Andrew Axelrod
RSS FeedNotes on building AI systems in production — agentic workflows, developer tools, and the engineering behind making LLMs actually work.
Featured
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Why 2027 Is the Year MCP Actually Matters
MCP launched in 2024, got adopted in 2025, and went production-grade in 2026. In 2027, it becomes the line between companies that run on agents and companies that failed trying.
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Building a Claude Code Pattern Enforcement System
A step-by-step guide for setting up a multi-layered compliance system using hooks, rules files, and skills to ensure Claude Code generates code matching your project's conventions.
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From Code to Spec: A Pipeline for Turning a Large Codebase into OpenSpec
A three-stage pipeline for systematically converting a large codebase with no existing specs into a fully populated OpenSpec baseline — without losing anything and at any scale.