Mcp

Articles related to Mcp.

2026-05-05

Engineering Agentic Certainty: A QA Blueprint for Production-Ready AI Agents

By HWMAN Team · 17 min read

A practical field guide to testing non-deterministic agentic AI with deterministic QA discipline across orchestration, MCP, tool discovery, reasoning loops, memory, human approvals, security, observability, and CI/CD.

aiagentic-aiqatestingplaywrightmcplanggraphsecurity

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2026-03-15

Engineering Production-Ready Agentic Systems

By HWMAN Engineering · 13 min read

A practical architecture guide for moving from monolithic AI agents to specialized, observable, governed, tool-driven multi-agent systems.

agentic AImulti-agent systemsMCPobservability

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