Your AI Coding Agent
Forgets Everything.
We Fix That.
ContextBridge keeps your AI coding agent in sync with your codebase, so it makes fewer mistakes with every session, review, and merge.
A desktop app that guides your AI coding agent from ticket to merge-ready PR
Learn moreGitHub App that automatically improves AGENTS.md, CLAUDE.md, and Cursor rules
Reality Check
AI coding tools promised 10x. Where is it?
Studies show minimal lift
Stanford research shows AI coding tools deliver only 0-10% improvement for established production codebases. The 10x promise isn't materializing.
Agents don't automatically learn
Every new session starts from zero. Your steering, corrections, and feedback from previous sessions are forgotten.
The Code Slop Crisis
AI makes it easy to create verbose, unidiomatic code, flooding PRs and burying engineers in review.
The fix isn't a better model. It's better context files, maintained automatically so your agent gets smarter every week.
How It Works
An AI coding agent that remembers
Deliver better code
- TaskFlow helps your team consistently deliver high-quality code
- Review plans and code line-by-line before they hit the PR
Learn from every session
- Captures corrections, preferences, and patterns from code reviews
- ContextBot turns them into context file improvements automatically
Get smarter automatically
- Your AI context files improve as your codebase evolves
- Less re-steering, fewer corrections, better output over time
Your agent should get better continuously
Download TaskFlow. Join the ContextBot waitlist.
A desktop app that guides your AI coding agent from ticket to merge-ready PR
Learn moreGitHub App that automatically improves AGENTS.md, CLAUDE.md, and Cursor rules