AI
3 posts
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MCP Got My Agents Connected. Here's Everything I Had to Build Around It
MCP made it easy to describe a tool once and let the model call it; making those tool calls hold up in production was a separate job, and that is where most of my time went.
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Agentic AI in Production: What I Learned Building Tool-Calling Workflows
Practical lessons from deploying AI agents with tool-calling. Hallucinated arguments, infinite loops, runaway costs, and the guardrails that actually prevent them.
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How I Use AI to Write Better Code (Without Losing My Skills)
A senior engineer's honest take on AI-assisted development. What actually helps, what's a waste of time, and how to keep your skills sharp while shipping faster.