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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 August 2026 · 6 min read
What does a sales agent for a recruitment agency actually do?
A sales agent for a recruitment agency finds hiring signals, drafts outreach, and stops for a person to send.
Read the post →12 August 2026 · 6 min read
What is an LLM, and why does it matter to your business?
An LLM is the language model behind every AI agent, and knowing what it actually does helps you judge what to trust it with in your business.
Read the post →8 August 2026 · 8 min read
How to adopt your first AI agent
Start with the job your team actually wants off the list. Map what the agent does, set up an approval gate, and run it for a week. Adopting an AI agent means starting small, not starting with tech.
Read the post →5 August 2026 · 7 min read
What is an AI agent, in plain English?
An AI agent is software that reads a task, decides the next step, and acts on it, rather than waiting for your next message.
Read the post →3 August 2026 · 6 min read
Why AI agents should draft, never send
AI agents that draft, never send keep a person checking every message and every purchase before it leaves your business.
Read the post →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 and a seat in your task tracker — run by one human who approves.
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