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Build AI That Ships
A practical index for engineers and operators learning how to design, evaluate, and deploy AI systems inside real organizations.
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AI Engineering
Roadmaps, workflows, and templates for building AI systems that survive production.
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Forward Deployed Engineering
The operating model for embedding engineering judgment at the customer edge.
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AI Forward-Deployed Services
A consulting model for moving AI pilots into deployed workflows with measurable outcomes.
Latest Field Notes
LangChain
Vince Signori: Inside LangChain's Growth Strategy from $200M to $1.25B
A practical conversation on how infrastructure companies cross from open source adoption into enterprise value, and what that pattern teaches AI engineering teams shipping agents in production.
Abnormal AI
Shrivu Shankar - How a $5B Cybersecurity Company Runs on AI Agents
An operator-level look at agent deployment in cybersecurity, including workflow design, ownership, evaluation, and the organizational patterns behind production AI.
Meta and Intuit Credit Karma
Supriya Gupta - Meta Exec Explains How AI is Reshaping Advertising
A product strategy conversation on where AI changes advertising workflows, where it does not, and how leaders should evaluate applied AI opportunities.