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#ai-agents
3 posts
The Knowledge Base Strategy: Giving AI Agents a Memory That Compounds
Why AI coding agents produce dramatically better development plans when they have a structured wiki about your architecture, decisions, and concepts — and an open-source template to build one yourself.
I Integrated AI Agents Into Our Data Pipelines. Here's What Actually Worked.
The agents were good. But they hit a ceiling I didn't expect — and the thing that broke through it wasn't a better model. It was a knowledge base.
MCP, Agentic Workflows, and Guardrails: A Production Field Guide
What Model Context Protocol actually looks like in a real engineering workflow — how to set up context servers, build guardrails that earn trust, and integrate agents where they matter.