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-**REST API reference**: `docs/rest-api.md` — links to standalone Scalar UI page at `docs/_generated/api-reference.html` (both generated by `scripts/export_openapi.py` in CI)
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-**Library reference**: `docs/api/` — auto-generated from docstrings via mkdocstrings + Griffe (AST-based, no imports)
-**Every module** with business logic MUST have: `from ai_company.observability import get_logger` then `logger = get_logger(__name__)`
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-**Never** use `import logging` / `logging.getLogger()` / `print()` in application code
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-**Variable name**: always `logger` (not `_logger`, not `log`)
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- **Event names**: always use constants from the domain-specific module under `ai_company.observability.events` (e.g. `PROVIDER_CALL_START` from `events.provider`, `BUDGET_RECORD_ADDED` from `events.budget`, `CFO_ANOMALY_DETECTED` from `events.cfo`, `CONFLICT_DETECTED` from `events.conflict`, `MEETING_STARTED` from `events.meeting`, `CLASSIFICATION_START` from `events.classification`, `CONSOLIDATION_START` from `events.consolidation`, `ORG_MEMORY_QUERY_START` from `events.org_memory`, `API_REQUEST_STARTED` from `events.api`, `CODE_RUNNER_EXECUTE_START` from `events.code_runner`, `DOCKER_EXECUTE_START` from `events.docker`, `MCP_INVOKE_START` from `events.mcp`, `SECURITY_EVALUATE_START` from `events.security`, `HR_HIRING_REQUEST_CREATED` from `events.hr`, `PERF_METRIC_RECORDED` from `events.performance`, `TRUST_EVALUATE_START` from `events.trust`, `PROMOTION_EVALUATE_START` from `events.promotion`, `PROMPT_BUILD_START` from `events.prompt`, `MEMORY_RETRIEVAL_START` from `events.memory`, `MEMORY_BACKEND_CONNECTED` from `events.memory`, `MEMORY_ENTRY_STORED` from `events.memory`, `MEMORY_BACKEND_SYSTEM_ERROR` from `events.memory`, `AUTONOMY_ACTION_AUTO_APPROVED` from `events.autonomy`, `TIMEOUT_POLICY_EVALUATED` from `events.timeout`, `PERSISTENCE_AUDIT_ENTRY_SAVED` from `events.persistence`, `TASK_ENGINE_STARTED` from `events.task_engine`, `COORDINATION_STARTED` from `events.coordination`, `COMMUNICATION_DISPATCH_START` from `events.communication`, `COMPANY_STARTED` from `events.company`, `CONFIG_LOADED` from `events.config`, `CORRELATION_ID_CREATED` from `events.correlation`, `DECOMPOSITION_STARTED` from `events.decomposition`, `DELEGATION_STARTED` from `events.delegation`, `EXECUTION_LOOP_STARTED` from `events.execution`, `GIT_OPERATION_START` from `events.git`, `PARALLEL_EXECUTION_STARTED` from `events.parallel`, `PERSONALITY_LOADED` from `events.personality`, `QUOTA_CHECKED` from `events.quota`, `ROLE_ASSIGNED` from `events.role`, `ROUTING_STARTED` from `events.routing`, `SANDBOX_EXECUTE_START` from `events.sandbox`, `TASK_CREATED` from `events.task`, `TASK_ASSIGNMENT_STARTED` from `events.task_assignment`, `TASK_ROUTING_STARTED` from `events.task_routing`, `TEMPLATE_LOADED` from `events.template`, `TOOL_INVOKE_START` from `events.tool`, `WORKSPACE_CREATED` from `events.workspace`). Import directly: `from ai_company.observability.events.<domain> import EVENT_CONSTANT`
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- **Event names**: always use constants from the domain-specific module under `ai_company.observability.events` (e.g. `PROVIDER_CALL_START` from `events.provider`, `BUDGET_RECORD_ADDED` from `events.budget`, `CFO_ANOMALY_DETECTED` from `events.cfo`, `CONFLICT_DETECTED` from `events.conflict`, `MEETING_STARTED` from `events.meeting`, `CLASSIFICATION_START` from `events.classification`, `CONSOLIDATION_START` from `events.consolidation`, `ORG_MEMORY_QUERY_START` from `events.org_memory`, `API_REQUEST_STARTED` from `events.api`, `API_ROUTE_NOT_FOUND` from `events.api`, `CODE_RUNNER_EXECUTE_START` from `events.code_runner`, `DOCKER_EXECUTE_START` from `events.docker`, `MCP_INVOKE_START` from `events.mcp`, `SECURITY_EVALUATE_START` from `events.security`, `HR_HIRING_REQUEST_CREATED` from `events.hr`, `PERF_METRIC_RECORDED` from `events.performance`, `TRUST_EVALUATE_START` from `events.trust`, `PROMOTION_EVALUATE_START` from `events.promotion`, `PROMPT_BUILD_START` from `events.prompt`, `MEMORY_RETRIEVAL_START` from `events.memory`, `MEMORY_BACKEND_CONNECTED` from `events.memory`, `MEMORY_ENTRY_STORED` from `events.memory`, `MEMORY_BACKEND_SYSTEM_ERROR` from `events.memory`, `AUTONOMY_ACTION_AUTO_APPROVED` from `events.autonomy`, `TIMEOUT_POLICY_EVALUATED` from `events.timeout`, `PERSISTENCE_AUDIT_ENTRY_SAVED` from `events.persistence`, `TASK_ENGINE_STARTED` from `events.task_engine`, `COORDINATION_STARTED` from `events.coordination`, `COMMUNICATION_DISPATCH_START` from `events.communication`, `COMPANY_STARTED` from `events.company`, `CONFIG_LOADED` from `events.config`, `CORRELATION_ID_CREATED` from `events.correlation`, `DECOMPOSITION_STARTED` from `events.decomposition`, `DELEGATION_STARTED` from `events.delegation`, `EXECUTION_LOOP_STARTED` from `events.execution`, `GIT_OPERATION_START` from `events.git`, `PARALLEL_EXECUTION_STARTED` from `events.parallel`, `PERSONALITY_LOADED` from `events.personality`, `QUOTA_CHECKED` from `events.quota`, `ROLE_ASSIGNED` from `events.role`, `ROUTING_STARTED` from `events.routing`, `SANDBOX_EXECUTE_START` from `events.sandbox`, `TASK_CREATED` from `events.task`, `TASK_ASSIGNMENT_STARTED` from `events.task_assignment`, `TASK_ROUTING_STARTED` from `events.task_routing`, `TEMPLATE_LOADED` from `events.template`, `TOOL_INVOKE_START` from `events.tool`, `WORKSPACE_CREATED` from `events.workspace`). Import directly: `from ai_company.observability.events.<domain> import EVENT_CONSTANT`
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-**Structured kwargs**: always `logger.info(EVENT, key=value)` — never `logger.info("msg %s", val)`
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-**All error paths** must log at WARNING or ERROR with context before raising
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