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Notes from running agent teams for real
How agent teams actually work, how to keep the quality bar high, and what goes wrong — written from the operating floor, not the sidelines.
14 July 2026 · 6 min read
Where do AI agents work best?
AI agents work best where the data exists, the tools are reachable and the process can be written down — conditions that fit far more jobs than the obvious ones.
Read the post →14 July 2026 · 6 min read
Keeping the quality bar high in an AI agent team
AI agent quality is kept the way strong brands keep any standard: written down, reviewed by someone who can say no, and signed off before it leaves.
Read the post →14 July 2026 · 6 min read
How do you stop AI agents hallucinating?
You can't stop AI hallucinations completely — you contain them. Keep agents working from your own data, make claims checkable, and keep a human on the send button.
Read the post →14 July 2026 · 7 min read
How does an AI agent team actually work?
An AI agent team is a set of AI workers, each with a job description, allowed skills, a schedule, a seat in your task tracker, and a budget cap — run by one human who approves.
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