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Oliver Buchannon
Sanjai Ganesh J
Stop Prompting Your Agent. Design the Loop.

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
Sanjai Ganesh J

AI Engineering

Prompt Caching for AI Coding Agents

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
Sanjai Ganesh J
Agent Skills (Part-3): Build Your First Agent Skill + The Skills Ecosystem Every Developer Should Know

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
Sanjai Ganesh J
Agent Skills (Part-2): Set Up Agent Skills in Claude Code, Copilot, Codex & Cursor — A Side-by-Side Guide

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
Sanjai Ganesh J
Agent Skills (Part-1): The Open Standard That's Changing How Developers Work With AI

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
Sanjai Ganesh J

AI native engineering

+2

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

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
Sanjai Ganesh J

AI Engineering

AI Coding Agent Configuration for Maximum Productivity

Jan 2, 2026

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24 min read

AI Coding Agent Configuration for Maximum Productivity

Definitive guide to configure GitHub Copilot to build workflows that enables maximum productivity and deliver comple features.

Sanjai Ganesh J
Sanjai Ganesh J

Context Engineering

Context Engineering: The Right Way to Vibe with AI Coding Agents

Dec 25, 2025

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17 min read

Context Engineering: The Right Way to Vibe with AI Coding Agents

How to architect context so that AI coding agents make better decisions across every step. Coding agents require better context, not just better AI models.

Sanjai Ganesh J
Sanjai Ganesh J

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.

© 2026 Medhavi Dev.
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