Context Engineering blog posts

Four cards labeled product, reference, task, and session stacked neatly on the left versus scattered randomly on the right

Context Engineering for Product Managers: The Missing AI Skill

Stop generating shallow AI outputs. Learn context engineering for product managers to build reusable data stacks and improve PRDs without tweaking prompts.

A dark leather ring binder open on a walnut desk representing the Agentic Context Engineering (ACE) framework. Structured index cards act as an AI agent playbook, with a new card marked "+ ADD" being inserted to symbolize incremental delta updates.

AI Development Workflows

Agentic Context Engineering (ACE) Explained: How Evolving Playbooks Fix Context Collapse

A plain-English guide to Agentic Context Engineering (ACE). Learn how this evolving playbook framework prevents context collapse in self-improving AI agents.

Isometric diagram showing AGENTS.md as the central standard for AI coding tools like Cursor and Copilot, with a symlink workaround connecting to Claude Code via a CLAUDE.md file.

AI Development Workflows

AGENTS.md vs CLAUDE.md: The AI Developer's Guide to Context Standards

AGENTS.md is the emerging open standard for AI coding agents. Here's how it compares to CLAUDE.md, when to use each, and how to run both without drift.

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.