Langgraph

Articles related to Langgraph.

2026-09-01

The 2026 AI Agent Framework Architecture Guide: From Hype to Production Reality

By HWMAN Engineering · 14 min read

A production-focused guide to choosing and operating AI agent frameworks through orchestration patterns, state, type safety, memory, observability, guardrails, and cost control.

AI agentsagent frameworksLangGraphCrewAIPydantic AIMastra

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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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