LICENSE
MANIFEST.in
README.md
pyproject.toml
examples/README.md
examples/__init__.py
examples/analyze_semantic_words.sh
examples/crafter_debug_render.py
examples/run_crafter_demo.sh
examples/sdk_prompt_learning_example.py
examples/baseline/banking77_baseline.py
examples/baseline/banking77_pipeline_baseline.py
examples/baseline/crafter_baseline.py
examples/baseline/pokemon_red_baseline.py
examples/baseline/simple_baseline.py
examples/baseline/warming_up_to_rl_baseline.py
examples/blog_posts/gepa/HEARTDISEASE_DEMO.md
examples/blog_posts/gepa/PROPOSER_MODES_TEST.md
examples/blog_posts/gepa/README.md
examples/blog_posts/gepa/RESULTS_SUMMARY.md
examples/blog_posts/gepa/check_backend_route.py
examples/blog_posts/gepa/deploy_banking77_task_app.sh
examples/blog_posts/gepa/gepa_baseline.py
examples/blog_posts/gepa/heartdisease_baseline.py
examples/blog_posts/gepa/heartdisease_gepa_standalone.py
examples/blog_posts/gepa/query_prompts_example.py
examples/blog_posts/gepa/run_dspy_gepa_heartdisease.py
examples/blog_posts/gepa/run_fully_in_process.py
examples/blog_posts/gepa/run_gepa_banking77.sh
examples/blog_posts/gepa/run_gepa_banking77_pipeline.sh
examples/blog_posts/gepa/run_synth_gepa_heartdisease.py
examples/blog_posts/gepa/task_apps.py
examples/blog_posts/gepa/test_gepa_local.sh
examples/blog_posts/gepa/test_proposer_modes.py
examples/blog_posts/gepa/test_proposer_modes_local.py
examples/blog_posts/gepa/verify_banking77_setup.sh
examples/blog_posts/gepa/configs/banking77_gepa_local.toml
examples/blog_posts/gepa/configs/banking77_gepa_test.toml
examples/blog_posts/gepa/configs/banking77_mipro_local.toml
examples/blog_posts/gepa/configs/banking77_pipeline_gepa_local.toml
examples/blog_posts/gepa/configs/banking77_pipeline_gepa_test.toml
examples/blog_posts/gepa/configs/heartdisease_gepa_dspy.toml
examples/blog_posts/gepa/configs/heartdisease_gepa_gepa_ai.toml
examples/blog_posts/gepa/configs/heartdisease_gepa_local.toml
examples/blog_posts/gepa/configs/heartdisease_gepa_synth.toml
examples/blog_posts/gepa/configs/heartdisease_mipro_dspy.toml
examples/blog_posts/gepa/configs/heartdisease_mipro_gepa_ai.toml
examples/blog_posts/gepa/configs/heartdisease_mipro_synth.toml
examples/blog_posts/gepa/configs/hotpotqa_gepa_local.toml
examples/blog_posts/gepa/configs/hotpotqa_gepa_qwen.toml
examples/blog_posts/gepa/configs/hotpotqa_mipro_local.toml
examples/blog_posts/gepa/configs/hover_gepa_local.toml
examples/blog_posts/gepa/configs/hover_gepa_qwen.toml
examples/blog_posts/gepa/configs/hover_mipro_local.toml
examples/blog_posts/gepa/configs/ifbench_gepa_local.toml
examples/blog_posts/gepa/configs/ifbench_gepa_qwen.toml
examples/blog_posts/gepa/configs/ifbench_mipro_local.toml
examples/blog_posts/gepa/configs/pupa_gepa_local.toml
examples/blog_posts/gepa/configs/pupa_mipro_local.toml
examples/blog_posts/langprobe/BLOG_POST_PLAN.md
examples/blog_posts/langprobe/PROPOSAL_MODES_COMPARISON_PLAN.md
examples/blog_posts/langprobe/run_quick_test.sh
examples/blog_posts/langprobe/comparisons/ALIGNMENT_CHECK.md
examples/blog_posts/langprobe/comparisons/DATA_EXTRACTION_ISSUES.md
examples/blog_posts/langprobe/comparisons/DATA_FLOW_ANALYSIS.md
examples/blog_posts/langprobe/comparisons/PARSIMONY_REVIEW.md
examples/blog_posts/langprobe/comparisons/queue_timeout_issue.md
examples/blog_posts/langprobe/comparisons/run_dspy_gepa_parallel.py
examples/blog_posts/langprobe/comparisons/run_dspy_mipro_parallel.py
examples/blog_posts/langprobe/comparisons/run_gepa_parallel.py
examples/blog_posts/langprobe/comparisons/run_gepa_parallel_experiments.py
examples/blog_posts/langprobe/comparisons/run_library_reference_experiments.py
examples/blog_posts/langprobe/comparisons/run_mipro_parallel_experiments.py
examples/blog_posts/langprobe/comparisons/test_mipro_params.py
examples/blog_posts/langprobe/integrations/__init__.py
examples/blog_posts/langprobe/integrations/dspy_iris_adapter.py
examples/blog_posts/langprobe/integrations/learning_curve_tracker.py
examples/blog_posts/langprobe/integrations/run_baseline.py
examples/blog_posts/langprobe/integrations/run_synth_gepa_api.py
examples/blog_posts/langprobe/integrations/run_synth_gepa_direct.py
examples/blog_posts/langprobe/integrations/run_synth_gepa_sdk.py
examples/blog_posts/langprobe/integrations/setup_tunnel.sh
examples/blog_posts/langprobe/integrations/synth_gepa_adapter.py
examples/blog_posts/langprobe/integrations/synth_gepa_adapter_inprocess.py
examples/blog_posts/langprobe/integrations/synth_mipro_adapter_inprocess.py
examples/blog_posts/langprobe/integrations/task_app_client.py
examples/blog_posts/langprobe/results/synth_gepa/iris_synth_gepa.toml
examples/blog_posts/langprobe/task_specific/__init__.py
examples/blog_posts/langprobe/task_specific/apply_metric_tracking.py
examples/blog_posts/langprobe/task_specific/gepa_config_constants.py
examples/blog_posts/langprobe/task_specific/test_llm_responses.py
examples/blog_posts/langprobe/task_specific/test_rollout_timing.py
examples/blog_posts/langprobe/task_specific/banking77/banking77_gepa.toml
examples/blog_posts/langprobe/task_specific/banking77/banking77_mipro.toml
examples/blog_posts/langprobe/task_specific/banking77/dspy_banking77_adapter.py
examples/blog_posts/langprobe/task_specific/banking77/gepa_ai_banking77_adapter.py
examples/blog_posts/langprobe/task_specific/banking77/gepa_tui.py
examples/blog_posts/langprobe/task_specific/banking77/plot_optimization_curve.py
examples/blog_posts/langprobe/task_specific/banking77/run_dspy_gepa_banking77.py
examples/blog_posts/langprobe/task_specific/banking77/run_dspy_miprov2_banking77.py
examples/blog_posts/langprobe/task_specific/banking77/run_gepa_ai_banking77.py
examples/blog_posts/langprobe/task_specific/banking77/run_gepa_local.py
examples/blog_posts/langprobe/task_specific/banking77/test_adapter.py
examples/blog_posts/langprobe/task_specific/crafter/crafter_gepa.toml
examples/blog_posts/langprobe/task_specific/crafter/crafter_mipro.toml
examples/blog_posts/langprobe/task_specific/crafter/dspy_crafter_adapter.py
examples/blog_posts/langprobe/task_specific/crafter/gepa_ai_crafter_adapter.py
examples/blog_posts/langprobe/task_specific/crafter/run_mipro_local.py
examples/blog_posts/langprobe/task_specific/heartdisease/dspy_heartdisease_adapter.py
examples/blog_posts/langprobe/task_specific/heartdisease/gepa_ai_heartdisease_adapter.py
examples/blog_posts/langprobe/task_specific/heartdisease/gepa_tui.py
examples/blog_posts/langprobe/task_specific/heartdisease/heartdisease_gepa.toml
examples/blog_posts/langprobe/task_specific/heartdisease/heartdisease_mipro.toml
examples/blog_posts/langprobe/task_specific/heartdisease/plot_optimization_curve.py
examples/blog_posts/langprobe/task_specific/heartdisease/run_dspy_gepa_heartdisease.py
examples/blog_posts/langprobe/task_specific/heartdisease/run_dspy_miprov2_heartdisease.py
examples/blog_posts/langprobe/task_specific/heartdisease/run_gepa_local.py
examples/blog_posts/langprobe/task_specific/heartdisease/test_adapter.py
examples/blog_posts/langprobe/task_specific/heartdisease/test_baseline.py
examples/blog_posts/langprobe/task_specific/hotpotqa/EXAMPLES_UPDATE_CHECKLIST.md
examples/blog_posts/langprobe/task_specific/hotpotqa/META_MODEL_INVESTIGATION.md
examples/blog_posts/langprobe/task_specific/hotpotqa/MIPRO_ROAST.md
examples/blog_posts/langprobe/task_specific/hotpotqa/MIPRO_ROAST_REVIEW.md
examples/blog_posts/langprobe/task_specific/hotpotqa/REQUIREMENTS_AUDIT.md
examples/blog_posts/langprobe/task_specific/hotpotqa/SINGLE_STAGE_SEPARATION.md
examples/blog_posts/langprobe/task_specific/hotpotqa/TASK_APP_RECIPES.md
examples/blog_posts/langprobe/task_specific/hotpotqa/TEST_PLAN.md
examples/blog_posts/langprobe/task_specific/hotpotqa/VALIDATION.md
examples/blog_posts/langprobe/task_specific/hotpotqa/__init__.py
examples/blog_posts/langprobe/task_specific/hotpotqa/dspy_hotpotqa_adapter.py
examples/blog_posts/langprobe/task_specific/hotpotqa/gepa_ai_hotpotqa_adapter.py
examples/blog_posts/langprobe/task_specific/hotpotqa/hotpotqa_gepa.toml
examples/blog_posts/langprobe/task_specific/hotpotqa/hotpotqa_mipro.toml
examples/blog_posts/langprobe/task_specific/hotpotqa/run_dspy_gepa_hotpotqa.py
examples/blog_posts/langprobe/task_specific/hotpotqa/run_dspy_miprov2_hotpotqa.py
examples/blog_posts/langprobe/task_specific/hotpotqa/run_synth_gepa.sh
examples/blog_posts/langprobe/task_specific/hotpotqa/run_synth_gepa_hotpotqa.py
examples/blog_posts/langprobe/task_specific/hotpotqa/run_synth_mipro_hotpotqa.py
examples/blog_posts/langprobe/task_specific/hotpotqa/synth_hotpotqa_adapter.py
examples/blog_posts/langprobe/task_specific/hotpotqa/test_adapter.py
examples/blog_posts/langprobe/task_specific/hotpotqa/validate.sh
examples/blog_posts/langprobe/task_specific/hover/dspy_hover_adapter.py
examples/blog_posts/langprobe/task_specific/hover/gepa_ai_hover_adapter.py
examples/blog_posts/langprobe/task_specific/hover/hover_gepa.toml
examples/blog_posts/langprobe/task_specific/hover/hover_mipro.toml
examples/blog_posts/langprobe/task_specific/ifbench/dspy_ifbench_adapter.py
examples/blog_posts/langprobe/task_specific/ifbench/gepa_ai_ifbench_adapter.py
examples/blog_posts/langprobe/task_specific/ifbench/ifbench_gepa.toml
examples/blog_posts/langprobe/task_specific/iris/COMPARISON_PLAN.md
examples/blog_posts/langprobe/task_specific/iris/EXECUTION_PLAN.md
examples/blog_posts/langprobe/task_specific/iris/JUDGE_USAGE.md
examples/blog_posts/langprobe/task_specific/iris/LOCAL_SCRIPTS_README.md
examples/blog_posts/langprobe/task_specific/iris/README.md
examples/blog_posts/langprobe/task_specific/iris/__init__.py
examples/blog_posts/langprobe/task_specific/iris/config_validator.py
examples/blog_posts/langprobe/task_specific/iris/dspy_iris_adapter.py
examples/blog_posts/langprobe/task_specific/iris/error_display.py
examples/blog_posts/langprobe/task_specific/iris/gepa_tui.py
examples/blog_posts/langprobe/task_specific/iris/iris_gepa.toml
examples/blog_posts/langprobe/task_specific/iris/iris_mipro.toml
examples/blog_posts/langprobe/task_specific/iris/lakshya_gepa_adapter.py
examples/blog_posts/langprobe/task_specific/iris/plot_optimization_curve.py
examples/blog_posts/langprobe/task_specific/iris/run_comparison.py
examples/blog_posts/langprobe/task_specific/iris/run_comparison.sh
examples/blog_posts/langprobe/task_specific/iris/run_comparison_iris.py
examples/blog_posts/langprobe/task_specific/iris/run_dspy_gepa.sh
examples/blog_posts/langprobe/task_specific/iris/run_dspy_gepa_iris.py
examples/blog_posts/langprobe/task_specific/iris/run_dspy_miprov2.sh
examples/blog_posts/langprobe/task_specific/iris/run_dspy_miprov2_iris.py
examples/blog_posts/langprobe/task_specific/iris/run_gepa_local.py
examples/blog_posts/langprobe/task_specific/iris/run_lakshya_gepa.sh
examples/blog_posts/langprobe/task_specific/iris/run_lakshya_gepa_iris.py
examples/blog_posts/langprobe/task_specific/iris/run_mipro_local.py
examples/blog_posts/langprobe/task_specific/iris/run_mipro_local_README.md
examples/blog_posts/langprobe/task_specific/iris/synth_iris_adapter.py
examples/blog_posts/langprobe/task_specific/iris/test_baseline_fetch.py
examples/blog_posts/langprobe/task_specific/pupa/dspy_pupa_adapter.py
examples/blog_posts/langprobe/task_specific/pupa/gepa_ai_pupa_adapter.py
examples/blog_posts/langprobe/task_specific/pupa/pupa_gepa.toml
examples/blog_posts/langprobe/task_specific/pupa/pupa_mipro.toml
examples/blog_posts/langprobe/task_specific/sokoban/sokoban_gepa.toml
examples/blog_posts/langprobe/task_specific/sokoban/sokoban_mipro.toml
examples/blog_posts/langprobe/task_specific/verilog/dspy_verilog_adapter.py
examples/blog_posts/langprobe/task_specific/verilog/gepa_ai_verilog_adapter.py
examples/blog_posts/langprobe/task_specific/verilog/run_mipro_local.py
examples/blog_posts/langprobe/task_specific/verilog/verilog_gepa.toml
examples/blog_posts/langprobe/task_specific/verilog/verilog_mipro.toml
examples/blog_posts/langprobe/task_specific_agentic/crafter/crafter_gepa.toml
examples/blog_posts/langprobe/task_specific_agentic/crafter/crafter_task_app.py
examples/blog_posts/langprobe/task_specific_agentic/sokoban/sokoban_gepa.toml
examples/blog_posts/langprobe/task_specific_agentic/sokoban/sokoban_task_app.py
examples/blog_posts/langprobe/task_specific_agentic/verilog/verilog_gepa.toml
examples/blog_posts/langprobe/task_specific_agentic/verilog/verilog_task_app.py
examples/blog_posts/mipro/README.md
examples/blog_posts/mipro/deploy_banking77_pipeline_task_app.sh
examples/blog_posts/mipro/deploy_banking77_task_app.sh
examples/blog_posts/mipro/multi_step.md
examples/blog_posts/mipro/run_mipro_banking77.sh
examples/blog_posts/mipro/run_mipro_banking77_pipeline.sh
examples/blog_posts/mipro/run_mipro_banking77_pipeline_gemini_flash_lite.sh
examples/blog_posts/mipro/run_mipro_banking77_pipeline_gpt41mini.sh
examples/blog_posts/mipro/run_mipro_in_process.py
examples/blog_posts/mipro/verify_banking77_setup.sh
examples/blog_posts/mipro/configs/banking77_mipro_local.toml
examples/blog_posts/mipro/configs/banking77_mipro_test.toml
examples/blog_posts/mipro/configs/banking77_pipeline_mipro_gemini_flash_lite_local.toml
examples/blog_posts/mipro/configs/banking77_pipeline_mipro_gpt41mini_local.toml
examples/blog_posts/mipro/configs/banking77_pipeline_mipro_local.toml
examples/blog_posts/mipro/configs/banking77_pipeline_mipro_test.toml
examples/blog_posts/pokemon_vl/README.md
examples/blog_posts/pokemon_vl/extract_images.py
examples/blog_posts/pokemon_vl/pokemon_vl_baseline.py
examples/blog_posts/pokemon_vl/run_eval_extract_images.py
examples/blog_posts/pokemon_vl/run_qwen_eval_extract_images.py
examples/blog_posts/pokemon_vl/text_box_analysis.md
examples/blog_posts/pokemon_vl/configs/eval_gpt5nano.toml
examples/blog_posts/pokemon_vl/configs/eval_qwen3_vl.toml
examples/blog_posts/pokemon_vl/configs/eval_rl_final.toml
examples/blog_posts/pokemon_vl/configs/filter_high_reward.toml
examples/blog_posts/pokemon_vl/configs/train_rl_from_sft.toml
examples/blog_posts/pokemon_vl/configs/train_sft_qwen4b_vl.toml
examples/blog_posts/vendored_prompt_learning/CHANGES_SUMMARY.md
examples/blog_posts/vendored_prompt_learning/CONSOLIDATION.md
examples/blog_posts/vendored_prompt_learning/PRODUCTION_PROMPT_OPTIMIZATION.md
examples/blog_posts/vendored_prompt_learning/README.md
examples/blog_posts/vendored_prompt_learning/TEST_RUN.md
examples/blog_posts/vendored_prompt_learning/issues.md
examples/blog_posts/vendored_prompt_learning/run_gepa_example.py
examples/blog_posts/vendored_prompt_learning/run_mipro_example.py
examples/blog_posts/vendored_prompt_learning/task_app.py
examples/blog_posts/vendored_prompt_learning/configs/banking77_gepa_local.toml
examples/blog_posts/vendored_prompt_learning/configs/banking77_gepa_test.toml
examples/blog_posts/vendored_prompt_learning/configs/banking77_mipro_local.toml
examples/blog_posts/vendored_prompt_learning/configs/banking77_mipro_test.toml
examples/blog_posts/vendored_prompt_learning/configs/banking77_pipeline_gepa_local.toml
examples/blog_posts/vendored_prompt_learning/configs/banking77_pipeline_gepa_test.toml
examples/blog_posts/vendored_prompt_learning/configs/banking77_pipeline_mipro_gemini_flash_lite_local.toml
examples/blog_posts/vendored_prompt_learning/configs/banking77_pipeline_mipro_gpt41mini_local.toml
examples/blog_posts/vendored_prompt_learning/configs/banking77_pipeline_mipro_local.toml
examples/blog_posts/vendored_prompt_learning/configs/banking77_pipeline_mipro_test.toml
examples/blog_posts/vendored_prompt_learning/configs/heartdisease_gepa_dspy.toml
examples/blog_posts/vendored_prompt_learning/configs/heartdisease_gepa_gepa_ai.toml
examples/blog_posts/vendored_prompt_learning/configs/heartdisease_gepa_local.toml
examples/blog_posts/vendored_prompt_learning/configs/heartdisease_gepa_synth.toml
examples/blog_posts/vendored_prompt_learning/configs/heartdisease_mipro_dspy.toml
examples/blog_posts/vendored_prompt_learning/configs/heartdisease_mipro_gepa_ai.toml
examples/blog_posts/vendored_prompt_learning/configs/heartdisease_mipro_local.toml
examples/blog_posts/vendored_prompt_learning/configs/heartdisease_mipro_synth.toml
examples/blog_posts/vendored_prompt_learning/configs/hotpotqa_gepa_local.toml
examples/blog_posts/vendored_prompt_learning/configs/hotpotqa_gepa_qwen.toml
examples/blog_posts/vendored_prompt_learning/configs/hotpotqa_mipro_local.toml
examples/blog_posts/vendored_prompt_learning/configs/hover_gepa_local.toml
examples/blog_posts/vendored_prompt_learning/configs/hover_gepa_qwen.toml
examples/blog_posts/vendored_prompt_learning/configs/hover_mipro_local.toml
examples/blog_posts/vendored_prompt_learning/configs/ifbench_gepa_local.toml
examples/blog_posts/vendored_prompt_learning/configs/ifbench_gepa_qwen.toml
examples/blog_posts/vendored_prompt_learning/configs/ifbench_mipro_local.toml
examples/blog_posts/vendored_prompt_learning/configs/pupa_gepa_local.toml
examples/blog_posts/vendored_prompt_learning/configs/pupa_mipro_local.toml
examples/blog_posts/vendored_prompt_learning/docs/HEARTDISEASE_DEMO.md
examples/blog_posts/vendored_prompt_learning/docs/PROPOSER_MODES_TEST.md
examples/blog_posts/vendored_prompt_learning/docs/README.md
examples/blog_posts/vendored_prompt_learning/docs/RESULTS_SUMMARY.md
examples/blog_posts/vendored_prompt_learning/docs/multi_step.md
examples/blog_posts/vendored_prompt_learning/scripts/check_backend_route.py
examples/blog_posts/vendored_prompt_learning/scripts/deploy_banking77_pipeline_task_app.sh
examples/blog_posts/vendored_prompt_learning/scripts/deploy_banking77_task_app.sh
examples/blog_posts/vendored_prompt_learning/scripts/gepa_baseline.py
examples/blog_posts/vendored_prompt_learning/scripts/heartdisease_baseline.py
examples/blog_posts/vendored_prompt_learning/scripts/heartdisease_gepa_standalone.py
examples/blog_posts/vendored_prompt_learning/scripts/query_prompts_example.py
examples/blog_posts/vendored_prompt_learning/scripts/run_dspy_gepa_heartdisease.py
examples/blog_posts/vendored_prompt_learning/scripts/run_fully_in_process.py
examples/blog_posts/vendored_prompt_learning/scripts/run_gepa_banking77.sh
examples/blog_posts/vendored_prompt_learning/scripts/run_gepa_banking77_in_process.py
examples/blog_posts/vendored_prompt_learning/scripts/run_gepa_banking77_pipeline.sh
examples/blog_posts/vendored_prompt_learning/scripts/run_mipro_banking77.sh
examples/blog_posts/vendored_prompt_learning/scripts/run_mipro_banking77_pipeline.sh
examples/blog_posts/vendored_prompt_learning/scripts/run_mipro_banking77_pipeline_gemini_flash_lite.sh
examples/blog_posts/vendored_prompt_learning/scripts/run_mipro_banking77_pipeline_gpt41mini.sh
examples/blog_posts/vendored_prompt_learning/scripts/run_mipro_in_process.py
examples/blog_posts/vendored_prompt_learning/scripts/run_synth_gepa_heartdisease.py
examples/blog_posts/vendored_prompt_learning/scripts/task_apps.py
examples/blog_posts/vendored_prompt_learning/scripts/test_gepa_local.sh
examples/blog_posts/vendored_prompt_learning/scripts/test_proposer_modes.py
examples/blog_posts/vendored_prompt_learning/scripts/test_proposer_modes_local.py
examples/blog_posts/vendored_prompt_learning/scripts/verify_banking77_setup.sh
examples/blog_posts/warming_up_to_rl/ARCHITECTURE.md
examples/blog_posts/warming_up_to_rl/FINAL_TEST_RESULTS.md
examples/blog_posts/warming_up_to_rl/INFERENCE_SUCCESS.md
examples/blog_posts/warming_up_to_rl/README.md
examples/blog_posts/warming_up_to_rl/SMOKE_TESTING.md
examples/blog_posts/warming_up_to_rl/SMOKE_TEST_COMPLETE.md
examples/blog_posts/warming_up_to_rl/warming_up_to_rl_baseline.py
examples/blog_posts/warming_up_to_rl/configs/eval_baseline_qwen32b_10x20.toml
examples/blog_posts/warming_up_to_rl/configs/eval_ft_qwen4b.toml
examples/blog_posts/warming_up_to_rl/configs/eval_ft_qwen4b_10x20.toml
examples/blog_posts/warming_up_to_rl/configs/eval_groq_qwen32b.toml
examples/blog_posts/warming_up_to_rl/configs/eval_openai_gpt_oss_120b.toml
examples/blog_posts/warming_up_to_rl/configs/filter_high_reward_dataset.toml
examples/blog_posts/warming_up_to_rl/configs/smoke_test.toml
examples/blog_posts/warming_up_to_rl/configs/train_rl_from_sft.toml
examples/blog_posts/warming_up_to_rl/configs/train_sft_qwen4b.toml
examples/dev/qwen3_32b_qlora_4xh100.toml
examples/gepa/IN_PROCESS_ACTION_ITEMS.md
examples/gepa/IN_PROCESS_GEPA_DEMO.md
examples/gepa/IN_PROCESS_IMPLEMENTATION_COMPLETE.md
examples/gepa/IN_PROCESS_REVIEW.md
examples/gepa/README.md
examples/gepa/banking77_pipeline_gepa.toml
examples/gepa/multi_stage_gepa_example.toml
examples/gepa/run_gepa_banking77_pipeline.sh
examples/gepa/run_gepa_parallel.py
examples/gepa/run_in_process_gepa.py
examples/gepa/run_synth_gepa_in_process.py
examples/multi_step/SFT_README.md
examples/multi_step/convert_traces_to_sft.py
examples/multi_step/crafter_rl_lora.md
examples/multi_step/readme.md
examples/multi_step/run_sft_qwen30b.sh
examples/multi_step/sse_metrics_streaming_notes.md
examples/multi_step/task_app_config_notes.md
examples/multi_step/verilog_rl_lora.md
examples/multi_step/configs/README_verilog_rl.md
examples/multi_step/configs/VERILOG_REWARDS.md
examples/multi_step/configs/VERILOG_RL_CHECKLIST.md
examples/multi_step/configs/crafter_eval_synth_qwen4b.toml
examples/multi_step/configs/crafter_eval_text_only_groq_qwen32b.toml
examples/multi_step/configs/crafter_rl_outcome.toml
examples/multi_step/configs/crafter_rl_stepwise_hosted_judge.toml
examples/multi_step/configs/crafter_rl_stepwise_shaped.toml
examples/multi_step/configs/crafter_rl_stepwise_simple.toml
examples/multi_step/configs/crafter_rl_stepwise_simple_NEW_FORMAT.toml
examples/multi_step/configs/crafter_sft_qwen30b_lora.toml
examples/multi_step/configs/crafter_synth_backend.md
examples/multi_step/configs/verilog_eval_groq_qwen32b.toml
examples/multi_step/configs/verilog_eval_synth_qwen8b.toml
examples/multi_step/configs/verilog_rl_lora.toml
examples/multi_step/judges/crafter_backend_judge.py
examples/multi_step/judges/verilog_backend_judge.py
examples/qwen_coder/README.md
examples/qwen_coder/_shared.py
examples/qwen_coder/generate_dataset.py
examples/qwen_coder/infer_ft_smoke.py
examples/qwen_coder/infer_prod_proxy.py
examples/qwen_coder/infer_via_synth.py
examples/qwen_coder/sft_full_17b.py
examples/qwen_coder/sft_lora_30b.py
examples/qwen_coder/subset_jsonl.py
examples/qwen_coder/todos.md
examples/qwen_coder/validate_jsonl.py
examples/qwen_coder/configs/coder_lora_30b.toml
examples/qwen_coder/configs/coder_lora_4b.toml
examples/qwen_coder/configs/coder_lora_small.toml
examples/qwen_coder/scripts/infer_coder.sh
examples/qwen_coder/scripts/train_coder_30b.sh
examples/qwen_vl/BUGS_AND_FIXES.md
examples/qwen_vl/IMAGE_VALIDATION_COMPLETE.md
examples/qwen_vl/IMAGE_VALIDATION_SUMMARY.md
examples/qwen_vl/INFERENCE_SFT_TESTS.md
examples/qwen_vl/NEXT_STEPS_2B.md
examples/qwen_vl/QUICKSTART.md
examples/qwen_vl/QUICKSTART_RL_VISION.md
examples/qwen_vl/README.md
examples/qwen_vl/RL_VISION_COMPLETE.md
examples/qwen_vl/RL_VISION_TESTING.md
examples/qwen_vl/SDK_VISION_INTEGRATION.md
examples/qwen_vl/SETUP_COMPLETE.md
examples/qwen_vl/VISION_TESTS_COMPLETE.md
examples/qwen_vl/VLM_PIPELINE_COMPLETE.md
examples/qwen_vl/__init__.py
examples/qwen_vl/collect_data_via_cli.md
examples/qwen_vl/collect_vision_traces.py
examples/qwen_vl/crafter_gpt5nano_agent.py
examples/qwen_vl/crafter_qwen_vl_agent.py
examples/qwen_vl/run_vision_comparison.sh
examples/qwen_vl/run_vision_sft_pipeline.sh
examples/qwen_vl/test_image_validation.py
examples/qwen_vl/test_sft_vision_data.py
examples/qwen_vl/configs/crafter_rl_vision_qwen3vl4b.toml
examples/qwen_vl/configs/crafter_vlm_sft_example.toml
examples/qwen_vl/configs/eval_gpt4o_mini_vision.toml
examples/qwen_vl/configs/eval_gpt4o_vision_proper.toml
examples/qwen_vl/configs/eval_gpt5nano_vision.toml
examples/qwen_vl/configs/eval_qwen3vl_vision.toml
examples/qwen_vl/configs/filter_qwen3vl_sft.toml
examples/qwen_vl/configs/filter_vision_sft.toml
examples/qwen_vl/configs/filter_vision_test.toml
examples/qwen_vl/configs/sft_qwen3_vl_2b_test.toml
examples/rl/README.md
examples/rl/download_dataset.py
examples/rl/run_eval.py
examples/rl/run_rl_and_save.py
examples/rl/configs/eval_base_qwen.toml
examples/rl/configs/eval_rl_qwen.toml
examples/rl/configs/rl_from_base_qwen.toml
examples/rl/configs/rl_from_base_qwen17.toml
examples/rl/configs/rl_from_ft_qwen.toml
examples/rl/task_app/README.md
examples/rl/task_app/math_single_step.py
examples/rl/task_app/math_task_app.py
examples/sft/README.md
examples/sft/evaluate.py
examples/sft/export_dataset.py
examples/sft/generate_traces.py
examples/sft/configs/crafter_fft_qwen0p6b.toml
examples/sft/configs/crafter_lora_qwen0p6b.toml
examples/swe/__init__.py
examples/swe/task_app/README.md
examples/swe/task_app/__init__.py
examples/swe/task_app/grpo_swe_mini.py
examples/swe/task_app/grpo_swe_mini_task_app.py
examples/swe/task_app/morph_backend.py
examples/swe/task_app/hosted/README.md
examples/swe/task_app/hosted/__init__.py
examples/swe/task_app/hosted/branching.py
examples/swe/task_app/hosted/environment_routes.py
examples/swe/task_app/hosted/hosted_app.py
examples/swe/task_app/hosted/main.py
examples/swe/task_app/hosted/policy_routes.py
examples/swe/task_app/hosted/registry.py
examples/swe/task_app/hosted/rollout.py
examples/swe/task_app/hosted/test_agents.py
examples/swe/task_app/hosted/test_service.py
examples/swe/task_app/hosted/utils.py
examples/swe/task_app/hosted/envs/__init__.py
examples/swe/task_app/hosted/envs/crafter/__init__.py
examples/swe/task_app/hosted/envs/crafter/app.py
examples/swe/task_app/hosted/envs/crafter/environment.py
examples/swe/task_app/hosted/envs/crafter/policy.py
examples/swe/task_app/hosted/envs/crafter/react_agent.py
examples/swe/task_app/hosted/envs/crafter/shared.py
examples/swe/task_app/hosted/envs/crafter/tools.py
examples/swe/task_app/hosted/envs/mini_swe/__init__.py
examples/swe/task_app/hosted/envs/mini_swe/environment.py
examples/swe/task_app/hosted/envs/mini_swe/policy.py
examples/swe/task_app/hosted/envs/mini_swe/shared.py
examples/swe/task_app/hosted/envs/mini_swe/tools.py
examples/swe/task_app/hosted/inference/__init__.py
examples/swe/task_app/hosted/inference/openai_client.py
examples/swe/task_app/hosted/storage/__init__.py
examples/swe/task_app/hosted/storage/volume.py
examples/task_apps/IMAGE_ONLY_EVAL_QUICKSTART.md
examples/task_apps/TESTING.md
examples/task_apps/__init__.py
examples/task_apps/banking77/__init__.py
examples/task_apps/banking77/banking77_task_app.py
examples/task_apps/banking77/deploy_wrapper.py
examples/task_apps/banking77_pipeline/__init__.py
examples/task_apps/banking77_pipeline/banking77_pipeline_task_app.py
examples/task_apps/banking77_pipeline/deploy_wrapper.py
examples/task_apps/crafter/CREATE_SFT_DATASET.md
examples/task_apps/crafter/EVAL_IMAGE_ONLY_RESULTS.md
examples/task_apps/crafter/FILTER_COMMAND_STATUS.md
examples/task_apps/crafter/FILTER_COMMAND_SUCCESS.md
examples/task_apps/crafter/QUERY_EXAMPLES.md
examples/task_apps/crafter/README_IMAGE_ONLY_EVAL.md
examples/task_apps/crafter/__init__.py
examples/task_apps/crafter/eval_image_only_gpt4o.toml
examples/task_apps/crafter/eval_text_only_groq_llama.toml
examples/task_apps/crafter/filter_sft_dataset.toml
examples/task_apps/crafter/task_app/README.md
examples/task_apps/crafter/task_app/__init__.py
examples/task_apps/crafter/task_app/grpo_crafter.py
examples/task_apps/crafter/task_app/grpo_crafter_task_app.py
examples/task_apps/crafter/task_app/synth_envs_hosted/README.md
examples/task_apps/crafter/task_app/synth_envs_hosted/__init__.py
examples/task_apps/crafter/task_app/synth_envs_hosted/branching.py
examples/task_apps/crafter/task_app/synth_envs_hosted/environment_routes.py
examples/task_apps/crafter/task_app/synth_envs_hosted/hosted_app.py
examples/task_apps/crafter/task_app/synth_envs_hosted/main.py
examples/task_apps/crafter/task_app/synth_envs_hosted/policy_routes.py
examples/task_apps/crafter/task_app/synth_envs_hosted/registry.py
examples/task_apps/crafter/task_app/synth_envs_hosted/rollout.py
examples/task_apps/crafter/task_app/synth_envs_hosted/test_agents.py
examples/task_apps/crafter/task_app/synth_envs_hosted/test_service.py
examples/task_apps/crafter/task_app/synth_envs_hosted/utils.py
examples/task_apps/crafter/task_app/synth_envs_hosted/envs/__init__.py
examples/task_apps/crafter/task_app/synth_envs_hosted/envs/crafter/__init__.py
examples/task_apps/crafter/task_app/synth_envs_hosted/envs/crafter/app.py
examples/task_apps/crafter/task_app/synth_envs_hosted/envs/crafter/environment.py
examples/task_apps/crafter/task_app/synth_envs_hosted/envs/crafter/policy.py
examples/task_apps/crafter/task_app/synth_envs_hosted/envs/crafter/react_agent.py
examples/task_apps/crafter/task_app/synth_envs_hosted/envs/crafter/shared.py
examples/task_apps/crafter/task_app/synth_envs_hosted/envs/crafter/tools.py
examples/task_apps/crafter/task_app/synth_envs_hosted/inference/__init__.py
examples/task_apps/crafter/task_app/synth_envs_hosted/inference/openai_client.py
examples/task_apps/crafter/task_app/synth_envs_hosted/storage/__init__.py
examples/task_apps/crafter/task_app/synth_envs_hosted/storage/volume.py
examples/task_apps/dev/pokemon_emerald/__init__.py
examples/task_apps/dev/pokemon_emerald/modal_app.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/README.md
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/grab_map.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/manual.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/pyproject.toml
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/run.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/agent/__init__.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/agent/action.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/agent/memory.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/agent/perception.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/agent/planning.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/agent/simple.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/agent/system_prompt.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/pokemon_env/__init__.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/pokemon_env/emerald_utils.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/pokemon_env/emulator.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/pokemon_env/enums.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/pokemon_env/memory_reader.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/pokemon_env/types.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/pokemon_env/utils.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/server/__init__.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/server/app.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/server/client.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/server/frame_server.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/tests/README.md
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/tests/__init__.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/tests/run_tests.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/tests/test_agent_direct.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/tests/test_agent_prompts.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/tests/test_battle_state_formatting.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/tests/test_dialogue_detection.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/tests/test_dialogue_detection_comprehensive.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/tests/test_direct_agent_emulator.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/tests/test_fps_adjustment_pytest.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/tests/test_house_to_outside_direct.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/tests/test_house_to_outside_transition.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/tests/test_map_ground_truth_comparison.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/tests/test_memory_map.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/tests/test_server_map_validation.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/tests/test_torchic_state.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/utils/__init__.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/utils/anticheat.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/utils/checkpoint.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/utils/error_handler.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/utils/get_local_ip.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/utils/helpers.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/utils/llm_logger.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/utils/map_formatter.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/utils/map_stitcher.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/utils/map_stitcher_singleton.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/utils/map_trimmer.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/utils/map_visualizer.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/utils/ocr_dialogue.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/utils/recording.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/utils/state_formatter.py
examples/task_apps/dev/pokemon_emerald/external/pokeagent-speedrun/utils/vlm.py
examples/task_apps/dev/pokemon_emerald/task_app/README.md
examples/task_apps/dev/pokemon_emerald/task_app/__init__.py
examples/task_apps/dev/pokemon_emerald/task_app/pokemon_emerald.py
examples/task_apps/enron/__init__.py
examples/task_apps/enron/eval_groq_qwen32.toml
examples/task_apps/enron/filter_sft.toml
examples/task_apps/enron/task_app/README.md
examples/task_apps/enron/task_app/__init__.py
examples/task_apps/enron/task_app/grpo_enron.py
examples/task_apps/enron/task_app/grpo_enron_task_app.py
examples/task_apps/enron/tests/__init__.py
examples/task_apps/enron/tests/conftest.py
examples/task_apps/enron/tests/integration/__init__.py
examples/task_apps/enron/tests/integration/test_enron_eval.py
examples/task_apps/enron/tests/integration/test_enron_rollout.py
examples/task_apps/enron/tests/unit/__init__.py
examples/task_apps/enron/tests/unit/test_enron_environment.py
examples/task_apps/gepa_benchmarks/__init__.py
examples/task_apps/gepa_benchmarks/common.py
examples/task_apps/gepa_benchmarks/crafter_task_app.py
examples/task_apps/gepa_benchmarks/hotpotqa_task_app.py
examples/task_apps/gepa_benchmarks/hover_task_app.py
examples/task_apps/gepa_benchmarks/ifbench_task_app.py
examples/task_apps/gepa_benchmarks/pupa_task_app.py
examples/task_apps/gepa_benchmarks/sokoban_task_app.py
examples/task_apps/gepa_benchmarks/verilog_task_app.py
examples/task_apps/math/README.md
examples/task_apps/math/__init__.py
examples/task_apps/math/math_single_step.py
examples/task_apps/math/math_task_app.py
examples/task_apps/other_langprobe_benchmarks/README.md
examples/task_apps/other_langprobe_benchmarks/README_MATH.md
examples/task_apps/other_langprobe_benchmarks/__init__.py
examples/task_apps/other_langprobe_benchmarks/gsm8k_baseline.py
examples/task_apps/other_langprobe_benchmarks/gsm8k_task_app.py
examples/task_apps/other_langprobe_benchmarks/heartdisease_baseline.py
examples/task_apps/other_langprobe_benchmarks/heartdisease_task_app.py
examples/task_apps/other_langprobe_benchmarks/humaneval_baseline.py
examples/task_apps/other_langprobe_benchmarks/humaneval_task_app.py
examples/task_apps/other_langprobe_benchmarks/iris_baseline.py
examples/task_apps/other_langprobe_benchmarks/iris_task_app.py
examples/task_apps/other_langprobe_benchmarks/math_baseline.py
examples/task_apps/other_langprobe_benchmarks/math_task_app.py
examples/task_apps/pokemon_battle/__init__.py
examples/task_apps/pokemon_battle/modal_app.py
examples/task_apps/pokemon_battle/task_app/README.md
examples/task_apps/pokemon_battle/task_app/__init__.py
examples/task_apps/pokemon_battle/task_app/pokemon_showdown.py
examples/task_apps/pokemon_red/EVAL_IMAGE_ONLY_COMPLETE.md
examples/task_apps/pokemon_red/EVAL_IMAGE_ONLY_STATUS.md
examples/task_apps/pokemon_red/README.md
examples/task_apps/pokemon_red/README_IMAGE_ONLY_EVAL.md
examples/task_apps/pokemon_red/__init__.py
examples/task_apps/pokemon_red/eval_image_only_gpt4o.toml
examples/task_apps/pokemon_red/eval_pokemon_red_policy.py
examples/task_apps/pokemon_red/pallet_town_rl_config.toml
examples/task_apps/pokemon_red/task_app.py
examples/task_apps/pokemon_red/test_pallet_town_rewards.py
examples/task_apps/sokoban/README.md
examples/task_apps/sokoban/__init__.py
examples/task_apps/sokoban/eval_groq_qwen32.toml
examples/task_apps/sokoban/eval_openai_gpt5.toml
examples/task_apps/sokoban/filter_sft.toml
examples/task_apps/sokoban/task_app.py
examples/task_apps/sokoban/tests/__init__.py
examples/task_apps/sokoban/tests/conftest.py
examples/task_apps/sokoban/tests/integration/__init__.py
examples/task_apps/sokoban/tests/integration/test_sokoban_eval.py
examples/task_apps/sokoban/tests/integration/test_sokoban_rollout.py
examples/task_apps/sokoban/tests/unit/__init__.py
examples/task_apps/sokoban/tests/unit/test_sokoban_environment.py
examples/task_apps/verilog/__init__.py
examples/task_apps/verilog/eval_groq_qwen32b.toml
examples/task_apps/verilog/filter_sft.toml
examples/task_apps/verilog/task_app/README.md
examples/task_apps/verilog/task_app/__init__.py
examples/task_apps/verilog/task_app/grpo_verilog.py
examples/task_apps/verilog/task_app/grpo_verilog_task_app.py
examples/task_apps/verilog/tests/__init__.py
examples/task_apps/verilog/tests/conftest.py
examples/task_apps/verilog/tests/integration/__init__.py
examples/task_apps/verilog/tests/integration/test_verilog_eval.py
examples/task_apps/verilog/tests/integration/test_verilog_rollout.py
examples/task_apps/verilog/tests/unit/__init__.py
examples/task_apps/verilog/tests/unit/test_verilog_scoring.py
examples/tunnel_gepa_banking77/README.md
examples/tunnel_gepa_banking77/banking77_gepa_tunnel.toml
examples/tunnel_gepa_banking77/keep_tunnel_running.py
examples/tunnel_gepa_banking77/run_gepa_with_tunnel.sh
examples/vlm/PROPOSAL.md
examples/vlm/README.md
examples/vlm/crafter_image_only_agent.py
examples/vlm/crafter_openai_vlm_agent.py
examples/vlm/filter_image_rows.py
examples/vlm/run_crafter_vlm_benchmark.py
examples/vlm/configs/crafter_vlm_gpt4o.toml
examples/warming_up_to_rl/_utils.py
examples/warming_up_to_rl/analyze_trace_db.py
examples/warming_up_to_rl/export_trace_sft.py
examples/warming_up_to_rl/groq_test.py
examples/warming_up_to_rl/manage_secrets.py
examples/warming_up_to_rl/readme.md
examples/warming_up_to_rl/run_eval.py
examples/warming_up_to_rl/run_fft_and_save.py
examples/warming_up_to_rl/run_local_rollout.py
examples/warming_up_to_rl/run_local_rollout_modal.py
examples/warming_up_to_rl/run_local_rollout_parallel.py
examples/warming_up_to_rl/run_local_rollout_traced.py
examples/warming_up_to_rl/run_rl_and_save.py
examples/warming_up_to_rl/run_rollout_remote.py
examples/warming_up_to_rl/configs/crafter_fft.toml
examples/warming_up_to_rl/configs/crafter_fft_4b.toml
examples/warming_up_to_rl/configs/eval_fft_qwen4b.toml
examples/warming_up_to_rl/configs/eval_groq_qwen32b.toml
examples/warming_up_to_rl/configs/eval_modal_qwen4b.toml
examples/warming_up_to_rl/configs/eval_stepwise_complex.toml
examples/warming_up_to_rl/configs/eval_stepwise_consistent.toml
examples/warming_up_to_rl/configs/eval_stepwise_per_achievement.toml
examples/warming_up_to_rl/configs/eval_stepwise_simple.toml
examples/warming_up_to_rl/configs/rl_from_base_qwen4b.toml
examples/warming_up_to_rl/configs/rl_from_ft.toml
examples/warming_up_to_rl/old/event_rewards.md
examples/warming_up_to_rl/old/notes.md
examples/warming_up_to_rl/task_app/README.md
examples/warming_up_to_rl/task_app/grpo_crafter.py
examples/warming_up_to_rl/task_app/grpo_crafter_task_app.py
examples/warming_up_to_rl/task_app/synth_envs_hosted/README.md
examples/warming_up_to_rl/task_app/synth_envs_hosted/__init__.py
examples/warming_up_to_rl/task_app/synth_envs_hosted/branching.py
examples/warming_up_to_rl/task_app/synth_envs_hosted/environment_routes.py
examples/warming_up_to_rl/task_app/synth_envs_hosted/hosted_app.py
examples/warming_up_to_rl/task_app/synth_envs_hosted/main.py
examples/warming_up_to_rl/task_app/synth_envs_hosted/policy_routes.py
examples/warming_up_to_rl/task_app/synth_envs_hosted/registry.py
examples/warming_up_to_rl/task_app/synth_envs_hosted/rollout.py
examples/warming_up_to_rl/task_app/synth_envs_hosted/test_agents.py
examples/warming_up_to_rl/task_app/synth_envs_hosted/test_service.py
examples/warming_up_to_rl/task_app/synth_envs_hosted/utils.py
examples/warming_up_to_rl/task_app/synth_envs_hosted/envs/__init__.py
examples/warming_up_to_rl/task_app/synth_envs_hosted/envs/crafter/__init__.py
examples/warming_up_to_rl/task_app/synth_envs_hosted/envs/crafter/app.py
examples/warming_up_to_rl/task_app/synth_envs_hosted/envs/crafter/environment.py
examples/warming_up_to_rl/task_app/synth_envs_hosted/envs/crafter/policy.py
examples/warming_up_to_rl/task_app/synth_envs_hosted/envs/crafter/react_agent.py
examples/warming_up_to_rl/task_app/synth_envs_hosted/envs/crafter/shared.py
examples/warming_up_to_rl/task_app/synth_envs_hosted/envs/crafter/tools.py
examples/warming_up_to_rl/task_app/synth_envs_hosted/inference/__init__.py
examples/warming_up_to_rl/task_app/synth_envs_hosted/inference/openai_client.py
examples/warming_up_to_rl/task_app/synth_envs_hosted/storage/__init__.py
examples/warming_up_to_rl/task_app/synth_envs_hosted/storage/volume.py
examples/workflows/__init__.py
examples/workflows/math_rl/__init__.py
examples/workflows/math_rl/download_dataset.py
examples/workflows/math_rl/run_eval.py
examples/workflows/math_rl/run_rl_and_save.py
examples/workflows/math_rl/configs/eval_base_qwen.toml
examples/workflows/math_rl/configs/eval_rl_qwen.toml
examples/workflows/math_rl/configs/rl_from_base_qwen.toml
examples/workflows/math_rl/configs/rl_from_base_qwen17.toml
examples/workflows/math_rl/configs/rl_from_ft_qwen.toml
synth_ai/__init__.py
synth_ai/__main__.py
synth_ai/cfgs.py
synth_ai/cloudflare.py
synth_ai/http.py
synth_ai/http_client.py
synth_ai/judge_schemas.py
synth_ai/modal.py
synth_ai/py.typed
synth_ai/types.py
synth_ai/urls.py
synth_ai/uvicorn.py
synth_ai.egg-info/PKG-INFO
synth_ai.egg-info/SOURCES.txt
synth_ai.egg-info/dependency_links.txt
synth_ai.egg-info/entry_points.txt
synth_ai.egg-info/requires.txt
synth_ai.egg-info/top_level.txt
synth_ai/_utils/__init__.py
synth_ai/_utils/base_url.py
synth_ai/_utils/http.py
synth_ai/_utils/prompts.py
synth_ai/_utils/task_app_state.py
synth_ai/_utils/user_config.py
synth_ai/api/models/supported.py
synth_ai/api/train/__init__.py
synth_ai/api/train/builders.py
synth_ai/api/train/cli.py
synth_ai/api/train/config_finder.py
synth_ai/api/train/env_resolver.py
synth_ai/api/train/pollers.py
synth_ai/api/train/prompt_learning.py
synth_ai/api/train/sft.py
synth_ai/api/train/summary.py
synth_ai/api/train/supported_algos.py
synth_ai/api/train/task_app.py
synth_ai/api/train/utils.py
synth_ai/api/train/validators.py
synth_ai/api/train/configs/__init__.py
synth_ai/api/train/configs/prompt_learning.py
synth_ai/api/train/configs/rl.py
synth_ai/api/train/configs/sft.py
synth_ai/api/train/configs/shared.py
synth_ai/auth/credentials.py
synth_ai/baseline/__init__.py
synth_ai/baseline/config.py
synth_ai/baseline/discovery.py
synth_ai/baseline/execution.py
synth_ai/cli/__init__.py
synth_ai/cli/__main__.py
synth_ai/cli/_modal_wrapper.py
synth_ai/cli/_storage.py
synth_ai/cli/_typer_patch.py
synth_ai/cli/_validate_task_app.py
synth_ai/cli/balance.py
synth_ai/cli/calc.py
synth_ai/cli/claude.py
synth_ai/cli/codex.py
synth_ai/cli/demo.py
synth_ai/cli/deploy.py
synth_ai/cli/experiments.py
synth_ai/cli/mcp.py
synth_ai/cli/opencode.py
synth_ai/cli/queue.py
synth_ai/cli/recent.py
synth_ai/cli/rl_demo.py
synth_ai/cli/root.py
synth_ai/cli/setup.py
synth_ai/cli/status.py
synth_ai/cli/task_app_deploy.py
synth_ai/cli/task_app_list.py
synth_ai/cli/task_app_modal_serve.py
synth_ai/cli/task_app_serve.py
synth_ai/cli/task_apps.py
synth_ai/cli/traces.py
synth_ai/cli/train.py
synth_ai/cli/turso.py
synth_ai/cli/watch.py
synth_ai/cli/commands/__init__.py
synth_ai/cli/commands/artifacts/__init__.py
synth_ai/cli/commands/artifacts/client.py
synth_ai/cli/commands/artifacts/config.py
synth_ai/cli/commands/artifacts/core.py
synth_ai/cli/commands/artifacts/download.py
synth_ai/cli/commands/artifacts/export.py
synth_ai/cli/commands/artifacts/list.py
synth_ai/cli/commands/artifacts/parsing.py
synth_ai/cli/commands/artifacts/show.py
synth_ai/cli/commands/baseline/__init__.py
synth_ai/cli/commands/baseline/core.py
synth_ai/cli/commands/baseline/list.py
synth_ai/cli/commands/demo/__init__.py
synth_ai/cli/commands/demo/core.py
synth_ai/cli/commands/eval/__init__.py
synth_ai/cli/commands/eval/core.py
synth_ai/cli/commands/eval/errors.py
synth_ai/cli/commands/eval/validation.py
synth_ai/cli/commands/filter/__init__.py
synth_ai/cli/commands/filter/core.py
synth_ai/cli/commands/filter/errors.py
synth_ai/cli/commands/filter/validation.py
synth_ai/cli/commands/help/__init__.py
synth_ai/cli/commands/help/core.py
synth_ai/cli/commands/scan/__init__.py
synth_ai/cli/commands/scan/cloudflare_scanner.py
synth_ai/cli/commands/scan/core.py
synth_ai/cli/commands/scan/health_checker.py
synth_ai/cli/commands/scan/local_scanner.py
synth_ai/cli/commands/scan/models.py
synth_ai/cli/commands/smoke/__init__.py
synth_ai/cli/commands/smoke/core.py
synth_ai/cli/commands/status/__init__.py
synth_ai/cli/commands/status/client.py
synth_ai/cli/commands/status/config.py
synth_ai/cli/commands/status/errors.py
synth_ai/cli/commands/status/formatters.py
synth_ai/cli/commands/status/utils.py
synth_ai/cli/commands/status/subcommands/__init__.py
synth_ai/cli/commands/status/subcommands/files.py
synth_ai/cli/commands/status/subcommands/jobs.py
synth_ai/cli/commands/status/subcommands/models.py
synth_ai/cli/commands/status/subcommands/pricing.py
synth_ai/cli/commands/status/subcommands/runs.py
synth_ai/cli/commands/status/subcommands/session.py
synth_ai/cli/commands/status/subcommands/summary.py
synth_ai/cli/commands/status/subcommands/usage.py
synth_ai/cli/commands/train/__init__.py
synth_ai/cli/commands/train/core.py
synth_ai/cli/commands/train/errors.py
synth_ai/cli/commands/train/judge_schemas.py
synth_ai/cli/commands/train/judge_validation.py
synth_ai/cli/commands/train/validation.py
synth_ai/cli/eval/__init__.py
synth_ai/cli/eval/core.py
synth_ai/cli/eval/errors.py
synth_ai/cli/eval/validation.py
synth_ai/cli/filter/__init__.py
synth_ai/cli/filter/core.py
synth_ai/cli/filter/errors.py
synth_ai/cli/filter/validation.py
synth_ai/cli/lib/__init__.py
synth_ai/cli/lib/task_app_discovery.py
synth_ai/cli/lib/task_app_env.py
synth_ai/cli/modal_serve/__init__.py
synth_ai/cli/modal_serve/core.py
synth_ai/cli/modal_serve/errors.py
synth_ai/cli/modal_serve/validation.py
synth_ai/cli/serve/__init__.py
synth_ai/cli/serve/core.py
synth_ai/cli/serve/errors.py
synth_ai/cli/serve/validation.py
synth_ai/cli/train/__init__.py
synth_ai/cli/train/core.py
synth_ai/cli/train/errors.py
synth_ai/cli/train/validation.py
synth_ai/config/base_url.py
synth_ai/demos/__init__.py
synth_ai/demos/demo_registry.py
synth_ai/demos/core/__init__.py
synth_ai/demos/core/cli.py
synth_ai/demos/crafter/__init__.py
synth_ai/demos/crafter/crafter_fft_4b.toml
synth_ai/demos/crafter/grpo_crafter_task_app.py
synth_ai/demos/crafter/rl_from_base_qwen4b.toml
synth_ai/demos/demo_task_apps/__init__.py
synth_ai/demos/demo_task_apps/core.py
synth_ai/demos/demo_task_apps/crafter/__init__.py
synth_ai/demos/demo_task_apps/crafter/grpo_crafter_task_app.py
synth_ai/demos/demo_task_apps/crafter/configs/crafter_fft_4b.toml
synth_ai/demos/demo_task_apps/crafter/configs/rl_from_base_qwen4b.toml
synth_ai/demos/demo_task_apps/math/__init__.py
synth_ai/demos/demo_task_apps/math/_common.py
synth_ai/demos/demo_task_apps/math/app.py
synth_ai/demos/demo_task_apps/math/config.toml
synth_ai/demos/demo_task_apps/math/deploy_modal.py
synth_ai/demos/demo_task_apps/math/deploy_task_app.sh
synth_ai/demos/demo_task_apps/math/modal_task_app.py
synth_ai/demos/demo_task_apps/math/task_app_entry.py
synth_ai/demos/math/__init__.py
synth_ai/demos/math/_common.py
synth_ai/demos/math/app.py
synth_ai/demos/math/config.toml
synth_ai/demos/math/deploy_modal.py
synth_ai/demos/math/modal_task_app.py
synth_ai/demos/math/task_app_entry.py
synth_ai/environments/__init__.py
synth_ai/environments/environment/__init__.py
synth_ai/environments/environment/core.py
synth_ai/environments/environment/registry.py
synth_ai/environments/environment/results.py
synth_ai/environments/environment/shared_engine.py
synth_ai/environments/environment/artifacts/__init__.py
synth_ai/environments/environment/artifacts/base.py
synth_ai/environments/environment/db/__init__.py
synth_ai/environments/environment/db/sqlite.py
synth_ai/environments/environment/resources/sqlite.py
synth_ai/environments/environment/rewards/__init__.py
synth_ai/environments/environment/rewards/core.py
synth_ai/environments/environment/tools/__init__.py
synth_ai/environments/examples/__init__.py
synth_ai/environments/examples/bandit/__init__.py
synth_ai/environments/examples/bandit/engine.py
synth_ai/environments/examples/bandit/environment.py
synth_ai/environments/examples/bandit/taskset.py
synth_ai/environments/examples/crafter_classic/__init__.py
synth_ai/environments/examples/crafter_classic/config_logging.py
synth_ai/environments/examples/crafter_classic/debug_translation.py
synth_ai/environments/examples/crafter_classic/engine.py
synth_ai/environments/examples/crafter_classic/engine_deterministic_patch.py
synth_ai/environments/examples/crafter_classic/engine_serialization_patch_v3.py
synth_ai/environments/examples/crafter_classic/environment.py
synth_ai/environments/examples/crafter_classic/taskset.py
synth_ai/environments/examples/crafter_classic/trace_hooks_v3.py
synth_ai/environments/examples/crafter_classic/world_config_patch_simple.py
synth_ai/environments/examples/crafter_classic/agent_demos/analyze_semantic_words_markdown.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_comprehensive_evaluation.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_evaluation_browser.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_evaluation_config.toml
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_evaluation_framework.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_quick_evaluation.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_react_agent.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_trace_evaluation.py
synth_ai/environments/examples/crafter_classic/agent_demos/example_v3_usage.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_modal_ft/crafter_synth_config.toml
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_modal_ft/filter_config_modal.toml
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_modal_ft/filter_traces_sft_turso.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_modal_ft/kick_off_ft_modal.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_modal_ft/old/analyze_action_results.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_modal_ft/old/analyze_agent_actions.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_modal_ft/old/analyze_latest_run.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_modal_ft/old/analyze_lm_traces.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_modal_ft/old/analyze_no_rewards.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_modal_ft/old/analyze_trace_issue.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_modal_ft/old/check_db_schema.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_modal_ft/old/check_latest_results.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_modal_ft/old/debug_agent_responses.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_modal_ft/old/quick_trace_check.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_openai_ft/compare_experiments.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_openai_ft/filter_traces_sft_turso.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_openai_ft/kick_off_ft_oai.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_openai_ft/multi_model_config.toml
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_openai_ft/run_rollouts_for_models_and_compare_v3.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_openai_ft/old/analyze_enhanced_hooks.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_openai_ft/old/analyze_hook_events.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_openai_ft/old/analyze_hook_results.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_openai_ft/old/check_hook_storage.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_openai_ft/old/check_seeds.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_openai_ft/old/compare_seed_performance.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_openai_ft/old/custom_eval_pipelines.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_openai_ft/old/plot_hook_frequency.py
synth_ai/environments/examples/crafter_classic/agent_demos/crafter_openai_ft/old/seed_analysis_summary.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/compare_traces.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/crafter_comprehensive_evaluation.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/crafter_env_serialization.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/crafter_evaluation_browser.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/crafter_quick_evaluation.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/crafter_trace_evaluation.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/debug_player_loss.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/diagnose_service.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/diagnose_slowness.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/eval_by_difficulty.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/eval_example.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/explore_saved_states.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/filter_traces_sft.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/filter_traces_sft_OLD.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/generate_ft_data_gemini.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/generate_ft_data_modal.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/generate_ft_metadata.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/kick_off_ft_gemini.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/kick_off_ft_modal.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/prepare_vertex_ft.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/profile_env_slowness.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/replicate_issue.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/run_and_eval.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/run_comparison.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/run_qwen_rollouts.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/trace_eval_OLD.py
synth_ai/environments/examples/crafter_classic/agent_demos/old/validate_openai_format.py
synth_ai/environments/examples/crafter_classic/engine_helpers/action_map.py
synth_ai/environments/examples/crafter_classic/engine_helpers/serialization.py
synth_ai/environments/examples/crafter_custom/__init__.py
synth_ai/environments/examples/crafter_custom/dataset_builder.py
synth_ai/environments/examples/crafter_custom/environment.py
synth_ai/environments/examples/crafter_custom/run_dataset.py
synth_ai/environments/examples/crafter_custom/agent_demos/__init__.py
synth_ai/environments/examples/crafter_custom/agent_demos/trace_eval.py
synth_ai/environments/examples/crafter_custom/crafter/__init__.py
synth_ai/environments/examples/crafter_custom/crafter/config.py
synth_ai/environments/examples/crafter_custom/crafter/constants.py
synth_ai/environments/examples/crafter_custom/crafter/engine.py
synth_ai/environments/examples/crafter_custom/crafter/env.py
synth_ai/environments/examples/crafter_custom/crafter/objects.py
synth_ai/environments/examples/crafter_custom/crafter/recorder.py
synth_ai/environments/examples/crafter_custom/crafter/worldgen.py
synth_ai/environments/examples/crafter_custom/old/analyze_diamond_issue.py
synth_ai/environments/examples/crafter_custom/old/analyze_diamond_spawning.py
synth_ai/environments/examples/crafter_custom/old/compare_worlds.py
synth_ai/environments/examples/crafter_custom/old/dataset_stats.py
synth_ai/environments/examples/crafter_custom/old/diamond_spawning_summary.py
synth_ai/environments/examples/crafter_custom/old/example_dataset_usage.py
synth_ai/environments/examples/enron/engine.py
synth_ai/environments/examples/enron/environment.py
synth_ai/environments/examples/enron/taskset.py
synth_ai/environments/examples/enron/art_helpers/email_search_tools.py
synth_ai/environments/examples/enron/art_helpers/local_email_db.py
synth_ai/environments/examples/enron/art_helpers/types_enron.py
synth_ai/environments/examples/enron/units/keyword_stats.py
synth_ai/environments/examples/minigrid/__init__.py
synth_ai/environments/examples/minigrid/engine.py
synth_ai/environments/examples/minigrid/environment.py
synth_ai/environments/examples/minigrid/environment_mapping.py
synth_ai/environments/examples/minigrid/puzzle_loader.py
synth_ai/environments/examples/minigrid/taskset.py
synth_ai/environments/examples/minigrid/agent_demos/minigrid_evaluation_framework.py
synth_ai/environments/examples/minigrid/agent_demos/minigrid_quick_evaluation.py
synth_ai/environments/examples/minigrid/agent_demos/minigrid_react_agent.py
synth_ai/environments/examples/minigrid/agent_demos/minigrid_trace_evaluation.py
synth_ai/environments/examples/nethack/__init__.py
synth_ai/environments/examples/nethack/achievements.py
synth_ai/environments/examples/nethack/engine.py
synth_ai/environments/examples/nethack/environment.py
synth_ai/environments/examples/nethack/taskset.py
synth_ai/environments/examples/nethack/agent_demos/nethack_evaluation_framework.py
synth_ai/environments/examples/nethack/agent_demos/nethack_quick_evaluation.py
synth_ai/environments/examples/nethack/agent_demos/nethack_react_agent.py
synth_ai/environments/examples/nethack/helpers/__init__.py
synth_ai/environments/examples/nethack/helpers/action_mapping.py
synth_ai/environments/examples/nethack/helpers/nle_wrapper.py
synth_ai/environments/examples/nethack/helpers/observation_utils.py
synth_ai/environments/examples/nethack/helpers/recording_wrapper.py
synth_ai/environments/examples/nethack/helpers/trajectory_recorder.py
synth_ai/environments/examples/nethack/helpers/visualization/replay_viewer.py
synth_ai/environments/examples/nethack/helpers/visualization/visualizer.py
synth_ai/environments/examples/red/__init__.py
synth_ai/environments/examples/red/config_logging.py
synth_ai/environments/examples/red/engine.py
synth_ai/environments/examples/red/environment.py
synth_ai/environments/examples/red/taskset.py
synth_ai/environments/examples/red/trace_hooks_v3.py
synth_ai/environments/examples/red/agent_demos/__init__.py
synth_ai/environments/examples/red/engine_helpers/__init__.py
synth_ai/environments/examples/red/engine_helpers/memory_map.py
synth_ai/environments/examples/red/engine_helpers/reward_components.py
synth_ai/environments/examples/red/engine_helpers/screen_analysis.py
synth_ai/environments/examples/red/engine_helpers/state_extraction.py
synth_ai/environments/examples/red/engine_helpers/reward_library/__init__.py
synth_ai/environments/examples/red/engine_helpers/reward_library/adaptive_rewards.py
synth_ai/environments/examples/red/engine_helpers/reward_library/battle_rewards.py
synth_ai/environments/examples/red/engine_helpers/reward_library/composite_rewards.py
synth_ai/environments/examples/red/engine_helpers/reward_library/economy_rewards.py
synth_ai/environments/examples/red/engine_helpers/reward_library/efficiency_rewards.py
synth_ai/environments/examples/red/engine_helpers/reward_library/exploration_rewards.py
synth_ai/environments/examples/red/engine_helpers/reward_library/novelty_rewards.py
synth_ai/environments/examples/red/engine_helpers/reward_library/pallet_town_progression.py
synth_ai/environments/examples/red/engine_helpers/reward_library/pallet_town_rewards.py
synth_ai/environments/examples/red/engine_helpers/reward_library/pokemon_rewards.py
synth_ai/environments/examples/red/engine_helpers/reward_library/social_rewards.py
synth_ai/environments/examples/red/engine_helpers/reward_library/story_rewards.py
synth_ai/environments/examples/red/units/__init__.py
synth_ai/environments/examples/sokoban/__init__.py
synth_ai/environments/examples/sokoban/engine.py
synth_ai/environments/examples/sokoban/environment.py
synth_ai/environments/examples/sokoban/generate_verified_puzzles.py
synth_ai/environments/examples/sokoban/puzzle_loader.py
synth_ai/environments/examples/sokoban/taskset.py
synth_ai/environments/examples/sokoban/agent_demos/sokoban_full_eval.py
synth_ai/environments/examples/sokoban/engine_helpers/__init__.py
synth_ai/environments/examples/sokoban/engine_helpers/room_utils.py
synth_ai/environments/examples/sokoban/engine_helpers/vendored/__init__.py
synth_ai/environments/examples/sokoban/engine_helpers/vendored/envs/__init__.py
synth_ai/environments/examples/sokoban/engine_helpers/vendored/envs/boxoban_env.py
synth_ai/environments/examples/sokoban/engine_helpers/vendored/envs/render_utils.py
synth_ai/environments/examples/sokoban/engine_helpers/vendored/envs/room_utils.py
synth_ai/environments/examples/sokoban/engine_helpers/vendored/envs/sokoban_env.py
synth_ai/environments/examples/sokoban/engine_helpers/vendored/envs/sokoban_env_fixed_targets.py
synth_ai/environments/examples/sokoban/engine_helpers/vendored/envs/sokoban_env_pull.py
synth_ai/environments/examples/sokoban/engine_helpers/vendored/envs/sokoban_env_two_player.py
synth_ai/environments/examples/sokoban/engine_helpers/vendored/envs/sokoban_env_variations.py
synth_ai/environments/examples/tictactoe/__init__.py
synth_ai/environments/examples/tictactoe/engine.py
synth_ai/environments/examples/tictactoe/environment.py
synth_ai/environments/examples/tictactoe/taskset.py
synth_ai/environments/examples/verilog/__init__.py
synth_ai/environments/examples/verilog/engine.py
synth_ai/environments/examples/verilog/environment.py
synth_ai/environments/examples/verilog/taskset.py
synth_ai/environments/examples/wordle/__init__.py
synth_ai/environments/examples/wordle/engine.py
synth_ai/environments/examples/wordle/environment.py
synth_ai/environments/examples/wordle/taskset.py
synth_ai/environments/examples/wordle/helpers/generate_instances_wordfreq.py
synth_ai/environments/reproducibility/core.py
synth_ai/environments/reproducibility/helpers.py
synth_ai/environments/reproducibility/tree.py
synth_ai/environments/service/app.py
synth_ai/environments/service/core_routes.py
synth_ai/environments/service/external_registry.py
synth_ai/environments/service/registry.py
synth_ai/environments/stateful/__init__.py
synth_ai/environments/stateful/core.py
synth_ai/environments/stateful/engine.py
synth_ai/environments/stateful/state.py
synth_ai/environments/tasks/api.py
synth_ai/environments/tasks/core.py
synth_ai/environments/tasks/filters.py
synth_ai/environments/tasks/utils.py
synth_ai/environments/v0_observability/history.py
synth_ai/environments/v0_observability/log.py
synth_ai/evals/__init__.py
synth_ai/evals/base.py
synth_ai/evals/client.py
synth_ai/evals/types.py
synth_ai/experiment_queue/__init__.py
synth_ai/experiment_queue/api_schemas.py
synth_ai/experiment_queue/celery_app.py
synth_ai/experiment_queue/config.py
synth_ai/experiment_queue/config_utils.py
synth_ai/experiment_queue/database.py
synth_ai/experiment_queue/dispatcher.py
synth_ai/experiment_queue/models.py
synth_ai/experiment_queue/progress_info.py
synth_ai/experiment_queue/results.py
synth_ai/experiment_queue/schemas.py
synth_ai/experiment_queue/service.py
synth_ai/experiment_queue/status.py
synth_ai/experiment_queue/status_tracker.py
synth_ai/experiment_queue/tasks.py
synth_ai/experiment_queue/trace_storage.py
synth_ai/experiment_queue/validation.py
synth_ai/inference/__init__.py
synth_ai/inference/client.py
synth_ai/jobs/client.py
synth_ai/learning/__init__.py
synth_ai/learning/algorithms.py
synth_ai/learning/client.py
synth_ai/learning/config.py
synth_ai/learning/constants.py
synth_ai/learning/core.py
synth_ai/learning/ft_client.py
synth_ai/learning/gateway.py
synth_ai/learning/health.py
synth_ai/learning/jobs.py
synth_ai/learning/prompt_learning_client.py
synth_ai/learning/prompt_learning_types.py
synth_ai/learning/rl_client.py
synth_ai/learning/sse.py
synth_ai/learning/validators.py
synth_ai/learning/rl/__init__.py
synth_ai/learning/rl/client.py
synth_ai/learning/rl/config.py
synth_ai/learning/rl/contracts.py
synth_ai/learning/rl/env_keys.py
synth_ai/learning/rl/secrets.py
synth_ai/learning/sft/__init__.py
synth_ai/learning/sft/client.py
synth_ai/learning/sft/config.py
synth_ai/learning/sft/data.py
synth_ai/mcp/__init__.py
synth_ai/mcp/__main__.py
synth_ai/mcp/main.py
synth_ai/mcp/setup.py
synth_ai/pricing/__init__.py
synth_ai/pricing/model_pricing.py
synth_ai/session/__init__.py
synth_ai/session/client.py
synth_ai/session/constants.py
synth_ai/session/exceptions.py
synth_ai/session/manager.py
synth_ai/session/models.py
synth_ai/session/query.py
synth_ai/spec/__init__.py
synth_ai/spec/dataclasses.py
synth_ai/spec/loader.py
synth_ai/spec/serializer.py
synth_ai/spec/validation.py
synth_ai/streaming/__init__.py
synth_ai/streaming/config.py
synth_ai/streaming/handlers.py
synth_ai/streaming/streamer.py
synth_ai/streaming/types.py
synth_ai/task/__init__.py
synth_ai/task/auth.py
synth_ai/task/client.py
synth_ai/task/config.py
synth_ai/task/contracts.py
synth_ai/task/datasets.py
synth_ai/task/errors.py
synth_ai/task/health.py
synth_ai/task/in_process.py
synth_ai/task/inference_api.py
synth_ai/task/json.py
synth_ai/task/proxy.py
synth_ai/task/rubrics.py
synth_ai/task/server.py
synth_ai/task/trace_correlation_helpers.py
synth_ai/task/tracing_utils.py
synth_ai/task/validators.py
synth_ai/task/vendors.py
synth_ai/task/apps/__init__.py
synth_ai/task/rubrics/__init__.py
synth_ai/task/rubrics/loaders.py
synth_ai/task/rubrics/models.py
synth_ai/task/rubrics/scoring.py
synth_ai/task/rubrics/strict.py
synth_ai/tracing_v3/__init__.py
synth_ai/tracing_v3/abstractions.py
synth_ai/tracing_v3/config.py
synth_ai/tracing_v3/constants.py
synth_ai/tracing_v3/db_config.py
synth_ai/tracing_v3/decorators.py
synth_ai/tracing_v3/hooks.py
synth_ai/tracing_v3/llm_call_record_helpers.py
synth_ai/tracing_v3/lm_call_record_abstractions.py
synth_ai/tracing_v3/migration_helper.py
synth_ai/tracing_v3/replica_sync.py
synth_ai/tracing_v3/serialization.py
synth_ai/tracing_v3/session_tracer.py
synth_ai/tracing_v3/trace_utils.py
synth_ai/tracing_v3/utils.py
synth_ai/tracing_v3/examples/basic_usage.py
synth_ai/tracing_v3/storage/__init__.py
synth_ai/tracing_v3/storage/base.py
synth_ai/tracing_v3/storage/config.py
synth_ai/tracing_v3/storage/exceptions.py
synth_ai/tracing_v3/storage/factory.py
synth_ai/tracing_v3/storage/types.py
synth_ai/tracing_v3/storage/utils.py
synth_ai/tracing_v3/turso/__init__.py
synth_ai/tracing_v3/turso/daemon.py
synth_ai/tracing_v3/turso/models.py
synth_ai/tracing_v3/turso/native_manager.py
synth_ai/utils/__init__.py
synth_ai/utils/agents.py
synth_ai/utils/apps.py
synth_ai/utils/base_url.py
synth_ai/utils/bin.py
synth_ai/utils/claude.py
synth_ai/utils/cli.py
synth_ai/utils/config.py
synth_ai/utils/env.py
synth_ai/utils/errors.py
synth_ai/utils/http.py
synth_ai/utils/json.py
synth_ai/utils/log_filter.py
synth_ai/utils/logging.py
synth_ai/utils/modal.py
synth_ai/utils/paths.py
synth_ai/utils/plotting.py
synth_ai/utils/process.py
synth_ai/utils/prompts.py
synth_ai/utils/sqld.py
synth_ai/utils/ssl.py
synth_ai/utils/task_app_discovery.py
synth_ai/utils/task_app_env.py
synth_ai/utils/task_app_state.py
synth_ai/utils/tunnel_records.py
synth_ai/utils/user_config.py