Why a Context Engine
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Why a Context Engine
Overview
Turn scattered data into curated context for agents.
Coding Agents and MCP
Give your coding agents a shared understanding of your org.
Integrations
Connect the code, docs, tickets, and chat your team already uses.
Solutions
Unblocked Code
Hand off a task. Get back a verified draft pull request.
AI Code Review
High-signal PR feedback grounded in how your system works.
Developer Q&A
Get answers without digging through tools or interrupting your team.
Resources
Blog
Perspectives on context engineering and AI-native development.
Open Source
Context engineering tools, built by us and open to everyone.
Videos
Talks, podcasts, and demos from the team building the context layer.
Events
Join live webinars, workshops, and conversations in person.
AI Adoption Assessment
Find your team’s context maturity and get a personalized plan to level up.
Context Maturity Guide
Where your team sits today, and what it takes to reach the next level.
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Jeffrey Ng
Articles
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AI Agents
Context Engine
Engineering Insights
Your agent framework solved the runtime. It still does not know your company
Aug 21, 2026