http-client</loc>
    <lastmod>2026-08-28T07:14:09.589Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cheatsheets/instructor</loc>
    <lastmod>2026-08-28T07:14:09.548Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cheatsheets/laravel</loc>
    <lastmod>2026-08-28T07:14:09.541Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cheatsheets/logging</loc>
    <lastmod>2026-08-28T07:14:09.542Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cheatsheets/messages</loc>
    <lastmod>2026-08-28T07:14:09.570Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cheatsheets/metrics</loc>
    <lastmod>2026-08-28T07:14:09.562Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cheatsheets/pipeline</loc>
    <lastmod>2026-08-28T07:14:09.545Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cheatsheets/polyglot</loc>
    <lastmod>2026-08-28T07:14:09.539Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cheatsheets/sandbox</loc>
    <lastmod>2026-08-28T07:14:09.544Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cheatsheets/schema</loc>
    <lastmod>2026-08-28T07:14:09.558Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cheatsheets/setup</loc>
    <lastmod>2026-08-28T07:14:09.542Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cheatsheets/stream</loc>
    <lastmod>2026-08-28T07:14:09.540Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cheatsheets/symfony</loc>
    <lastmod>2026-08-28T07:14:09.547Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cheatsheets/telemetry</loc>
    <lastmod>2026-08-28T07:14:09.511Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cheatsheets/templates</loc>
    <lastmod>2026-08-28T07:14:09.541Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cheatsheets/utils</loc>
    <lastmod>2026-08-28T07:14:09.557Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cheatsheets/xprompt</loc>
    <lastmod>2026-08-28T07:14:09.539Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A01_Basics/attributes</loc>
    <lastmod>2026-08-28T07:14:09.540Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A01_Basics/basic_use</loc>
    <lastmod>2026-08-28T07:14:09.564Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A01_Basics/basic_use_mixin</loc>
    <lastmod>2026-08-28T07:14:09.551Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A01_Basics/constructor_parameters</loc>
    <lastmod>2026-08-28T07:14:09.540Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A01_Basics/custom_validation</loc>
    <lastmod>2026-08-28T07:14:09.545Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A01_Basics/fluent_api</loc>
    <lastmod>2026-08-28T07:14:09.565Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A01_Basics/getters_and_setters</loc>
    <lastmod>2026-08-28T07:14:09.549Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A01_Basics/maybe</loc>
    <lastmod>2026-08-28T07:14:09.562Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A01_Basics/messages_api</loc>
    <lastmod>2026-08-28T07:14:09.512Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A01_Basics/mixed_type_property</loc>
    <lastmod>2026-08-28T07:14:09.563Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A01_Basics/modes</loc>
    <lastmod>2026-08-28T07:14:09.563Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A01_Basics/optional_fields</loc>
    <lastmod>2026-08-28T07:14:09.550Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A01_Basics/public_vs_private</loc>
    <lastmod>2026-08-28T07:14:09.565Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A01_Basics/self_correction</loc>
    <lastmod>2026-08-28T07:14:09.544Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A01_Basics/using_config</loc>
    <lastmod>2026-08-28T07:14:09.561Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A01_Basics/validation</loc>
    <lastmod>2026-08-28T07:14:09.548Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A01_Basics/validation_multifield</loc>
    <lastmod>2026-08-28T07:14:09.547Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A01_Basics/validation_with_llm</loc>
    <lastmod>2026-08-28T07:14:09.550Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A02_Advanced/config_providers</loc>
    <lastmod>2026-08-28T07:14:09.560Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A02_Advanced/context_cache_structured</loc>
    <lastmod>2026-08-28T07:14:09.566Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A02_Advanced/context_cache_structured_oai</loc>
    <lastmod>2026-08-28T07:14:09.560Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A02_Advanced/context_cache_structured_oai_responses</loc>
    <lastmod>2026-08-28T07:14:09.566Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A02_Advanced/custom_config</loc>
    <lastmod>2026-08-28T07:14:09.569Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A02_Advanced/custom_http_client</loc>
    <lastmod>2026-08-28T07:14:09.564Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A02_Advanced/custom_http_client_laravel</loc>
    <lastmod>2026-08-28T07:14:09.561Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A02_Advanced/custom_llm_with_dsn</loc>
    <lastmod>2026-08-28T07:14:09.549Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A02_Advanced/custom_prompts</loc>
    <lastmod>2026-08-28T07:14:09.566Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A02_Advanced/demonstrations</loc>
    <lastmod>2026-08-28T07:14:09.568Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A02_Advanced/function_calls</loc>
    <lastmod>2026-08-28T07:14:09.569Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A02_Advanced/manual_schemas</loc>
    <lastmod>2026-08-28T07:14:09.568Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A02_Advanced/partials</loc>
    <lastmod>2026-08-28T07:14:09.567Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A02_Advanced/scalars</loc>
    <lastmod>2026-08-28T07:14:09.567Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A02_Advanced/sequences</loc>
    <lastmod>2026-08-28T07:14:09.484Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A02_Advanced/streaming</loc>
    <lastmod>2026-08-28T07:14:09.476Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A02_Advanced/structures</loc>
    <lastmod>2026-08-28T07:14:09.477Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/cost_calculation</loc>
    <lastmod>2026-08-28T07:14:09.484Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/debugging</loc>
    <lastmod>2026-08-28T07:14:09.477Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/logging_laravel</loc>
    <lastmod>2026-08-28T07:14:09.481Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/logging_monolog</loc>
    <lastmod>2026-08-28T07:14:09.475Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/logging_psr</loc>
    <lastmod>2026-08-28T07:14:09.481Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/logging_symfony</loc>
    <lastmod>2026-08-28T07:14:09.489Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/observability_telemetry_mechanisms</loc>
    <lastmod>2026-08-28T07:14:09.488Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/on_event</loc>
    <lastmod>2026-08-28T07:14:09.492Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/settings</loc>
    <lastmod>2026-08-28T07:14:09.491Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/structured_output_eventlog_readback</loc>
    <lastmod>2026-08-28T07:14:09.473Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/structured_telemetry_langfuse</loc>
    <lastmod>2026-08-28T07:14:09.475Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/structured_telemetry_logfire</loc>
    <lastmod>2026-08-28T07:14:09.490Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/token_usage_events</loc>
    <lastmod>2026-08-28T07:14:09.480Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/wiretap</loc>
    <lastmod>2026-08-28T07:14:09.489Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/a21</loc>
    <lastmod>2026-08-28T07:14:09.491Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/anthropic</loc>
    <lastmod>2026-08-28T07:14:09.470Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/azure_openai</loc>
    <lastmod>2026-08-28T07:14:09.483Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/cerebras</loc>
    <lastmod>2026-08-28T07:14:09.492Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/cohere</loc>
    <lastmod>2026-08-28T07:14:09.476Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/deepseek</loc>
    <lastmod>2026-08-28T07:14:09.483Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/fireworks</loc>
    <lastmod>2026-08-28T07:14:09.490Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/google_gemini</loc>
    <lastmod>2026-08-28T07:14:09.474Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/google_gemini_oai</loc>
    <lastmod>2026-08-28T07:14:09.470Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/groq</loc>
    <lastmod>2026-08-28T07:14:09.490Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/huggingface</loc>
    <lastmod>2026-08-28T07:14:09.479Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/inception</loc>
    <lastmod>2026-08-28T07:14:09.473Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/meta</loc>
    <lastmod>2026-08-28T07:14:09.482Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/minimaxi</loc>
    <lastmod>2026-08-28T07:14:09.471Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/mistralai</loc>
    <lastmod>2026-08-28T07:14:09.476Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/moonshotai</loc>
    <lastmod>2026-08-28T07:14:09.474Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/ollama</loc>
    <lastmod>2026-08-28T07:14:09.482Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/openai</loc>
    <lastmod>2026-08-28T07:14:09.479Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/openai-responses</loc>
    <lastmod>2026-08-28T07:14:09.485Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/openrouter</loc>
    <lastmod>2026-08-28T07:14:09.478Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/perplexity</loc>
    <lastmod>2026-08-28T07:14:09.480Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/qwen</loc>
    <lastmod>2026-08-28T07:14:09.472Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/sambanova</loc>
    <lastmod>2026-08-28T07:14:09.468Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/togetherai</loc>
    <lastmod>2026-08-28T07:14:09.472Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A04_APISupport/xai</loc>
    <lastmod>2026-08-28T07:14:09.468Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A05_Extras/complex_extraction</loc>
    <lastmod>2026-08-28T07:14:09.478Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A05_Extras/complex_extraction_claude</loc>
    <lastmod>2026-08-28T07:14:09.469Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A05_Extras/complex_extraction_cohere</loc>
    <lastmod>2026-08-28T07:14:09.469Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A05_Extras/complex_extraction_gemini</loc>
    <lastmod>2026-08-28T07:14:09.485Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A05_Extras/cost_calculation_structured</loc>
    <lastmod>2026-08-28T07:14:09.467Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A05_Extras/custom_extractor</loc>
    <lastmod>2026-08-28T07:14:09.470Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A05_Extras/image_car_damage</loc>
    <lastmod>2026-08-28T07:14:09.471Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A05_Extras/image_to_data</loc>
    <lastmod>2026-08-28T07:14:09.481Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A05_Extras/image_to_data_anthropic</loc>
    <lastmod>2026-08-28T07:14:09.390Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A05_Extras/image_to_data_gemini</loc>
    <lastmod>2026-08-28T07:14:09.408Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A05_Extras/json_schema</loc>
    <lastmod>2026-08-28T07:14:09.382Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A05_Extras/output_format_array</loc>
    <lastmod>2026-08-28T07:14:09.407Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A05_Extras/output_format_instance_of</loc>
    <lastmod>2026-08-28T07:14:09.386Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A05_Extras/output_format_streaming</loc>
    <lastmod>2026-08-28T07:14:09.412Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A05_Extras/pure_array_processing</loc>
    <lastmod>2026-08-28T07:14:09.381Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A05_Extras/schema</loc>
    <lastmod>2026-08-28T07:14:09.408Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A05_Extras/schema_dynamic</loc>
    <lastmod>2026-08-28T07:14:09.401Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A05_Extras/streaming_structured_openai_responses</loc>
    <lastmod>2026-08-28T07:14:09.384Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A05_Extras/structured_input</loc>
    <lastmod>2026-08-28T07:14:09.409Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A05_Extras/structured_output_validation_loop</loc>
    <lastmod>2026-08-28T07:14:09.412Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A05_Extras/transcription_to_tasks</loc>
    <lastmod>2026-08-28T07:14:09.381Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A05_Extras/translate_ui_fields</loc>
    <lastmod>2026-08-28T07:14:09.383Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/A05_Extras/web_to_objects</loc>
    <lastmod>2026-08-28T07:14:09.379Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B01_LLM/inference</loc>
    <lastmod>2026-08-28T07:14:09.389Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B01_LLM/llm_json</loc>
    <lastmod>2026-08-28T07:14:09.389Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B01_LLM/llm_json_schema</loc>
    <lastmod>2026-08-28T07:14:09.384Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B01_LLM/llm_md_json</loc>
    <lastmod>2026-08-28T07:14:09.410Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B01_LLM/llm_tools</loc>
    <lastmod>2026-08-28T07:14:09.377Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B01_LLM/llm_with_schema_helper</loc>
    <lastmod>2026-08-28T07:14:09.383Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B01_LLM/llm_with_tools_helper</loc>
    <lastmod>2026-08-28T07:14:09.409Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/context_cache_llm</loc>
    <lastmod>2026-08-28T07:14:09.378Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/context_cache_llm_oai</loc>
    <lastmod>2026-08-28T07:14:09.388Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/custom_embeddings_config</loc>
    <lastmod>2026-08-28T07:14:09.404Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/custom_llm_driver</loc>
    <lastmod>2026-08-28T07:14:09.380Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/custom_llm_via_dsn</loc>
    <lastmod>2026-08-28T07:14:09.410Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/embed_utils</loc>
    <lastmod>2026-08-28T07:14:09.403Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/embeddings</loc>
    <lastmod>2026-08-28T07:14:09.403Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/http_client</loc>
    <lastmod>2026-08-28T07:14:09.398Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/llm_config_providers</loc>
    <lastmod>2026-08-28T07:14:09.379Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/llm_custom_config</loc>
    <lastmod>2026-08-28T07:14:09.385Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/parallel_calls</loc>
    <lastmod>2026-08-28T07:14:09.405Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/reasoning_content</loc>
    <lastmod>2026-08-28T07:14:09.402Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B03_LLMTroubleshooting/http_debug</loc>
    <lastmod>2026-08-28T07:14:09.378Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B03_LLMTroubleshooting/inference_eventlog_readback</loc>
    <lastmod>2026-08-28T07:14:09.386Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B03_LLMTroubleshooting/llm_logging_laravel_embeddings</loc>
    <lastmod>2026-08-28T07:14:09.413Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B03_LLMTroubleshooting/llm_logging_laravel_inference</loc>
    <lastmod>2026-08-28T07:14:09.407Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B03_LLMTroubleshooting/llm_logging_monolog</loc>
    <lastmod>2026-08-28T07:14:09.405Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B03_LLMTroubleshooting/llm_logging_symfony</loc>
    <lastmod>2026-08-28T07:14:09.382Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B03_LLMTroubleshooting/llm_telemetry_langfuse</loc>
    <lastmod>2026-08-28T07:14:09.387Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B03_LLMTroubleshooting/llm_telemetry_logfire</loc>
    <lastmod>2026-08-28T07:14:09.405Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B03_LLMTroubleshooting/llm_telemetry_streaming_langfuse</loc>
    <lastmod>2026-08-28T07:14:09.388Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B03_LLMTroubleshooting/llm_telemetry_streaming_logfire</loc>
    <lastmod>2026-08-28T07:14:09.377Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_a21</loc>
    <lastmod>2026-08-28T07:14:09.387Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_anthropic</loc>
    <lastmod>2026-08-28T07:14:09.380Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_azure_openai</loc>
    <lastmod>2026-08-28T07:14:09.381Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_cerebras</loc>
    <lastmod>2026-08-28T07:14:09.402Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_cohere</loc>
    <lastmod>2026-08-28T07:14:09.404Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_deepseek</loc>
    <lastmod>2026-08-28T07:14:09.385Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_fireworks</loc>
    <lastmod>2026-08-28T07:14:09.326Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_google_gemini</loc>
    <lastmod>2026-08-28T07:14:09.322Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_google_gemini_oai</loc>
    <lastmod>2026-08-28T07:14:09.323Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_groq</loc>
    <lastmod>2026-08-28T07:14:09.325Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_inception</loc>
    <lastmod>2026-08-28T07:14:09.317Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_meta</loc>
    <lastmod>2026-08-28T07:14:09.327Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_minimaxi</loc>
    <lastmod>2026-08-28T07:14:09.320Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_mistralai</loc>
    <lastmod>2026-08-28T07:14:09.328Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_moonshotai</loc>
    <lastmod>2026-08-28T07:14:09.317Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_ollama</loc>
    <lastmod>2026-08-28T07:14:09.318Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_openai</loc>
    <lastmod>2026-08-28T07:14:09.315Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_openai-responses</loc>
    <lastmod>2026-08-28T07:14:09.322Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_openrouter</loc>
    <lastmod>2026-08-28T07:14:09.324Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_perplexity</loc>
    <lastmod>2026-08-28T07:14:09.324Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_qwen</loc>
    <lastmod>2026-08-28T07:14:09.324Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_sambanova</loc>
    <lastmod>2026-08-28T07:14:09.319Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_togetherai</loc>
    <lastmod>2026-08-28T07:14:09.325Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_xai</loc>
    <lastmod>2026-08-28T07:14:09.336Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B05_LLMExtras/chat_with_many_participants</loc>
    <lastmod>2026-08-28T07:14:09.336Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B05_LLMExtras/chat_with_summary</loc>
    <lastmod>2026-08-28T07:14:09.335Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B05_LLMExtras/cost_calculation_inference</loc>
    <lastmod>2026-08-28T07:14:09.330Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B05_LLMExtras/image_data</loc>
    <lastmod>2026-08-28T07:14:09.329Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B05_LLMExtras/metrics_streaming</loc>
    <lastmod>2026-08-28T07:14:09.314Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B05_LLMExtras/prompt_templates</loc>
    <lastmod>2026-08-28T07:14:09.311Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B05_LLMExtras/streaming_inference_openai_responses</loc>
    <lastmod>2026-08-28T07:14:09.320Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B05_LLMExtras/summary_with_llm</loc>
    <lastmod>2026-08-28T07:14:09.316Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B05_LLMExtras/tool_use</loc>
    <lastmod>2026-08-28T07:14:09.319Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/B05_LLMExtras/tool_use_react</loc>
    <lastmod>2026-08-28T07:14:09.315Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/C01_Http/http_client_basics</loc>
    <lastmod>2026-08-28T07:14:09.312Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/C01_Http/http_client_pool_basics</loc>
    <lastmod>2026-08-28T07:14:09.313Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/C01_Http/http_client_stream_capture</loc>
    <lastmod>2026-08-28T07:14:09.316Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/C01_Http/http_client_streaming_basics</loc>
    <lastmod>2026-08-28T07:14:09.317Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/C01_Http/http_middleware_hooks</loc>
    <lastmod>2026-08-28T07:14:09.311Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/C01_Http/http_middleware_stream</loc>
    <lastmod>2026-08-28T07:14:09.312Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/C01_Http/http_middleware_sync</loc>
    <lastmod>2026-08-28T07:14:09.313Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D01_Agents/agent_describe</loc>
    <lastmod>2026-08-28T07:14:09.327Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D01_Agents/agent_loop_bash_tool</loc>
    <lastmod>2026-08-28T07:14:09.332Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D01_Agents/agent_loop_context_compiler</loc>
    <lastmod>2026-08-28T07:14:09.331Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D01_Agents/agent_loop_custom_tool</loc>
    <lastmod>2026-08-28T07:14:09.331Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D01_Agents/agent_loop_events</loc>
    <lastmod>2026-08-28T07:14:09.314Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D01_Agents/agent_loop_execute</loc>
    <lastmod>2026-08-28T07:14:09.323Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D01_Agents/agent_loop_hooks</loc>
    <lastmod>2026-08-28T07:14:09.337Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D01_Agents/agent_loop_iterate</loc>
    <lastmod>2026-08-28T07:14:09.330Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D01_Agents/agent_loop_multi_execution</loc>
    <lastmod>2026-08-28T07:14:09.329Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D01_Agents/agent_loop_stop_conditions</loc>
    <lastmod>2026-08-28T07:14:09.326Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D02_AgentBuilder/agent_basic</loc>
    <lastmod>2026-08-28T07:14:09.337Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D02_AgentBuilder/agent_derived_prompt</loc>
    <lastmod>2026-08-28T07:14:09.321Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D02_AgentBuilder/agent_file_system</loc>
    <lastmod>2026-08-28T07:14:09.338Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D02_AgentBuilder/agent_hooks</loc>
    <lastmod>2026-08-28T07:14:09.328Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D02_AgentBuilder/agent_planning_subagent</loc>
    <lastmod>2026-08-28T07:14:09.318Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D02_AgentBuilder/agent_retrospective</loc>
    <lastmod>2026-08-28T07:14:09.245Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D02_AgentBuilder/agent_search</loc>
    <lastmod>2026-08-28T07:14:09.223Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D02_AgentBuilder/agent_self_critique</loc>
    <lastmod>2026-08-28T07:14:09.219Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D02_AgentBuilder/agent_self_description</loc>
    <lastmod>2026-08-28T07:14:09.220Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D02_AgentBuilder/agent_self_knowledge</loc>
    <lastmod>2026-08-28T07:14:09.258Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D02_AgentBuilder/agent_skills</loc>
    <lastmod>2026-08-28T07:14:09.227Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D02_AgentBuilder/agent_structured_output</loc>
    <lastmod>2026-08-28T07:14:09.258Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D02_AgentBuilder/agent_subagents</loc>
    <lastmod>2026-08-28T07:14:09.250Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D03_AgentTemplates/agent_definition_round_trip</loc>
    <lastmod>2026-08-28T07:14:09.227Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D03_AgentTemplates/agent_definition_tools</loc>
    <lastmod>2026-08-28T07:14:09.257Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D03_AgentTemplates/coding_agent_creates_example</loc>
    <lastmod>2026-08-28T07:14:09.220Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D03_AgentTemplates/composer_capability_discovery</loc>
    <lastmod>2026-08-28T07:14:09.229Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D03_AgentTemplates/template_from_definition</loc>
    <lastmod>2026-08-28T07:14:09.252Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D03_AgentTemplates/template_from_markdown</loc>
    <lastmod>2026-08-28T07:14:09.228Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D03_AgentTemplates/template_from_yaml</loc>
    <lastmod>2026-08-28T07:14:09.254Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D03_AgentTemplates/template_override_seed_state</loc>
    <lastmod>2026-08-28T07:14:09.225Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D03_AgentTemplates/template_with_tools_and_capabilities</loc>
    <lastmod>2026-08-28T07:14:09.221Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D04_AgentSessions/session_conflict_handling</loc>
    <lastmod>2026-08-28T07:14:09.228Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D04_AgentSessions/session_create_and_persist</loc>
    <lastmod>2026-08-28T07:14:09.222Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D04_AgentSessions/session_fork_action</loc>
    <lastmod>2026-08-28T07:14:09.250Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D04_AgentSessions/session_runtime_execute_action</loc>
    <lastmod>2026-08-28T07:14:09.222Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D04_AgentSessions/session_runtime_hooks</loc>
    <lastmod>2026-08-28T07:14:09.254Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D04_AgentSessions/session_runtime_read_apis</loc>
    <lastmod>2026-08-28T07:14:09.261Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D04_AgentSessions/session_send_message_action</loc>
    <lastmod>2026-08-28T07:14:09.226Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D05_AgentTroubleshooting/agent_eventlog_readback</loc>
    <lastmod>2026-08-28T07:14:09.260Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D05_AgentTroubleshooting/agent_subagent_telemetry_langfuse</loc>
    <lastmod>2026-08-28T07:14:09.256Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D05_AgentTroubleshooting/agent_subagent_telemetry_logfire</loc>
    <lastmod>2026-08-28T07:14:09.257Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D05_AgentTroubleshooting/agent_telemetry_langfuse</loc>
    <lastmod>2026-08-28T07:14:09.251Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D05_AgentTroubleshooting/agent_telemetry_logfire</loc>
    <lastmod>2026-08-28T07:14:09.253Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_assertions</loc>
    <lastmod>2026-08-28T07:14:09.255Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_cases</loc>
    <lastmod>2026-08-28T07:14:09.225Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_discovery_and_cli</loc>
    <lastmod>2026-08-28T07:14:09.263Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_judge</loc>
    <lastmod>2026-08-28T07:14:09.262Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_judging_agent</loc>
    <lastmod>2026-08-28T07:14:09.264Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_judging_agent_live</loc>
    <lastmod>2026-08-28T07:14:09.221Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_overview</loc>
    <lastmod>2026-08-28T07:14:09.244Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_repeated_judging</loc>
    <lastmod>2026-08-28T07:14:09.224Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_reporters</loc>
    <lastmod>2026-08-28T07:14:09.224Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_targets</loc>
    <lastmod>2026-08-28T07:14:09.260Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_test_suites</loc>
    <lastmod>2026-08-28T07:14:09.226Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_trace_policies</loc>
    <lastmod>2026-08-28T07:14:09.259Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/running_agent_evals</loc>
    <lastmod>2026-08-28T07:14:09.263Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_basic</loc>
    <lastmod>2026-08-28T07:14:09.259Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_eventlog_readback</loc>
    <lastmod>2026-08-28T07:14:09.255Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_events</loc>
    <lastmod>2026-08-28T07:14:09.256Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_streaming</loc>
    <lastmod>2026-08-28T07:14:09.224Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_switching</loc>
    <lastmod>2026-08-28T07:14:09.261Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_telemetry_langfuse</loc>
    <lastmod>2026-08-28T07:14:09.262Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_telemetry_logfire</loc>
    <lastmod>2026-08-28T07:14:09.223Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/claude_code_basic</loc>
    <lastmod>2026-08-28T07:14:09.264Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/claude_code_search</loc>
    <lastmod>2026-08-28T07:14:09.174Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/codex_basic</loc>
    <lastmod>2026-08-28T07:14:09.183Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/codex_streaming</loc>
    <lastmod>2026-08-28T07:14:09.170Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/gemini_basic</loc>
    <lastmod>2026-08-28T07:14:09.171Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/gemini_streaming</loc>
    <lastmod>2026-08-28T07:14:09.171Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/opencode_basic</loc>
    <lastmod>2026-08-28T07:14:09.182Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/opencode_streaming</loc>
    <lastmod>2026-08-28T07:14:09.167Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/pi_basic</loc>
    <lastmod>2026-08-28T07:14:09.169Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/pi_streaming</loc>
    <lastmod>2026-08-28T07:14:09.174Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_agent_capabilities</loc>
    <lastmod>2026-08-28T07:14:09.177Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_branch_configuration</loc>
    <lastmod>2026-08-28T07:14:09.184Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_branch_workflow</loc>
    <lastmod>2026-08-28T07:14:09.165Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_context_lifecycle</loc>
    <lastmod>2026-08-28T07:14:09.168Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_controlled_run</loc>
    <lastmod>2026-08-28T07:14:09.170Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_deterministic_testing</loc>
    <lastmod>2026-08-28T07:14:09.163Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_durable_conversation</loc>
    <lastmod>2026-08-28T07:14:09.183Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_external_protocol</loc>
    <lastmod>2026-08-28T07:14:09.181Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_modular_host</loc>
    <lastmod>2026-08-28T07:14:09.182Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_observable_run</loc>
    <lastmod>2026-08-28T07:14:09.169Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_persistent_shell_jobs</loc>
    <lastmod>2026-08-28T07:14:09.166Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_reasoning_configuration</loc>
    <lastmod>2026-08-28T07:14:09.164Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_stateless_run</loc>
    <lastmod>2026-08-28T07:14:09.161Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_transient_experiment</loc>
    <lastmod>2026-08-28T07:14:09.172Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_host_ls</loc>
    <lastmod>2026-08-28T07:14:09.162Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_run_php_script</loc>
    <lastmod>2026-08-28T07:14:09.164Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_streaming_output</loc>
    <lastmod>2026-08-28T07:14:09.159Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_timeout_guard</loc>
    <lastmod>2026-08-28T07:14:09.166Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_bubblewrap_echo</loc>
    <lastmod>2026-08-28T07:14:09.159Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_docker_echo</loc>
    <lastmod>2026-08-28T07:14:09.176Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_firejail_echo</loc>
    <lastmod>2026-08-28T07:14:09.162Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_host_echo</loc>
    <lastmod>2026-08-28T07:14:09.177Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_podman_echo</loc>
    <lastmod>2026-08-28T07:14:09.167Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/assign_role</loc>
    <lastmod>2026-08-28T07:14:09.173Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/auto_refine</loc>
    <lastmod>2026-08-28T07:14:09.165Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/clarify_ambiguity</loc>
    <lastmod>2026-08-28T07:14:09.182Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/define_style</loc>
    <lastmod>2026-08-28T07:14:09.172Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/emotional_stimuli</loc>
    <lastmod>2026-08-28T07:14:09.161Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/follow_up_questions</loc>
    <lastmod>2026-08-28T07:14:09.158Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/repeat_query</loc>
    <lastmod>2026-08-28T07:14:09.178Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/simulate_perspective</loc>
    <lastmod>2026-08-28T07:14:09.175Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/consistency_based_examples</loc>
    <lastmod>2026-08-28T07:14:09.160Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/example_ordering</loc>
    <lastmod>2026-08-28T07:14:09.169Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/in_context_examples</loc>
    <lastmod>2026-08-28T07:14:09.130Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/select_effective_samples</loc>
    <lastmod>2026-08-28T07:14:09.163Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/analogical_prompting</loc>
    <lastmod>2026-08-28T07:14:09.160Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/automate_selection</loc>
    <lastmod>2026-08-28T07:14:09.175Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/complex_examples</loc>
    <lastmod>2026-08-28T07:14:09.161Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/examine_context</loc>
    <lastmod>2026-08-28T07:14:09.176Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/higher_level_context</loc>
    <lastmod>2026-08-28T07:14:09.168Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/incorrect_examples</loc>
    <lastmod>2026-08-28T07:14:09.173Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/majority_voting</loc>
    <lastmod>2026-08-28T07:14:09.077Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/prompt_variations</loc>
    <lastmod>2026-08-28T07:14:09.085Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/structure_reasoning</loc>
    <lastmod>2026-08-28T07:14:09.100Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/uncertain_examples</loc>
    <lastmod>2026-08-28T07:14:09.081Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/combine_reasoning_chains</loc>
    <lastmod>2026-08-28T07:14:09.079Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/combine_responses</loc>
    <lastmod>2026-08-28T07:14:09.086Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/combine_specialized_llms</loc>
    <lastmod>2026-08-28T07:14:09.099Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/consistent_examples</loc>
    <lastmod>2026-08-28T07:14:09.087Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/distinct_examples</loc>
    <lastmod>2026-08-28T07:14:09.076Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/ensemble_test_prompts</loc>
    <lastmod>2026-08-28T07:14:09.097Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/multiple_candidates</loc>
    <lastmod>2026-08-28T07:14:09.079Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/task_specific_evals</loc>
    <lastmod>2026-08-28T07:14:09.103Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/translation_paraphrasing</loc>
    <lastmod>2026-08-28T07:14:09.100Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/verify_majority_voting</loc>
    <lastmod>2026-08-28T07:14:09.105Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/break_down_reasoning</loc>
    <lastmod>2026-08-28T07:14:09.080Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/determine_uncertainty</loc>
    <lastmod>2026-08-28T07:14:09.087Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/improve_with_feedback</loc>
    <lastmod>2026-08-28T07:14:09.084Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/reconstruct_prompt</loc>
    <lastmod>2026-08-28T07:14:09.082Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/self_verify</loc>
    <lastmod>2026-08-28T07:14:09.101Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/verify_independently</loc>
    <lastmod>2026-08-28T07:14:09.091Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z06_Decomposition/break_down_complexity</loc>
    <lastmod>2026-08-28T07:14:09.090Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z06_Decomposition/ditch_vanilla_cot</loc>
    <lastmod>2026-08-28T07:14:09.085Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z06_Decomposition/generate_code</loc>
    <lastmod>2026-08-28T07:14:09.083Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z06_Decomposition/generate_in_parallel</loc>
    <lastmod>2026-08-28T07:14:09.082Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z06_Decomposition/solve_simpler_subtasks</loc>
    <lastmod>2026-08-28T07:14:09.085Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z06_Decomposition/task_specific_systems</loc>
    <lastmod>2026-08-28T07:14:09.093Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z07_Misc/arbitrary_properties</loc>
    <lastmod>2026-08-28T07:14:09.092Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z07_Misc/arbitrary_properties_consistent</loc>
    <lastmod>2026-08-28T07:14:09.084Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z07_Misc/chain_of_summaries</loc>
    <lastmod>2026-08-28T07:14:09.089Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z07_Misc/chain_of_thought</loc>
    <lastmod>2026-08-28T07:14:09.101Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z07_Misc/classification</loc>
    <lastmod>2026-08-28T07:14:09.081Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z07_Misc/classification_multiclass</loc>
    <lastmod>2026-08-28T07:14:09.104Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z07_Misc/component_reuse</loc>
    <lastmod>2026-08-28T07:14:09.088Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z07_Misc/component_reuse_cot</loc>
    <lastmod>2026-08-28T07:14:09.089Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z07_Misc/entity_relationships</loc>
    <lastmod>2026-08-28T07:14:09.091Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z07_Misc/handling_errors</loc>
    <lastmod>2026-08-28T07:14:09.102Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z07_Misc/limiting_lists</loc>
    <lastmod>2026-08-28T07:14:09.078Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z07_Misc/reflection_prompting</loc>
    <lastmod>2026-08-28T07:14:09.077Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z07_Misc/restate_instructions</loc>
    <lastmod>2026-08-28T07:14:09.092Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z07_Misc/rewrite_instructions</loc>
    <lastmod>2026-08-28T07:14:09.080Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z07_Misc/search_query_expansion</loc>
    <lastmod>2026-08-28T07:14:09.098Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z07_Misc/summary_with_keywords</loc>
    <lastmod>2026-08-28T07:14:09.078Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/features</loc>
    <lastmod>2026-08-28T07:14:09.093Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/getting-started</loc>
    <lastmod>2026-08-28T07:14:09.080Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com</loc>
    <lastmod>2026-08-28T07:14:09.090Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agent-ctrl/1-overview</loc>
    <lastmod>2026-08-28T07:27:00.028Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agent-ctrl/10-opencode-bridge</loc>
    <lastmod>2026-08-28T07:27:00.030Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agent-ctrl/11-pi-bridge</loc>
    <lastmod>2026-08-28T07:27:00.022Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agent-ctrl/12-gemini-bridge</loc>
    <lastmod>2026-08-28T07:27:00.022Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agent-ctrl/2-getting-started</loc>
    <lastmod>2026-08-28T07:27:00.023Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agent-ctrl/3-streaming</loc>
    <lastmod>2026-08-28T07:27:00.025Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agent-ctrl/4-session-management</loc>
    <lastmod>2026-08-28T07:27:00.029Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agent-ctrl/5-agent-options</loc>
    <lastmod>2026-08-28T07:27:00.024Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agent-ctrl/6-response-object</loc>
    <lastmod>2026-08-28T07:27:00.020Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agent-ctrl/7-troubleshooting</loc>
    <lastmod>2026-08-28T07:27:00.021Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agent-ctrl/8-claude-code-bridge</loc>
    <lastmod>2026-08-28T07:27:00.021Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agent-ctrl/9-codex-bridge</loc>
    <lastmod>2026-08-28T07:27:00.026Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agent-ctrl/testing-doubles</loc>
    <lastmod>2026-08-28T07:14:00.677Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/01-introduction</loc>
    <lastmod>2026-08-28T07:27:00.025Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/02-basic-agent</loc>
    <lastmod>2026-08-28T07:27:00.023Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/03-basic-concepts</loc>
    <lastmod>2026-08-28T07:27:00.024Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/04-controlling-the-loop</loc>
    <lastmod>2026-08-28T07:27:00.029Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/05-tools</loc>
    <lastmod>2026-08-28T07:27:00.027Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/06-building-tools</loc>
    <lastmod>2026-08-28T07:27:00.027Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/07-context-and-compilers</loc>
    <lastmod>2026-08-28T07:27:00.028Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/08-hooks</loc>
    <lastmod>2026-08-28T07:26:53.406Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/09-stop-conditions</loc>
    <lastmod>2026-08-28T07:26:53.409Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/10-testing</loc>
    <lastmod>2026-08-28T07:26:53.403Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/11-state-internals</loc>
    <lastmod>2026-08-28T07:26:53.412Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/12-tool-calling-internals</loc>
    <lastmod>2026-08-28T07:26:53.407Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/13-agent-builder</loc>
    <lastmod>2026-08-28T07:26:53.400Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/14-agent-templates</loc>
    <lastmod>2026-08-28T07:26:53.404Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/15-subagents</loc>
    <lastmod>2026-08-28T07:26:53.420Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/16-session-runtime</loc>
    <lastmod>2026-08-28T07:26:53.399Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/17-building-tools-advanced</loc>
    <lastmod>2026-08-28T07:26:53.397Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/18-observing-agent-execution</loc>
    <lastmod>2026-08-28T07:26:53.411Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/19-skills</loc>
    <lastmod>2026-08-28T07:26:53.414Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/20-self-knowledge</loc>
    <lastmod>2026-08-28T07:26:53.421Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/21-evals</loc>
    <lastmod>2026-08-28T07:26:53.400Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/22-eval-assertions</loc>
    <lastmod>2026-08-28T07:26:53.408Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/23-eval-judges</loc>
    <lastmod>2026-08-28T07:26:53.396Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/24-eval-traces-and-artifacts</loc>
    <lastmod>2026-08-28T07:26:53.409Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/25-running-evals</loc>
    <lastmod>2026-08-28T07:26:53.422Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/agents/testing-doubles</loc>
    <lastmod>2026-08-28T07:14:00.607Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/http/1-overview</loc>
    <lastmod>2026-08-28T07:26:53.403Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/http/10-middleware</loc>
    <lastmod>2026-08-28T07:26:53.413Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/http/2-getting-started</loc>
    <lastmod>2026-08-28T07:26:53.420Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/http/3-making-requests</loc>
    <lastmod>2026-08-28T07:26:53.423Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/http/4-handling-responses</loc>
    <lastmod>2026-08-28T07:26:53.413Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/http/5-streaming-responses</loc>
    <lastmod>2026-08-28T07:26:53.411Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/http/6-pooling</loc>
    <lastmod>2026-08-28T07:26:53.406Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/http/7-changing-client</loc>
    <lastmod>2026-08-28T07:26:53.410Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/http/8-changing-client-config</loc>
    <lastmod>2026-08-28T07:26:53.395Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/http/9-1-custom-clients</loc>
    <lastmod>2026-08-28T07:26:53.395Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/http/testing-doubles</loc>
    <lastmod>2026-08-28T07:26:53.405Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages</loc>
    <lastmod>2026-08-28T07:13:54.326Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/advanced/function_calls</loc>
    <lastmod>2026-08-28T07:26:53.399Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/advanced/json_extraction</loc>
    <lastmod>2026-08-28T07:26:53.422Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/advanced/manual_schemas</loc>
    <lastmod>2026-08-28T07:26:53.401Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/advanced/model_options</loc>
    <lastmod>2026-08-28T07:26:53.412Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/advanced/output_formats</loc>
    <lastmod>2026-08-28T07:26:53.398Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/advanced/partials</loc>
    <lastmod>2026-08-28T07:26:53.416Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/advanced/prompts</loc>
    <lastmod>2026-08-28T07:26:53.397Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/advanced/sequences</loc>
    <lastmod>2026-08-28T07:26:53.402Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/advanced/structure-to-structure</loc>
    <lastmod>2026-08-28T07:26:53.408Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/advanced/structures</loc>
    <lastmod>2026-08-28T07:26:53.406Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/cli_tools</loc>
    <lastmod>2026-08-28T07:13:54.335Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/concepts/overview</loc>
    <lastmod>2026-08-28T07:26:53.394Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/concepts/why</loc>
    <lastmod>2026-08-28T07:26:53.414Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/essentials/configuration</loc>
    <lastmod>2026-08-28T07:26:53.415Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/essentials/customize_prompts</loc>
    <lastmod>2026-08-28T07:26:53.415Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/essentials/data_model</loc>
    <lastmod>2026-08-28T07:26:53.396Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/essentials/demonstrations</loc>
    <lastmod>2026-08-28T07:26:53.421Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/essentials/modes</loc>
    <lastmod>2026-08-28T07:26:53.401Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/essentials/scalars</loc>
    <lastmod>2026-08-28T07:26:53.410Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/essentials/usage</loc>
    <lastmod>2026-08-28T07:26:53.398Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/essentials/validation</loc>
    <lastmod>2026-08-28T07:26:53.404Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/internals/config_files</loc>
    <lastmod>2026-08-28T07:26:53.402Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/internals/configuration_path</loc>
    <lastmod>2026-08-28T07:26:46.783Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/internals/debugging</loc>
    <lastmod>2026-08-28T07:26:46.781Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/internals/environment</loc>
    <lastmod>2026-08-28T07:26:46.792Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/internals/events</loc>
    <lastmod>2026-08-28T07:26:46.790Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/internals/instructor</loc>
    <lastmod>2026-08-28T07:26:46.794Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/internals/lifecycle</loc>
    <lastmod>2026-08-28T07:26:46.789Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/internals/response_models</loc>
    <lastmod>2026-08-28T07:26:46.782Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/internals/settings_class</loc>
    <lastmod>2026-08-28T07:26:46.794Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/introduction</loc>
    <lastmod>2026-08-28T07:26:46.796Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/misc/contributing</loc>
    <lastmod>2026-08-28T07:13:54.333Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/misc/help</loc>
    <lastmod>2026-08-28T07:13:54.320Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/misc/llm_providers</loc>
    <lastmod>2026-08-28T07:26:46.795Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/misc/philosophy</loc>
    <lastmod>2026-08-28T07:13:54.337Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/quickstart</loc>
    <lastmod>2026-08-28T07:26:46.777Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/setup</loc>
    <lastmod>2026-08-28T07:26:46.778Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/techniques/classification</loc>
    <lastmod>2026-08-28T07:26:46.777Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/techniques/prompting</loc>
    <lastmod>2026-08-28T07:26:46.787Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/techniques/search</loc>
    <lastmod>2026-08-28T07:26:46.781Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/testing-doubles</loc>
    <lastmod>2026-08-28T07:26:46.791Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/instructor/upgrade</loc>
    <lastmod>2026-08-28T07:26:46.807Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/laravel/advanced</loc>
    <lastmod>2026-08-28T07:26:46.806Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/laravel/agents</loc>
    <lastmod>2026-08-28T07:26:46.805Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/laravel/commands</loc>
    <lastmod>2026-08-28T07:26:46.775Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/laravel/configuration</loc>
    <lastmod>2026-08-28T07:26:46.793Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/laravel/events</loc>
    <lastmod>2026-08-28T07:26:46.786Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/laravel/facades</loc>
    <lastmod>2026-08-28T07:26:46.796Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/laravel</loc>
    <lastmod>2026-08-28T07:26:46.789Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/laravel/installation</loc>
    <lastmod>2026-08-28T07:26:46.780Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/laravel/native-agents</loc>
    <lastmod>2026-08-28T07:26:46.774Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/laravel/response-models</loc>
    <lastmod>2026-08-28T07:26:46.797Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/laravel/testing</loc>
    <lastmod>2026-08-28T07:26:46.798Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/laravel/troubleshooting</loc>
    <lastmod>2026-08-28T07:26:46.785Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/advanced/connection-mgmt</loc>
    <lastmod>2026-08-28T07:26:46.788Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/advanced/context-caching</loc>
    <lastmod>2026-08-28T07:26:46.808Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/advanced/custom-config</loc>
    <lastmod>2026-08-28T07:26:46.808Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/advanced/custom-http-client</loc>
    <lastmod>2026-08-28T07:26:46.773Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/advanced/extending</loc>
    <lastmod>2026-08-28T07:26:46.800Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/advanced/json-schema</loc>
    <lastmod>2026-08-28T07:26:46.799Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/embeddings/optimization</loc>
    <lastmod>2026-08-28T07:26:46.784Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/embeddings/overview</loc>
    <lastmod>2026-08-28T07:26:46.792Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/embeddings/work-with-embeddings</loc>
    <lastmod>2026-08-28T07:26:46.776Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/essentials/creating-requests</loc>
    <lastmod>2026-08-28T07:26:46.732Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/essentials/inference-class</loc>
    <lastmod>2026-08-28T07:26:46.779Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/essentials/overview</loc>
    <lastmod>2026-08-28T07:26:46.775Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/essentials/request-options</loc>
    <lastmod>2026-08-28T07:26:46.731Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/essentials/response-handling</loc>
    <lastmod>2026-08-28T07:26:46.800Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/internals/adapters</loc>
    <lastmod>2026-08-28T07:26:46.772Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/internals/configuration</loc>
    <lastmod>2026-08-28T07:26:46.779Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/internals/events</loc>
    <lastmod>2026-08-28T07:26:46.798Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/internals/http-client</loc>
    <lastmod>2026-08-28T07:26:46.783Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/internals/lifecycle</loc>
    <lastmod>2026-08-28T07:26:46.806Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/internals/overview</loc>
    <lastmod>2026-08-28T07:26:46.785Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/internals/providers</loc>
    <lastmod>2026-08-28T07:26:46.787Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/internals/public-api</loc>
    <lastmod>2026-08-28T07:26:42.344Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/internals/request-response</loc>
    <lastmod>2026-08-28T07:26:42.342Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/modes/json</loc>
    <lastmod>2026-08-28T07:26:42.320Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/modes/json-schema</loc>
    <lastmod>2026-08-28T07:26:42.331Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/modes/md-json</loc>
    <lastmod>2026-08-28T07:13:49.002Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/modes/overview</loc>
    <lastmod>2026-08-28T07:13:48.979Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/modes/text</loc>
    <lastmod>2026-08-28T07:26:42.340Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/modes/tools</loc>
    <lastmod>2026-08-28T07:26:42.315Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/overview</loc>
    <lastmod>2026-08-28T07:26:42.317Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/quickstart</loc>
    <lastmod>2026-08-28T07:26:42.315Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/setup</loc>
    <lastmod>2026-08-28T07:26:42.341Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/streaming/misc</loc>
    <lastmod>2026-08-28T07:26:42.340Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/streaming/overview</loc>
    <lastmod>2026-08-28T07:26:42.338Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/testing-doubles</loc>
    <lastmod>2026-08-28T07:26:42.336Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/troubleshooting/debugging</loc>
    <lastmod>2026-08-28T07:26:42.314Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/troubleshooting/issues-authentication</loc>
    <lastmod>2026-08-28T07:26:42.311Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/troubleshooting/issues-configuration</loc>
    <lastmod>2026-08-28T07:26:42.309Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/troubleshooting/issues-connection</loc>
    <lastmod>2026-08-28T07:26:42.338Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/troubleshooting/issues-model-specific</loc>
    <lastmod>2026-08-28T07:26:42.305Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/troubleshooting/issues-provider-specific</loc>
    <lastmod>2026-08-28T07:26:42.307Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/troubleshooting/issues-rate-limits</loc>
    <lastmod>2026-08-28T07:26:42.308Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/troubleshooting/issues-streaming</loc>
    <lastmod>2026-08-28T07:26:42.331Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/troubleshooting/overview</loc>
    <lastmod>2026-08-28T07:13:48.995Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/polyglot/upgrade</loc>
    <lastmod>2026-08-28T07:26:42.343Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/sandbox/1-overview</loc>
    <lastmod>2026-08-28T07:26:42.337Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/sandbox/2-getting-started</loc>
    <lastmod>2026-08-28T07:26:42.306Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/sandbox/3-execution-policy</loc>
    <lastmod>2026-08-28T07:26:42.346Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/sandbox/4-drivers</loc>
    <lastmod>2026-08-28T07:26:42.347Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/sandbox/5-streaming-and-results</loc>
    <lastmod>2026-08-28T07:26:42.301Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/sandbox/6-testing</loc>
    <lastmod>2026-08-28T07:26:42.313Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/sandbox/7-troubleshooting</loc>
    <lastmod>2026-08-28T07:26:42.345Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/symfony/configuration</loc>
    <lastmod>2026-08-28T07:26:42.307Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/symfony/delivery</loc>
    <lastmod>2026-08-28T07:26:42.318Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/symfony/logging</loc>
    <lastmod>2026-08-28T07:26:42.345Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/symfony/migration</loc>
    <lastmod>2026-08-28T07:26:42.317Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/symfony/operations</loc>
    <lastmod>2026-08-28T07:26:42.316Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/symfony/overview</loc>
    <lastmod>2026-08-28T07:13:46.438Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/symfony/quickstart</loc>
    <lastmod>2026-08-28T07:26:42.339Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/symfony/runtime-surfaces</loc>
    <lastmod>2026-08-28T07:26:42.301Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/symfony/sessions</loc>
    <lastmod>2026-08-28T07:26:42.303Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/symfony/telemetry</loc>
    <lastmod>2026-08-28T07:26:42.320Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/symfony/testing</loc>
    <lastmod>2026-08-28T07:26:42.302Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/telemetry/01-introduction</loc>
    <lastmod>2026-08-28T07:13:46.453Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/telemetry/02-basic-setup</loc>
    <lastmod>2026-08-28T07:26:42.309Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/telemetry/03-runtime-wiring</loc>
    <lastmod>2026-08-28T07:26:42.305Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/telemetry/04-troubleshooting</loc>
    <lastmod>2026-08-28T07:26:42.303Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/telemetry/05-langfuse</loc>
    <lastmod>2026-08-28T07:26:42.319Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/telemetry/06-logfire</loc>
    <lastmod>2026-08-28T07:26:42.304Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/xprompt/01-introduction</loc>
    <lastmod>2026-08-28T07:26:42.312Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/xprompt/02-getting-started</loc>
    <lastmod>2026-08-28T07:26:42.311Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/xprompt/03-composition</loc>
    <lastmod>2026-08-28T07:26:42.310Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/xprompt/04-templates</loc>
    <lastmod>2026-08-28T07:26:42.313Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/xprompt/05-structured-data</loc>
    <lastmod>2026-08-28T07:26:42.299Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/xprompt/06-variants-and-registry</loc>
    <lastmod>2026-08-28T07:26:42.299Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/packages/xprompt/07-configuration</loc>
    <lastmod>2026-08-28T07:26:42.300Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.12.0</loc>
    <lastmod>2026-08-28T07:13:46.439Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.12.10</loc>
    <lastmod>2026-08-28T07:13:46.441Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.12.11</loc>
    <lastmod>2026-08-28T07:13:46.437Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.12.12</loc>
    <lastmod>2026-08-28T07:13:46.446Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.12.13</loc>
    <lastmod>2026-08-28T07:13:46.435Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.12.2</loc>
    <lastmod>2026-08-28T07:13:46.440Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.12.3</loc>
    <lastmod>2026-08-28T07:13:46.438Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.12.4</loc>
    <lastmod>2026-08-28T07:13:46.444Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.12.5</loc>
    <lastmod>2026-08-28T07:13:46.443Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.12.6</loc>
    <lastmod>2026-08-28T07:13:46.420Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.12.7</loc>
    <lastmod>2026-08-28T07:13:46.439Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.12.8</loc>
    <lastmod>2026-08-28T07:13:46.441Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.12.9</loc>
    <lastmod>2026-08-28T07:13:46.411Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.13.0</loc>
    <lastmod>2026-08-28T07:13:46.432Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.14.0</loc>
    <lastmod>2026-08-28T07:13:46.418Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.14.1</loc>
    <lastmod>2026-08-28T07:13:46.443Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.14.2</loc>
    <lastmod>2026-08-28T07:13:46.442Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.14.3</loc>
    <lastmod>2026-08-28T07:13:46.416Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.14.4</loc>
    <lastmod>2026-08-28T07:13:46.421Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.14.5</loc>
    <lastmod>2026-08-28T07:13:46.377Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.14.6</loc>
    <lastmod>2026-08-28T07:13:46.364Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.14.7</loc>
    <lastmod>2026-08-28T07:13:46.359Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.15.0</loc>
    <lastmod>2026-08-28T07:13:46.359Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.15.1</loc>
    <lastmod>2026-08-28T07:13:46.363Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.15.2</loc>
    <lastmod>2026-08-28T07:13:46.361Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.16.0</loc>
    <lastmod>2026-08-28T07:13:46.371Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.17.0</loc>
    <lastmod>2026-08-28T07:13:46.368Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.17.1</loc>
    <lastmod>2026-08-28T07:13:46.361Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.17.10</loc>
    <lastmod>2026-08-28T07:13:46.355Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.17.11</loc>
    <lastmod>2026-08-28T07:13:46.371Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.17.12</loc>
    <lastmod>2026-08-28T07:13:46.355Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.17.3</loc>
    <lastmod>2026-08-28T07:13:46.377Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.17.4</loc>
    <lastmod>2026-08-28T07:13:46.362Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.17.5</loc>
    <lastmod>2026-08-28T07:13:46.360Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.17.6</loc>
    <lastmod>2026-08-28T07:13:46.363Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.17.7</loc>
    <lastmod>2026-08-28T07:13:46.363Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.17.8</loc>
    <lastmod>2026-08-28T07:13:46.358Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.17.9</loc>
    <lastmod>2026-08-28T07:13:46.370Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v0.8.0</loc>
    <lastmod>2026-08-28T07:13:46.356Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.0.0</loc>
    <lastmod>2026-08-28T07:13:46.328Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.0.0-RC10</loc>
    <lastmod>2026-08-28T07:13:46.376Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.0.0-RC11</loc>
    <lastmod>2026-08-28T07:13:46.360Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.0.0-RC12</loc>
    <lastmod>2026-08-28T07:13:46.358Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.0.0-RC13</loc>
    <lastmod>2026-08-28T07:13:46.366Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.0.0-RC14</loc>
    <lastmod>2026-08-28T07:13:46.364Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.0.0-RC15</loc>
    <lastmod>2026-08-28T07:13:46.365Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.0.0-RC16</loc>
    <lastmod>2026-08-28T07:13:46.370Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.0.0-RC17</loc>
    <lastmod>2026-08-28T07:13:46.356Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.0.0-RC18</loc>
    <lastmod>2026-08-28T07:13:46.369Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.0.0-RC19</loc>
    <lastmod>2026-08-28T07:13:46.367Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.0.0-RC20</loc>
    <lastmod>2026-08-28T07:13:46.367Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.0.0-RC21</loc>
    <lastmod>2026-08-28T07:13:46.330Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.0.0-RC22</loc>
    <lastmod>2026-08-28T07:13:46.330Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.0.0-RC6</loc>
    <lastmod>2026-08-28T07:13:46.357Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.0.0-RC7</loc>
    <lastmod>2026-08-28T07:13:46.329Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.0.0-RC8</loc>
    <lastmod>2026-08-28T07:13:46.372Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.0.0-RC9</loc>
    <lastmod>2026-08-28T07:13:46.357Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.0.0-rc1</loc>
    <lastmod>2026-08-28T07:13:46.372Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.0.0-rc2</loc>
    <lastmod>2026-08-28T07:13:46.373Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.0.0-rc3</loc>
    <lastmod>2026-08-28T07:13:46.331Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.0.0-rc4</loc>
    <lastmod>2026-08-28T07:13:46.362Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.0.0-rc5</loc>
    <lastmod>2026-08-28T07:13:46.369Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.1.0</loc>
    <lastmod>2026-08-28T07:13:46.329Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.10.0</loc>
    <lastmod>2026-08-28T07:13:46.376Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.10.1</loc>
    <lastmod>2026-08-28T07:13:46.327Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.10.2</loc>
    <lastmod>2026-08-28T07:13:46.328Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.10.3</loc>
    <lastmod>2026-08-28T07:13:46.366Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.11.0</loc>
    <lastmod>2026-08-28T07:13:46.368Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.12.0</loc>
    <lastmod>2026-08-28T07:13:46.365Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.13.0</loc>
    <lastmod>2026-08-28T07:13:46.083Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.14.0</loc>
    <lastmod>2026-08-28T07:13:46.080Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.15.0</loc>
    <lastmod>2026-08-28T07:13:46.095Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.16.0</loc>
    <lastmod>2026-08-28T07:13:46.087Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.17.0</loc>
    <lastmod>2026-08-28T07:13:46.091Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.18.0</loc>
    <lastmod>2026-08-28T07:13:46.079Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.18.1</loc>
    <lastmod>2026-08-28T07:13:46.089Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.18.2</loc>
    <lastmod>2026-08-28T07:13:46.097Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.18.3</loc>
    <lastmod>2026-08-28T07:13:46.082Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.18.4</loc>
    <lastmod>2026-08-28T07:13:46.085Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.19.0</loc>
    <lastmod>2026-08-28T07:13:46.078Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.2.0</loc>
    <lastmod>2026-08-28T07:13:46.084Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.20.0</loc>
    <lastmod>2026-08-28T07:13:46.094Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.21.0</loc>
    <lastmod>2026-08-28T07:13:46.085Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.22.0</loc>
    <lastmod>2026-08-28T07:13:46.090Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.3.0</loc>
    <lastmod>2026-08-28T07:13:46.096Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.4.0</loc>
    <lastmod>2026-08-28T07:13:46.100Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.4.1</loc>
    <lastmod>2026-08-28T07:13:46.104Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.4.2</loc>
    <lastmod>2026-08-28T07:13:46.101Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.5.0</loc>
    <lastmod>2026-08-28T07:13:46.080Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.6.0</loc>
    <lastmod>2026-08-28T07:13:46.081Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.7.0</loc>
    <lastmod>2026-08-28T07:13:46.094Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.8.0</loc>
    <lastmod>2026-08-28T07:13:46.083Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.8.1</loc>
    <lastmod>2026-08-28T07:13:46.090Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.9.0</loc>
    <lastmod>2026-08-28T07:13:46.098Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v1.9.1</loc>
    <lastmod>2026-08-28T07:13:46.082Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v2.0.0</loc>
    <lastmod>2026-08-28T07:13:46.088Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v2.1.0</loc>
    <lastmod>2026-08-28T07:13:46.093Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v2.2.0</loc>
    <lastmod>2026-08-28T07:13:46.095Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v2.3.0</loc>
    <lastmod>2026-08-28T07:13:46.089Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v2.3.1</loc>
    <lastmod>2026-08-28T07:13:46.092Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v2.4.0</loc>
    <lastmod>2026-08-28T07:13:46.094Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v2.4.1</loc>
    <lastmod>2026-08-28T07:13:46.105Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v2.5.0</loc>
    <lastmod>2026-08-28T07:13:46.093Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v2.5.1</loc>
    <lastmod>2026-08-28T07:13:46.084Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v2.5.2</loc>
    <lastmod>2026-08-28T07:13:46.086Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v2.6.0</loc>
    <lastmod>2026-08-28T07:13:46.088Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v2.6.1</loc>
    <lastmod>2026-08-28T07:13:46.092Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v2.6.2</loc>
    <lastmod>2026-08-28T07:13:46.091Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v2.7.0</loc>
    <lastmod>2026-08-28T07:13:46.079Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v2.7.1</loc>
    <lastmod>2026-08-28T07:13:46.098Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v2.8.0</loc>
    <lastmod>2026-08-28T07:13:46.099Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v2.8.1</loc>
    <lastmod>2026-08-28T07:13:46.100Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v2.8.2</loc>
    <lastmod>2026-08-28T07:13:46.081Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v2.8.3</loc>
    <lastmod>2026-08-28T07:13:46.097Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v2.8.4</loc>
    <lastmod>2026-08-28T07:13:46.105Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/v2.8.5</loc>
    <lastmod>2026-08-28T07:13:46.096Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/release-notes/versions</loc>
    <lastmod>2026-08-28T07:13:46.082Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/use-cases</loc>
    <lastmod>2026-08-28T07:13:46.087Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/why-instructor</loc>
    <lastmod>2026-08-28T07:13:46.077Z</lastmod>
  </url>
</urlset>