Tracely
Trace-native CI/CD for AI agents — production failures become regression tests that block the PR. Auto-detect, cluster, freeze into hermetic cases, replay in CI for $0.
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- core.py
- design_system.py
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- quick-reference.md
- skill-content.md
- agent.json
- claude.json
- codebuddy.json
- codex.json
- continue.json
- copilot.json
- cursor.json
- droid.json
- gemini.json
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- SKILL.md
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- examples.md
- phrases.md
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- LICENSE
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- openai.yaml
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- openai.yaml
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- openai.yaml
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- canvas-generative
- cast
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- mobile-principles
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- launch.json
- action.yml
- README.md
- case.png
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- ci.yml
- publish-sdk.yml
- tracely-gate.yml
- dependabot.yml
- 0001_init_registry.py
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- env.py
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- test_auth_classify.py
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- test_calibration.py
- test_catalog_verdicts.py
- test_ch_migrations_wait.py
- test_ch_read_invariants.py
- test_chat_prune.py
- test_clusters_delete.py
- test_clusters_promote.py
- test_conversation_agents.py
- test_conversation_replay.py
- test_cost.py
- test_data_delete.py
- test_embedder_routing.py
- test_eval_cost.py
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- test_eval_targeting.py
- test_evaluation_run_stream.py
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- test_fi_clusters.py
- test_gate_eval.py
- test_health.py
- test_ingest_key_scope.py
- test_introspection.py
- test_invite_takeover.py
- test_llm_judge_levels.py
- test_mcp_server.py
- test_meta_analysis.py
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- test_ops_selfcheck.py
- test_organizations.py
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- test_ratelimit.py
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- test_scenario_hardening.py
- test_sessions_delete.py
- test_share_tokens.py
- test_simulation.py
- test_structural_clustering.py
- test_template_resolver.py
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- test_workspace_delete.py
- __init__.py
- auth.py
- common.py
- traces.py
- __init__.py
- admin.py
- analytics.py
- assistant.py
- auth.py
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- calibration.py
- cases.py
- clusters.py
- evaluations.py
- evaluators.py
- gate.py
- health.py
- meta_analysis.py
- monitors.py
- otlp.py
- scenarios.py
- search.py
- sessions.py
- share.py
- traces.py
- __init__.py
- advisory.py
- auth.py
- internal_client.py
- main.py
- mcp_server.py
- ratelimit.py
- __init__.py
- classify.py
- clerk.py
- invitations.py
- password_reset.py
- passwords.py
- principal.py
- provisioning.py
- queries.py
- reset_link.py
- tokens.py
- __init__.py
- statistics.py
- __init__.py
- base.py
- catalog.py
- llm_judge.py
- prompts.py
- structural.py
- __init__.py
- calibration.py
- evaluator_suggestion.py
- generation.py
- output_schema.py
- results.py
- rolling_summary.py
- targeting.py
- template_resolver.py
- text.py
- verdict.py
- __init__.py
- clustering.py
- histogram.py
- signature.py
- text.py
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- warnings.py
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- conditions.py
- selfcheck.py
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- contract.py
- fixtures.py
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- aggregate.py
- attacker.py
- emit.py
- expectations.py
- turns.py
- __init__.py
- metadata.py
- replay.py
- spans.py
- __init__.py
- billing.py
- cost.py
- introspection.py
- otlp_payload.py
- trajectory.py
- __init__.py
- s3.py
- 0001_events.up.sql
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- 0005_events_internal.up.sql
- __init__.py
- async_reader.py
- client.py
- deletes.py
- events_schema.py
- migrations.py
- score_writer.py
- trace_reader.py
- __init__.py
- base.py
- engine.py
- models.py
- repositories.py
- session.py
- __init__.py
- analysis_agents.py
- checkpointer.py
- embeddings.py
- meta_analysis_agent.py
- provider.py
- rolling_summary_agent.py
- __init__.py
- dispatch.py
- slack.py
- webhook.py
- __init__.py
- celery_app.py
- eval_debounce.py
- thread_lock.py
- __init__.py
- agents.py
- __init__.py
- mailer.py
- net.py
- redis_client.py
- text.py
- __init__.py
- attributes.py
- convention.py
- io_field.py
- messages.py
- parser.py
- span_events.py
- span_mapper.py
- tool_enrichment.py
- types.py
- usage.py
- __init__.py
- assistant_service.py
- assistant_tools.py
- billing_service.py
- conversation_agents_service.py
- demo_seed.py
- evaluation_service.py
- failure_intel_service.py
- gate_service.py
- ingestion_service.py
- introspection_service.py
- meta_analysis_service.py
- monitoring_service.py
- quota_service.py
- regression_service.py
- rolling_summary_service.py
- seeding_service.py
- selfcheck_service.py
- simulation_service.py
- structural_clustering_service.py
- __init__.py
- tasks.py
- __init__.py
- config.py
- log_config.py
- alembic.ini
- pyproject.toml
- README.md
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- server.py
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- worker.json
- 01-architecture-overview.md
- 02-infrastructure.md
- 03-database-clickhouse.md
- 04-database-postgres.md
- 05-ingestion-pipeline.md
- 06-tracing-model.md
- 07-opentelemetry.md
- 08-frontend-waterfall.md
- 09-queue-worker.md
- 10-evals-current.md
- 11-framework-integrations.md
- 12-otel-genai-conventions.md
- 00-canonical-decisions.md
- 01-steal-and-do-not-copy.md
- 02-system-architecture.md
- 03-agent-and-trace-data-model.md
- 04-evaluation-architecture.md
- 05-regression-testing.md
- 06-multi-agent-architecture.md
- 07-failure-intelligence.md
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- 09-database-schema.md
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- 12-prd-automatic-tracing.md
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- evaluations.mdx
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- replay.mdx
- scenarios.mdx
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- scenarios.png
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- MissingLlmKeyBanner.tsx
- OnboardingQuest.tsx
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- OpsPanel.tsx
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- Pager.tsx
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- PromoteButton.tsx
- PromptPreview.tsx
- PruneAgentsPanel.tsx
- QuotaBanner.tsx
- RebuildButton.tsx
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- ResetQuestPanel.tsx
- RowLink.tsx
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- SaveAsScenarioButton.tsx
- ScenariosManager.tsx
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- tailwind.config.ts
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- vitest.setup.ts
- DEMO.md
- DEPLOY.md
- EVALUATION_CODE_MAP.md
- EVALUATION_GUIDE.md
- OVERVIEW.md
- SECURITY_AUDIT.md
- TRACELY_REVIEW.md
- debug_evaluation.py
- debug_failure_clustering.py
- demo_conversation.py
- demo_fleet.py
- README.md
- run_all_examples.sh
- seed_demo.py
- send_test_trace.py
- tracely_gate.py
- _fake_db.py
- auto_agent.py
- auto_anthropic.py
- auto_bedrock.py
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- auto_crewai.py
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- auto_google_adk.py
- auto_langchain.py
- auto_langgraph.py
- auto_litellm.py
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- weather_agent.py
- weather_agent_cli.py
- conftest.py
- test_auto_tracing.py
- test_cli_simulate.py
- test_export.py
- test_redaction.py
- test_replay_autoinstrument.py
- test_replay_bridge.py
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- __init__.py
- _wrap.py
- anthropic.py
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🚀 Installation Guide
git clone https://github.com/Jwuthri/Tracely
Downloads the entire project code from GitHub to your computer.
cd Tracely
Moves into the project folder you just downloaded.
2. Official Install Script
Easy Recommended- Python 3 Python is required to use pip.
pip install "tracely-ai[openai]" # or [anthropic], [langchain], [all]
Installs the package published on PyPI directly — no need to clone the source.
Pulled directly from this repo's README.
3. Docker
Easy- Git Needed to download the project code from GitHub.
- Docker Desktop Needed to build and run containers. Install it and keep it running in the background.
docker compose --profile demo up -d --build --wait
Runs the command against the services defined in the compose file.
docker compose down # stop (add -v to wipe data)
Runs the command against the services defined in the compose file.
Pulled directly from this repo's README.
4. Node.js
Easymake install # uv sync + pnpm install
Compiles the code based on the generated build configuration to produce an executable.
cd frontend && pnpm test && pnpm build # vitest + tsc typecheck + lint
Moves into the project folder you just downloaded.
Pulled directly from this repo's README.
5. Python
Easypip install "tracely-ai[openai]" # or [anthropic], [langchain], [all]
Installs the package published on PyPI directly — no need to clone the source.
- run: pip install tracely-ai
Installs the Python libraries listed in requirements.txt (or similar).
Pulled directly from this repo's README.
6. Make
Medium- Git Needed to download the project code from GitHub.
- Make Usually pre-installed on Linux/macOS. On Windows, install separately (e.g. via MSYS2 or WSL).
make infra-up # clickhouse, postgres, redis, minio
Compiles the code based on the generated build configuration to produce an executable.
make install # uv sync + pnpm install
Compiles the code based on the generated build configuration to produce an executable.
make migrate # ClickHouse DDL + Alembic (Postgres)
Compiles the code based on the generated build configuration to produce an executable.
make seed # default project + ingest key → tracely_dev_key
Compiles the code based on the generated build configuration to produce an executable.
make backend # FastAPI :8000 (OpenAPI at /docs) ┐
Compiles the code based on the generated build configuration to produce an executable.
Pulled directly from this repo's README.
