Blog
From the Alf team
Notes on building autonomous agents that teams can actually trust.
ProductMay 18, 2026
Why answers aren't enough: the case for action-oriented AI
Chatbots tell you what to do. Agents do it. Here's how we think about closing the loop safely.
EngineeringMay 2, 2026
Human-in-the-loop, done right
Autonomy is only useful if you can trust it. A look at how Alf pauses for the decisions that matter.
ResearchApril 21, 2026
Cutting token costs by 61% without losing context
The caching and compression tricks behind Alf's efficiency gains.
Case studyApril 9, 2026
From Sentry alert to fixed deploy in one prompt
A walkthrough of a real multi-step incident Alf handled end to end.