Category
AI Product Building
Practical posts on shipping AI products: architecture patterns, evaluation frameworks, pricing models, multi-model orchestration and UX design.
Showing 25–32 of 32 articles in AI Product Building
AI Product BuildingDeep dive
Your Killer Feature Will Be Cloned by Friday. Build a Moat.
4 engineers, 10 days, a new product line. AI coding agents collapsed build economics. If code is a commodity, your moat is data, integrations, and trust.
9 Jan10 min read
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AI Product BuildingDeep dive
Your Agent Evals Are Vibes. Here's How to Make Them Infrastructure.
Most teams evaluate agents with manual chats and gut feel. A practical framework for eval suites that let you ship, starting with 20 examples, not 20,000.
5 Jan13 min read
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AI Product Building
The 2,500% Audit Tax: The Math That Will Kill Your Multi-Agent P&L
A manager model checking every worker output increases unit cost by 2,500%. The fix: a spot-check architecture that can save 75% of your token margin.
24 Dec9 min read
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AI Product Building
Your AI Copilot Is a Margin Trap. Build for Replacement.
AI is not a feature, it is a new compute paradigm. Bolting GenAI onto legacy platforms destroys unit economics. If the AI is optional, it's a gimmick.
19 Dec8 min read
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AI Product Building
Text Is a Terrible Business Interface. Generative UI Wins.
Google's A2UI signals the end of the chatbot text wall. Agents that render native UI components instead of paragraphs change what product teams build.
17 Dec8 min read
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AI Product Building
Stop Building AI Agents. Start Building SOPs Wrapped in Code.
A 5-step agent at 95% accuracy per step is only 77% reliable. The path forward isn't better agents, it's narrower ones. Three rules for workflows that ship.
15 Dec9 min read
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AI Product Building
Stop Picking Winners in the Model Race. Build the Router Instead.
Building for a single model is technical debt with a short shelf life. The winning strategy is orchestration, evals, and governance, not leaderboard loyalty.
8 Dec8 min read
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AI Product Building
3 Agentic AI Patterns from Google's Playbook
Strip the vendor marketing from Google's AI Agent Handbook and three stack-agnostic architectural patterns emerge that every product builder should steal.
1 Dec7 min read
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