Context, control, and workflows for useful agents

I help teams build agents that find and use the right context inside real workflows.

Context

Help agents find the right information, because that solves most of the problem.

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Control

Give agents the tools, constraints, evals, and handoffs they need to act reliably.

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Workflows

Put agents inside the products, tools, and processes where work happens.

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Isaac Flath

Retrieval-first agentic systems, once a week.

Get the weekly essay on context, control, and workflows for useful agents: how systems find the right information, use it reliably, and fit into real products.

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Testimonial

High signal on how to use AI effectively. He actually shows his work and builds things.

Testimonial

I'm using AI to build everything I've dreamed of building, and it's in big part thanks to these teachings.

Emily Ekdahl

I became radically more effective in how I build with AI agents.

Testimonial

I really enjoy reading your posts! Thanks for sharing your experience and for your honesty!

Jelle de Jong

I can now add features more easily, fix bugs faster, and make my code more secure and reliable.

Andrew Sanchez

Impressive balance of simplicity, technical sophistication, and down-to-earth honesty.

Hugo Bowne Anderson

I'll read anything Isaac writes: it's high signal, makes me think, and helps me understand what's happening in AI.