TaskFlow
Turn every AI coding session into context that compounds
A desktop app that guides your AI coding agent from ticket to merge-ready PR — with steering that makes every future session better.
How It Works
Structured workflow. Precise feedback. Better results.
TaskFlow guides each session through a proven workflow. Every correction you make updates your context files, so future sessions start smarter.
Precise comments on each line instead of one terminal input
Comment on specific lines in bulk. All your feedback reaches the agent in one pass and feeds into your context files for next time.
Best-practice workflow, built in
A repeatable workflow from task to merge-ready PR that follows AI coding best practices. Iterative checkpoints catch issues before they reach review.
Your ticket tracker is the source of truth
Pull tasks directly from Linear, Jira, Asana, or Shortcut. Your project management system stays synchronized throughout the session.
The Flywheel
Not just a workflow. A flywheel.
Every structured session turns your corrections into context file updates. Your agent gets measurably better over time.
Workflow
TaskFlow guides your AI coding agent from ticket to plan to PR through a structured, repeatable workflow.
Review
Comment on specific lines in bulk. No constant steering, all feedback reaches the agent in one pass.
Learn
Captures every correction, preference, and pattern you express, turning them into context file updates for future sessions.
Improve
Your context files improve with each session. Less re-steering, fewer corrections, better output — automatically.
Integrations
Coding agent agnostic by design
ContextBridge layers on top of your existing AI coding tools and connects to your project management and source control systems. Your team keeps using the tools they already know.
AI Coding Tools
Project Management
* Coming soon
Start building context that lasts
Download TaskFlow for free. Currently in early access.
A GitHub bot that turns pull requests and code patterns into updates for CLAUDE.md, AGENTS.md, and Cursor rules
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