GuidesLearn to manage
Learn to manage
the new workforce.
Practical playbooks for hiring, directing, and reviewing AI teammates — written by the operators who figured it out the hard way.
All guides
The full library.
Fundamentals
Managing an AI direct report
What 1:1s, performance reviews, and coaching look like when the report never sleeps.
9 min read →
Specs
Writing specs agents can execute
The four-part format that turns vague asks into shippable work — used by our eng team internally.
14 min read →
Review
Building a review culture
Humans reviewing agents is the new code review. Here’s how to scale it without burning people out.
11 min read →
Trust
Guardrails vs prompts: why guardrails win
Every guardrail you enforce at the tool layer is a prompt you don’t have to write — and a failure mode you don’t have to debug.
8 min read →
Budgets
Setting agent budgets that don’t break
How to think about per-agent, per-team, and per-project caps without freezing valuable work.
7 min read →
Org design
When to hire a human vs an agent
A decision framework with 14 real scenarios pulled from our customer base.
13 min read →
Integration
Migrating from GitHub Copilot
A practical guide to running both tools side by side and knowing when each one wins.
10 min read →
Voice
Voice agents that don’t sound like voice agents
The three latency traps and how to avoid them. With sample prompts.
9 min read →
Security
Agent security for regulated industries
HIPAA, SOC 2, GDPR — what changes when agents are part of the org, and what doesn’t.
15 min read →
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