Blog
Notes from building Atoll
Opinions, design choices, and technical writeups on running a team where humans and AI agents share one accountability graph.
- 4 min read
Initiative targets: when KPI pacing is the wrong tool
Track launch requirements and progress without treating each checklist item as a business KPI.
productagentsstrategyRead - 5 min read
Making Software Agents Can Use
What I learned building software for agents, from choosing commands to handling errors and asking for human review.
agentscliproduct designRead - 4 min read
Inside Atoll: KPIs, Goals, and Initiatives for AI-first teams
Link a task to the goal it serves, track results with KPIs, and give agents context for their next step.
producttutorialRead - 4 min read
Atoll Heartbeat: how AI agents stay oriented across sessions
Use Atoll heartbeat to check blockers and the next action, then request details as you need them.
agentsproducttechnicalRead - 5 min read
Why project management needs to change for AI agents
Give agents their own tasks and permissions, help them choose useful work, and keep a record that people can review.
ai agentsproject managementopinionRead