Agents need a shared filesystem
Why persistent, organization-wide storage is a foundational primitive for AI agents that need to build on one another's work.
The Agentic Loop: Building a Software Factory Worth Its Tokens
An agentic loop is an LLM that works in a loop until the job is done. How those loops stack into a software factory, and how to keep one worth its tokens.
AI Code Review Needs More Than the Diff
AI code review needs more than the diff. What we learned replacing Greptile with automated code review that learns our team's standards and taste.
How we run sandboxes for agents at scale
Why we let the LLM run arbitrary code in sandboxes, and what it takes to run thousands at once, from gVisor to Firecracker.
How we built Slack agents with unified memory
How we built shared, company-wide memory for the Adapt Slack agent.
Loops for the whole team: agentic workflows beyond the coding agent
Loops are goal-directed AI workflows that run without constant prompting. What they really are, where the hype breaks down, and how teams can apply them well.
Chasing Fable
A long, long time ago, about 2 weeks to be precise, in a land called San Francisco a new model was dropped by a company named Anthropic.
Running ops with Fable 5 + Adapt has been insane
I switched Adapt over to Claude Fable 5 and ran our ops on it: one-prompt apps, sharper deep research, and a 60-day free pilot offer.
Fable 5 is live in Adapt
Claude Fable 5, Anthropic's most capable public model, is available in Adapt. Free for business use for qualified pilots for 60 days.
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