Agent Playbooks & Implementation Guides

Implementation guides for building, shipping, and scaling agent-ready tooling. Clear workflows, practical checklists, and the exact tools to run.

Topic: json workflow for ai agents

Best JSON Workflow for AI Agents

A production workflow for validating, patching, and formatting JSON safely in agent pipelines.

Topic: openapi tooling for ai agents

Convert API specs into agent-usable tools with guardrails, testability, and stable invocation contracts.

Topic: llm observability baseline

How to instrument token usage, latency, and output quality with reproducible diagnostics.

Topic: promptops quality loop

A tight loop for prompt versioning, A/B comparison, and quality control in production.

Topic: mcp hardening playbook

Practical controls for publishing reliable, safe MCP servers with predictable tool contracts.

Topic: agent ready api checklist

Everything you need before exposing APIs to autonomous agents in production.

Topic: ai crawl policy setup

Configure robots and llms policies so AI crawlers can discover what you want and ignore what you don’t.

Topic: api contract testing llm integrations

Prevent tool-call breakage with contract tests, shape validation, and regression snapshots.

Topic: devtool authority content engine

Build topical authority with practical pages that rank and get cited by LLMs.

Topic: ship agent tools with confidence

A practical path from prototype to stable agent tooling with runtime verification and policy checks.