Repeatable operating systems.
The kind of doc a team standardizes on for a recurring shape of work, written tight enough that a new hire (or an agent) can execute the workflow on Monday without a meeting first.
Engineering
AI-Assisted Architecture Review
A repeatable two-pass workflow for reviewing system design docs with an agent in the loop. One pass for the structural critique, one pass for the writing.
9 min readRead →
Enablement
AI-Enhanced Onboarding
The workflow that compresses a new hire's "I'm net-positive" timeline from 6-8 weeks to ~2 weeks by pairing the human onboarding flow with an agent that has the codebase already loaded.
10 min readRead →
Field Engineering
Enablement Content Generation
How a field engineering team produces battlecards, demo scripts, and objection-handling docs at the cadence sales actually needs, without burning the FE bench writing them by hand.
7 min readRead →