# Agent provider conformance matrix `go test ./...` includes `TestAgentProviderConformanceMatrix`, a shared agent scenario that runs against every registered chat provider. The scenario asks an agent to call a deterministic local tool, verifies the tool receives `ai.RunInfo`, and checks the final response carries the conformance marker. The live matrix includes MiniMax in the tool/guardrail path in addition to providers with streaming coverage, so every supported chat provider has at least one key-gated agent contract. A fake provider path runs on every machine without network access so CI always exercises the harness. Live providers are opt-in to avoid flaky unauthenticated PR checks and accidental API spend. To run the live matrix, set `GO_MICRO_AGENT_CONFORMANCE_LIVE=1` plus the provider API keys you want to exercise: | Provider | Required API key | Optional model override | | --- | --- | --- | | OpenAI | `OPENAI_API_KEY` | `GO_MICRO_CONFORMANCE_OPENAI_MODEL` | | Anthropic | `ANTHROPIC_API_KEY` | `GO_MICRO_CONFORMANCE_ANTHROPIC_MODEL` | | Atlas Cloud | `ATLASCLOUD_API_KEY` | `GO_MICRO_CONFORMANCE_ATLASCLOUD_MODEL` | | Gemini | `GEMINI_API_KEY` | `GO_MICRO_CONFORMANCE_GEMINI_MODEL` | | Groq | `GROQ_API_KEY` | `GO_MICRO_CONFORMANCE_GROQ_MODEL` | | MiniMax | `MINIMAX_API_KEY` | `GO_MICRO_CONFORMANCE_MINIMAX_MODEL` | | Mistral | `MISTRAL_API_KEY` | `GO_MICRO_CONFORMANCE_MISTRAL_MODEL` | | Together | `TOGETHER_API_KEY` | `GO_MICRO_CONFORMANCE_TOGETHER_MODEL` | When `GO_MICRO_AGENT_CONFORMANCE_LIVE` or a provider key is absent, the live provider subtest reports a deterministic skip. When both are present, a provider failure is a real test failure because drift in chat, tool calling, run metadata, or final-answer behavior means the services → agents lifecycle is no longer consistent across providers. The companion `TestAgentProviderConformanceFakeError` keeps provider error propagation covered locally without relying on external credentials. ## Local no-secret conformance Use `make provider-conformance-mock` to run the same provider conformance harness through the deterministic mock provider. That target requires no API keys and is what `make harness` delegates to after the 0→1 and 0→hero scenarios, so every PR continues to exercise the provider-facing agent/tool contract without spending live model credits. Use `make provider-conformance` when you want the live-provider sweep: providers without keys are skipped, and configured providers must satisfy the same harness contract. For the exact scheduled command, run: ```sh go run ./internal/harness/provider-conformance \ -providers anthropic,openai,gemini,groq,minimax,mistral,together,atlascloud \ -harnesses agent,universe,agent-flow,plan-delegate,a2a-stream-fallback \ -summary-json provider-conformance-summary.json \ -summary-markdown provider-conformance-summary.md \ -capabilities-markdown provider-capabilities.md ``` The generated summary records one row for every selected provider/harness pair; missing live-provider keys become skipped rows for each harness, while configured providers produce pass/fail rows per harness. ## Scheduled CI The hourly/manual `Harness (E2E)` workflow runs the same matrix with `GO_MICRO_AGENT_CONFORMANCE_LIVE=1` and the provider secrets exported. Providers whose keys are absent still skip cleanly, while any configured provider must pass the shared tool-calling scenario. This keeps scheduled conformance key-gated: PR checks stay deterministic and no-key environments remain green, but maintained provider credentials exercise the live matrix regularly.