AINative Medhavi

A developer-first newsletter on AI-powered software engineering—covering agentic systems and design patterns, tools for coding, copilots, architecture and productivity at scale.

Articles

Jul 4, 2026

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9 min read

Stop Prompting Your Agent. Design the Loop.

Your attention is the bottleneck. Here's the architecture that removes it.

Sanjai Ganesh J

AI Engineering

May 16, 2026

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5 min read

Prompt Caching for AI Coding Agents

The Silent Optimization You're Probably Breaking

Sanjai Ganesh J

Feb 21, 2026

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14 min read

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.

Sanjai Ganesh J

Feb 20, 2026

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12 min read

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.

Sanjai Ganesh J

Feb 20, 2026

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11 min read

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.

Sanjai Ganesh J

AI native engineering

+2

Jan 18, 2026

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10 min read

Code Review in the Age of AI: Scaling Quality Without Drowning in Code

AI has massively increased the speed and volume of code generation, forcing a rethink of traditional code review. Reviews are shifting from line-by-line inspection to a hybrid quality system where automation handles scale and humans validate intent, architecture, and risk. This article explores how code review must evolve to keep quality high in an AI-first world.

Sanjai Ganesh J

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