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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