AI Native Medhavi Blog
Practical essays for developers learning coding agents, context engineering, MCP, agent skills, code review, editor workflows, and the operating habits that make AI-assisted software reliable.
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The latest essays and deep dives from AI Native Medhavi.
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Agent Skills (Part-3): Build Your First Agent Skill + The Skills Ecosystem Every Developer Should Know
Part 3 of 3 in our Agent Skills series — A hands-on walkthrough for creating custom skills, the tools powering the ecosystem, and where to find hundreds of pre-built skills.
Agent Skills (Part-2): Set Up Agent Skills in Claude Code, Copilot, Codex & Cursor — A Side-by-Side Guide
Part 2 of 3 in our Agent Skills series — The exact commands, directory paths, and installation methods for every major coding agent, in one place.
Agent Skills (Part-1): The Open Standard That's Changing How Developers Work With AI
Part 1 of 3 in our Agent Skills series — What they are, how they work under the hood, and why every developer using AI coding agents should care.
I've never felt this much behind as a programmer. The profession is being dramatically refactored as the bits contributed by the programmer are increasingly sparse and between. There's a new programmable layer of abstraction to master involving agents, subagents, prompts, contexts, memory, permissions, tools, plugins, skills, MCP, workflows, IDE integrations, and a need to build a new mental model for fundamentally stochastic systems.
Clearly some powerful alien tool was handed around except it comes with no manual and everyone has to figure out how to hold it and operate it.
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