Collective Context

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

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AI Engineering

Context Engineering

AI-Native Engineering: Setting Up AI Coding Agents for Maximum Productivity

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

Jan 2, 2026

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24 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.

Dec 25, 2025

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17 min read