02 / Autonomous task implementation
A Trello board that moves work forward. AI agents implement what they can, bring evidence to review and involve the right people when they need help.
Explore each part of the workflow.
The friction
Chores and slow-moving tickets compete with the work that needs the team’s expertise. A board can capture all of it, but someone still has to interpret each request, make the change and coordinate the handoff.
What I built
Scheduled agents connect board activity to the codebase, using their own ledgers and knowledge of implementation status. They deliver tested changes for human review, or leave context and route the task to its owner.
The system
An illustrative walkthrough. Advance through the work, then explore either handoff.
Agents run on tight schedules, checking new cards, comments and movement between columns. The board stays the team's place to describe and coordinate work.
What changed
The workflow has dramatically sped up production, especially on routine work and tickets that are slow or lengthy to implement.
The Trello card brings together the merge request, visual evidence and a clear QA handoff for a human reviewer.
Experts retain the fun and important work. Uncertain tasks are directed to them with context instead of being pushed through blindly.