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  <url>
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  <url>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D04_AgentSessions/session_send_message_action</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D05_AgentTroubleshooting/agent_eventlog_readback</loc>
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  <url>
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  <url>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D05_AgentTroubleshooting/agent_telemetry_langfuse</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D05_AgentTroubleshooting/agent_telemetry_logfire</loc>
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    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_assertions</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_judge</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_judging_agent</loc>
    <lastmod>2026-08-30T00:24:05.980Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_judging_agent_live</loc>
    <lastmod>2026-08-30T00:24:05.982Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_overview</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_repeated_judging</loc>
    <lastmod>2026-08-30T00:24:05.995Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_reporters</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_targets</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_test_suites</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_trace_policies</loc>
    <lastmod>2026-08-30T00:24:05.999Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/running_agent_evals</loc>
    <lastmod>2026-08-30T00:24:05.976Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_basic</loc>
    <lastmod>2026-08-30T00:24:05.977Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_eventlog_readback</loc>
    <lastmod>2026-08-30T00:24:05.996Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_events</loc>
    <lastmod>2026-08-30T00:24:05.987Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_streaming</loc>
    <lastmod>2026-08-30T00:24:05.993Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_switching</loc>
    <lastmod>2026-08-30T00:24:05.977Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_telemetry_langfuse</loc>
    <lastmod>2026-08-30T00:24:05.980Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_telemetry_logfire</loc>
    <lastmod>2026-08-30T00:24:06.006Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/claude_code_basic</loc>
    <lastmod>2026-08-30T00:24:06.000Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/claude_code_search</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/codex_basic</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/codex_streaming</loc>
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  <url>
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    <lastmod>2026-08-30T00:24:05.909Z</lastmod>
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  <url>
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  <url>
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    <lastmod>2026-08-30T00:24:05.906Z</lastmod>
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  <url>
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    <lastmod>2026-08-30T00:24:05.908Z</lastmod>
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  <url>
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    <lastmod>2026-08-30T00:24:05.913Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/pi_streaming</loc>
    <lastmod>2026-08-30T00:24:05.903Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_agent_capabilities</loc>
    <lastmod>2026-08-30T00:24:05.910Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_branch_configuration</loc>
    <lastmod>2026-08-30T00:24:05.907Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_branch_workflow</loc>
    <lastmod>2026-08-30T00:24:05.909Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_context_lifecycle</loc>
    <lastmod>2026-08-30T00:24:05.912Z</lastmod>
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  <url>
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    <lastmod>2026-08-30T00:24:05.898Z</lastmod>
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  <url>
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    <lastmod>2026-08-30T00:24:05.900Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_durable_conversation</loc>
    <lastmod>2026-08-30T00:24:05.912Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_external_protocol</loc>
    <lastmod>2026-08-30T00:24:05.910Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_modular_host</loc>
    <lastmod>2026-08-30T00:24:05.917Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_observable_run</loc>
    <lastmod>2026-08-30T00:24:05.906Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_persistent_shell_jobs</loc>
    <lastmod>2026-08-30T00:24:05.901Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_reasoning_configuration</loc>
    <lastmod>2026-08-30T00:24:05.905Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_stateless_run</loc>
    <lastmod>2026-08-30T00:24:05.900Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_transient_experiment</loc>
    <lastmod>2026-08-30T00:24:05.902Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_host_ls</loc>
    <lastmod>2026-08-30T00:24:05.904Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_run_php_script</loc>
    <lastmod>2026-08-30T00:24:05.918Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_streaming_output</loc>
    <lastmod>2026-08-30T00:24:05.908Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_timeout_guard</loc>
    <lastmod>2026-08-30T00:24:05.905Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_bubblewrap_echo</loc>
    <lastmod>2026-08-30T00:24:05.898Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_docker_echo</loc>
    <lastmod>2026-08-30T00:24:05.889Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_firejail_echo</loc>
    <lastmod>2026-08-30T00:24:05.896Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_host_echo</loc>
    <lastmod>2026-08-30T00:24:05.895Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_podman_echo</loc>
    <lastmod>2026-08-30T00:24:05.902Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/assign_role</loc>
    <lastmod>2026-08-30T00:24:05.897Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/auto_refine</loc>
    <lastmod>2026-08-30T00:24:05.895Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/clarify_ambiguity</loc>
    <lastmod>2026-08-30T00:24:05.899Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/define_style</loc>
    <lastmod>2026-08-30T00:24:05.911Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/emotional_stimuli</loc>
    <lastmod>2026-08-30T00:24:05.901Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/follow_up_questions</loc>
    <lastmod>2026-08-30T00:24:05.904Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/repeat_query</loc>
    <lastmod>2026-08-30T00:24:05.893Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/simulate_perspective</loc>
    <lastmod>2026-08-30T00:24:05.892Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/consistency_based_examples</loc>
    <lastmod>2026-08-30T00:24:05.893Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/example_ordering</loc>
    <lastmod>2026-08-30T00:24:05.899Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/in_context_examples</loc>
    <lastmod>2026-08-30T00:24:05.894Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/select_effective_samples</loc>
    <lastmod>2026-08-30T00:24:05.894Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/analogical_prompting</loc>
    <lastmod>2026-08-30T00:24:05.891Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/automate_selection</loc>
    <lastmod>2026-08-30T00:24:05.907Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/complex_examples</loc>
    <lastmod>2026-08-30T00:24:05.913Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/examine_context</loc>
    <lastmod>2026-08-30T00:24:05.890Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/higher_level_context</loc>
    <lastmod>2026-08-30T00:24:05.890Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/incorrect_examples</loc>
    <lastmod>2026-08-30T00:24:05.897Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/majority_voting</loc>
    <lastmod>2026-08-30T00:24:05.903Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/prompt_variations</loc>
    <lastmod>2026-08-30T00:24:05.891Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/structure_reasoning</loc>
    <lastmod>2026-08-30T00:24:05.892Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/uncertain_examples</loc>
    <lastmod>2026-08-30T00:24:03.029Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/combine_reasoning_chains</loc>
    <lastmod>2026-08-30T00:24:03.024Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/combine_responses</loc>
    <lastmod>2026-08-30T00:24:03.036Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/combine_specialized_llms</loc>
    <lastmod>2026-08-30T00:24:03.022Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/consistent_examples</loc>
    <lastmod>2026-08-30T00:24:03.028Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/distinct_examples</loc>
    <lastmod>2026-08-30T00:24:03.030Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/ensemble_test_prompts</loc>
    <lastmod>2026-08-30T00:24:03.037Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/multiple_candidates</loc>
    <lastmod>2026-08-30T00:24:03.027Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/task_specific_evals</loc>
    <lastmod>2026-08-30T00:24:03.019Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/translation_paraphrasing</loc>
    <lastmod>2026-08-30T00:24:03.021Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/verify_majority_voting</loc>
    <lastmod>2026-08-30T00:24:03.024Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/break_down_reasoning</loc>
    <lastmod>2026-08-30T00:24:03.030Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/determine_uncertainty</loc>
    <lastmod>2026-08-30T00:24:03.022Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/improve_with_feedback</loc>
    <lastmod>2026-08-30T00:24:03.023Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/reconstruct_prompt</loc>
    <lastmod>2026-08-30T00:24:03.027Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/self_verify</loc>
    <lastmod>2026-08-30T00:24:03.015Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/verify_independently</loc>
    <lastmod>2026-08-30T00:24:03.025Z</lastmod>
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