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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_runtime_read_apis</loc>
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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>
    <loc>https://docs.instructorphp.com/cookbook/examples/D05_AgentTroubleshooting/agent_subagent_telemetry_langfuse</loc>
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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>
    <lastmod>2026-08-30T01:33:50.266Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_assertions</loc>
    <lastmod>2026-08-30T01:33:50.266Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_cases</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_discovery_and_cli</loc>
    <lastmod>2026-08-30T01:33:50.263Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_judge</loc>
    <lastmod>2026-08-30T01:33:50.283Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_judging_agent</loc>
    <lastmod>2026-08-30T01:33:50.281Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_judging_agent_live</loc>
    <lastmod>2026-08-30T01:33:50.281Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_overview</loc>
    <lastmod>2026-08-30T01:33:50.263Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_repeated_judging</loc>
    <lastmod>2026-08-30T01:33:50.265Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_reporters</loc>
    <lastmod>2026-08-30T01:33:50.264Z</lastmod>
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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>
    <lastmod>2026-08-30T01:33:50.282Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_trace_policies</loc>
    <lastmod>2026-08-30T01:33:50.285Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/running_agent_evals</loc>
    <lastmod>2026-08-30T01:33:50.286Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_basic</loc>
    <lastmod>2026-08-30T01:33:50.285Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_eventlog_readback</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_events</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_streaming</loc>
    <lastmod>2026-08-30T01:33:50.287Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_switching</loc>
    <lastmod>2026-08-30T01:33:50.287Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_telemetry_langfuse</loc>
    <lastmod>2026-08-30T01:33:50.256Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_telemetry_logfire</loc>
    <lastmod>2026-08-30T01:33:50.259Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/claude_code_basic</loc>
    <lastmod>2026-08-30T01:33:50.259Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/claude_code_search</loc>
    <lastmod>2026-08-30T01:33:50.258Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/codex_basic</loc>
    <lastmod>2026-08-30T01:33:50.262Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/codex_streaming</loc>
    <lastmod>2026-08-30T01:33:50.264Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/gemini_basic</loc>
    <lastmod>2026-08-30T01:33:50.280Z</lastmod>
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  <url>
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  <url>
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    <lastmod>2026-08-30T01:33:49.894Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/opencode_streaming</loc>
    <lastmod>2026-08-30T01:33:49.941Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/pi_basic</loc>
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  <url>
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    <lastmod>2026-08-30T01:33:49.914Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_agent_capabilities</loc>
    <lastmod>2026-08-30T01:33:49.945Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_branch_configuration</loc>
    <lastmod>2026-08-30T01:33:49.935Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_branch_workflow</loc>
    <lastmod>2026-08-30T01:33:49.938Z</lastmod>
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    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_context_lifecycle</loc>
    <lastmod>2026-08-30T01:33:50.113Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_controlled_run</loc>
    <lastmod>2026-08-30T01:33:49.888Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_durable_conversation</loc>
    <lastmod>2026-08-30T01:33:49.872Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_external_protocol</loc>
    <lastmod>2026-08-30T01:33:49.933Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_modular_host</loc>
    <lastmod>2026-08-30T01:33:49.895Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_observable_run</loc>
    <lastmod>2026-08-30T01:33:49.945Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_persistent_shell_jobs</loc>
    <lastmod>2026-08-30T01:33:49.888Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_reasoning_configuration</loc>
    <lastmod>2026-08-30T01:33:49.896Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_stateless_run</loc>
    <lastmod>2026-08-30T01:33:49.946Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_transient_experiment</loc>
    <lastmod>2026-08-30T01:33:49.893Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_host_ls</loc>
    <lastmod>2026-08-30T01:33:49.934Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_run_php_script</loc>
    <lastmod>2026-08-30T01:33:49.937Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_streaming_output</loc>
    <lastmod>2026-08-30T01:33:49.892Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_timeout_guard</loc>
    <lastmod>2026-08-30T01:33:49.889Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_bubblewrap_echo</loc>
    <lastmod>2026-08-30T01:33:49.937Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_docker_echo</loc>
    <lastmod>2026-08-30T01:33:49.938Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_firejail_echo</loc>
    <lastmod>2026-08-30T01:33:49.892Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_host_echo</loc>
    <lastmod>2026-08-30T01:33:49.891Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_podman_echo</loc>
    <lastmod>2026-08-30T01:33:49.891Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/assign_role</loc>
    <lastmod>2026-08-30T01:33:49.915Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/auto_refine</loc>
    <lastmod>2026-08-30T01:33:50.114Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/clarify_ambiguity</loc>
    <lastmod>2026-08-30T01:33:49.936Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/define_style</loc>
    <lastmod>2026-08-30T01:33:49.890Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/emotional_stimuli</loc>
    <lastmod>2026-08-30T01:33:49.887Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/follow_up_questions</loc>
    <lastmod>2026-08-30T01:33:49.914Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/repeat_query</loc>
    <lastmod>2026-08-30T01:33:50.112Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/simulate_perspective</loc>
    <lastmod>2026-08-30T01:33:49.940Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/consistency_based_examples</loc>
    <lastmod>2026-08-30T01:33:49.890Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/example_ordering</loc>
    <lastmod>2026-08-30T01:33:49.895Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/in_context_examples</loc>
    <lastmod>2026-08-30T01:33:49.946Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/select_effective_samples</loc>
    <lastmod>2026-08-30T01:33:49.944Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/analogical_prompting</loc>
    <lastmod>2026-08-30T01:33:49.936Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/automate_selection</loc>
    <lastmod>2026-08-30T01:33:50.114Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/complex_examples</loc>
    <lastmod>2026-08-30T01:33:49.939Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/examine_context</loc>
    <lastmod>2026-08-30T01:33:49.940Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/higher_level_context</loc>
    <lastmod>2026-08-30T01:33:49.941Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/incorrect_examples</loc>
    <lastmod>2026-08-30T01:33:49.944Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/majority_voting</loc>
    <lastmod>2026-08-30T01:33:49.942Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/prompt_variations</loc>
    <lastmod>2026-08-30T01:33:49.894Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/structure_reasoning</loc>
    <lastmod>2026-08-30T01:33:49.943Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/uncertain_examples</loc>
    <lastmod>2026-08-30T01:33:49.943Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/combine_reasoning_chains</loc>
    <lastmod>2026-08-30T01:33:49.934Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/combine_responses</loc>
    <lastmod>2026-08-30T01:33:48.417Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/combine_specialized_llms</loc>
    <lastmod>2026-08-30T01:33:48.424Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/consistent_examples</loc>
    <lastmod>2026-08-30T01:33:48.416Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/distinct_examples</loc>
    <lastmod>2026-08-30T01:33:48.424Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/ensemble_test_prompts</loc>
    <lastmod>2026-08-30T01:33:48.415Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/multiple_candidates</loc>
    <lastmod>2026-08-30T01:33:48.414Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/task_specific_evals</loc>
    <lastmod>2026-08-30T01:33:48.427Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/translation_paraphrasing</loc>
    <lastmod>2026-08-30T01:33:48.420Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/verify_majority_voting</loc>
    <lastmod>2026-08-30T01:33:48.408Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/break_down_reasoning</loc>
    <lastmod>2026-08-30T01:33:48.421Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/determine_uncertainty</loc>
    <lastmod>2026-08-30T01:33:48.822Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/improve_with_feedback</loc>
    <lastmod>2026-08-30T01:33:48.407Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/reconstruct_prompt</loc>
    <lastmod>2026-08-30T01:33:48.423Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/self_verify</loc>
    <lastmod>2026-08-30T01:33:48.412Z</lastmod>
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