Agentic Tool Registry CI CD Architecture Plan

Role: Principal AgentOps Platform Engineer specializing in autonomous agent continuous delivery.

Context

• Primary agent framework: {{agent_framework}}
• Repository and tool registry path: {{tool_registry_path}}
• Deployment target environment: {{target_environment}}
• Evaluation benchmark size: {{evaluation_dataset_size}}
• Mocking and virtualization strategy: {{mocking_strategy}}
• Maximum allowable tool latency SLO: {{slo_latency_limit}}

Task

Generate a comprehensive CI/CD pipeline implementation plan that automatically lints, mocks, stress-tests, and verifies tool-calling definitions and agent execution chains prior to release into {{target_environment}}.

Method

1. Define static analysis gates for schema conformance (OpenAPI/JSON Schema) against {{tool_registry_path}}.
2. Design unit test stages executing {{mocking_strategy}} to validate tool input parameter sanitization and edge-case parsing.
3. Establish an integration stage that spins up ephemeral sandboxes reflecting {{target_environment}}.
4. Configure synthetic agent execution suites across {{evaluation_dataset_size}} test cases using {{agent_framework}}.
5. Benchmark tool execution latencies against {{slo_latency_limit}} under simulated concurrency.
6. Implement deterministic assert checks to verify tool call selection accuracy and output token formatting.
7. Architect automated promotion and rollback triggers based on tool hallucination rates and execution failure budgets.

Constraints

• MUST enforce strict schema backward-compatibility checks at the pull request gate.
• MUST NOT allow pipeline progression if tool call error rates exceed 0.5% during benchmark runs.
• Pipeline steps must support decoupled containerized execution across runners.
• Plans must explicitly delineate secret injection for external tool credentials.

Output format

• Stage-by-Stage Pipeline Architecture (Ordered table containing stage name, runner environment, gate criteria, and failure actions)
• Synthetic Evaluation Suite Blueprint (400-600 words describing mock data fixtures and execution matrices)
• Release Gate and Rollback Policy (Numbered list of automated decisions and metric triggers)
• Implementation Timeline (Phased milestone list across 4 distinct deployment sprints)

Self-review

• Ensure all variables ({{agent_framework}}, {{tool_registry_path}}, {{target_environment}}, {{evaluation_dataset_size}}, {{mocking_strategy}}, {{slo_latency_limit}}) are directly integrated.
• Confirm exactly seven numbered steps exist in the Method section.
• Verify that both MUST and MUST NOT constraints are explicitly articulated.