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AI agents
Articles related to AI agents.
2026-09-03
From Prompt to Production: Architecting Agentic Systems in 2026
By HWMAN Engineering · 15 min read
A production architecture for AI agents built around context engineering, connectivity, orchestration, human control, and behavioral validation.
AI agentsagent architectureMCPagent testing
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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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2026-04-01
The 2026 Production Blueprint: Architecting and Testing Non-Deterministic AI Agents at Enterprise Scale
By HWMAN Engineering · 14 min read
A practical production blueprint for orchestrating, testing, observing, and deploying stochastic AI agent systems with statistically defensible quality gates.
AI agentsagent testingLLM observabilityCI/CD
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