Your AI agent needs a job description
Agents can now work for hours and act across systems. A prompt is no longer enough.
Haroon Choudery
Aug 4, 2026
Two useful sends most weeks.
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AI at Work
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Friday
AI This Week
A concise synthesis of what changed in AI and what hands-on leaders should do with it.
When warranted
Special Edition
Occasional analysis when an important change genuinely warrants an extra send.
Recent issues
Browse the full archive →Daily BriefJul 31, 2026
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Daily BriefJul 21, 2026
OpenAI has 400 former Apple employees. Apple just sued over it.
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Week in AIJul 17, 2026
DoorDash's agent lifted checkout 24%. Here's how.
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Daily BriefJul 16, 2026
Anthropic’s $1.5B implementation bet just got a name
Ode with Anthropic is live. The bet behind it is that implementation, not models, is where the money goes.
Written by
Haroon Choudery.
Founder of Seeko, an AI consulting practice that audits before it builds.
He’s interviewed 280+ leaders about how AI actually shows up in their orgs — what works, what’s smoke. The newsletter is the public surface of that work; AI Ready is the proficiency platform built on top of it.