Tasklist transforms "AI agent, do X" from a black-box wish into a transparent, measurable workflow. By storing each step as a first-class ob

How we solved the "AI agent black box" problem with typed tasks

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2025-07-28 16:30:10

Tasklist transforms "AI agent, do X" from a black-box wish into a transparent, measurable workflow. By storing each step as a first-class object (not just markdown bullets), Tasklist lets agents plan, execute, and report on multi-step work while you watch, edit, or stop them mid-run. Sign up, spin up a Tasklist, and start building.

Working with agents today means flying blind. You ask an agent to "refactor the authentication system," and three hours later you're wondering: did it start with the database schema or the API endpoints? Is it stuck on some edge case? How much work is left?

Most tools store plans in plain markdown; agents get distracted and forget parts of the task. As our co-founder Guy Gur-Ari explains it:

"Cramming complex workflows into a single prompt leads to bad results: the agent gets distracted and forgets to do parts of the task."

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