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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D04_AgentSessions/session_send_message_action</loc>
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  <url>
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    <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>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_judging_agent</loc>
    <lastmod>2026-08-30T02:03:00.083Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_judging_agent_live</loc>
    <lastmod>2026-08-30T02:03:00.074Z</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>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_reporters</loc>
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  <url>
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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>2026-08-30T02:03:00.072Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/running_agent_evals</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_basic</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_eventlog_readback</loc>
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  <url>
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  <url>
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  <url>
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  <url>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_telemetry_logfire</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/claude_code_basic</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/claude_code_search</loc>
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  <url>
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  <url>
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  <url>
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  <url>
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  <url>
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    <lastmod>2026-08-30T02:03:00.082Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/opencode_streaming</loc>
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  <url>
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  <url>
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  <url>
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    <lastmod>2026-08-30T02:03:00.007Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_branch_configuration</loc>
    <lastmod>2026-08-30T02:03:00.018Z</lastmod>
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  <url>
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    <lastmod>2026-08-30T02:03:00.020Z</lastmod>
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  <url>
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  <url>
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  <url>
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    <lastmod>2026-08-30T02:02:59.999Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_modular_host</loc>
    <lastmod>2026-08-30T02:03:00.003Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_observable_run</loc>
    <lastmod>2026-08-30T02:03:00.008Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_persistent_shell_jobs</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_reasoning_configuration</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_stateless_run</loc>
    <lastmod>2026-08-30T02:03:00.004Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_transient_experiment</loc>
    <lastmod>2026-08-30T02:03:00.005Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_host_ls</loc>
    <lastmod>2026-08-30T02:03:00.011Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_run_php_script</loc>
    <lastmod>2026-08-30T02:03:00.010Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_streaming_output</loc>
    <lastmod>2026-08-30T02:03:00.002Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_timeout_guard</loc>
    <lastmod>2026-08-30T02:03:00.012Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_bubblewrap_echo</loc>
    <lastmod>2026-08-30T02:03:00.010Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_docker_echo</loc>
    <lastmod>2026-08-30T02:03:00.005Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_firejail_echo</loc>
    <lastmod>2026-08-30T02:03:00.006Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_host_echo</loc>
    <lastmod>2026-08-30T02:03:00.006Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_podman_echo</loc>
    <lastmod>2026-08-30T02:03:00.013Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/assign_role</loc>
    <lastmod>2026-08-30T02:02:59.999Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/auto_refine</loc>
    <lastmod>2026-08-30T02:02:59.996Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/clarify_ambiguity</loc>
    <lastmod>2026-08-30T02:02:59.998Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/define_style</loc>
    <lastmod>2026-08-30T02:02:59.991Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/emotional_stimuli</loc>
    <lastmod>2026-08-30T02:03:00.007Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/follow_up_questions</loc>
    <lastmod>2026-08-30T02:02:59.994Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/repeat_query</loc>
    <lastmod>2026-08-30T02:03:00.009Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/simulate_perspective</loc>
    <lastmod>2026-08-30T02:03:00.000Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/consistency_based_examples</loc>
    <lastmod>2026-08-30T02:03:00.019Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/example_ordering</loc>
    <lastmod>2026-08-30T02:03:00.000Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/in_context_examples</loc>
    <lastmod>2026-08-30T02:03:00.014Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/select_effective_samples</loc>
    <lastmod>2026-08-30T02:02:59.997Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/analogical_prompting</loc>
    <lastmod>2026-08-30T02:02:59.996Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/automate_selection</loc>
    <lastmod>2026-08-30T02:02:59.995Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/complex_examples</loc>
    <lastmod>2026-08-30T02:02:59.992Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/examine_context</loc>
    <lastmod>2026-08-30T02:03:00.008Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/higher_level_context</loc>
    <lastmod>2026-08-30T02:02:59.993Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/incorrect_examples</loc>
    <lastmod>2026-08-30T02:02:59.993Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/majority_voting</loc>
    <lastmod>2026-08-30T02:02:59.989Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/prompt_variations</loc>
    <lastmod>2026-08-30T02:02:59.992Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/structure_reasoning</loc>
    <lastmod>2026-08-30T02:02:59.990Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/uncertain_examples</loc>
    <lastmod>2026-08-30T02:03:00.014Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/combine_reasoning_chains</loc>
    <lastmod>2026-08-30T02:03:00.001Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/combine_responses</loc>
    <lastmod>2026-08-30T02:02:59.991Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/combine_specialized_llms</loc>
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  <url>
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  <url>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/ensemble_test_prompts</loc>
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  <url>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/task_specific_evals</loc>
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  <url>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/verify_majority_voting</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/break_down_reasoning</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/determine_uncertainty</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/improve_with_feedback</loc>
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  <url>
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  <url>
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  <url>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z06_Decomposition/break_down_complexity</loc>
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