Context Engineering blog posts

A developer at a desk points to three glowing document cards labelled spec, diff, and issue — selected from a large pile of chaotic, urgent-tagged documents on the left — while an AI chat window on the right begins generating a response.

Context Engineering for Developers: A Practical Guide (2026)

Master context engineering for developers. Learn the step-by-step workflow to assemble LLM context stacks, avoid context rot, and get better AI outputs.

Split-screen image: left side shows a figure standing alone in a sparse room facing a single sticky note on a bare wall; right side shows the same figure actively working at a dense investigation board covered in documents, strings, and notes.

AI Workflows

We Ran the Same Experiment Twice. Different Feature, Different Models, Same Winner.

Discover why budget LLMs equipped with full code context consistently outperform flagship coding agents like Claude Code and Gemini CLI in PR generation.