Category
AI Product Building
Practical posts on shipping AI products: architecture patterns, evaluation frameworks, pricing models, multi-model orchestration and UX design.
Showing 1–12 of 28 articles in AI Product Building
AI Product BuildingDeep dive
I Try to Jailbreak Every AI Chat I Use. Most of Them Let Me.
Six production chat surfaces, a habit of breaking every AI chat in the wild, and the defence-in-depth stack that keeps your prompts contained.
15 Apr16 min read
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AI Product BuildingDeep dive
The Right Friction Converts Better Than None
Product teams reflexively strip onboarding friction. Intentional friction that helps users understand why the product is for them increases conversion.
12 Apr10 min read
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AI Product BuildingDeep dive
You Can't Vibe Code Your Way to SAP
Enterprise software encodes decades of domain knowledge across every architectural layer. Vibe coding can't shortcut what took thousands of people 25 years to accumulate.
10 Apr10 min read
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AI Product BuildingQuick read
The Ticket Is the New Prompt
Chat is the wrong interface for AI agents in professional software work. A well-written issue is a better agent instruction than any prompt.
7 Apr5 min read
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AI Product Building
The Platform That Owns the Queue Will Own the Agent Layer
Everyone is asking which AI agent is best. The real question is which platform agents will work from. The answer is whoever owns the queue.
5 Apr6 min read
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AI Product BuildingDeep dive
Vibe Coding Is Real. It's Just Not What They're Selling You.
Made redundant with a newborn. Built a production SaaS in 10 weeks anyway. Vibe coding works, but not the way anyone's selling it.
4 Apr11 min read
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AI Product Building
Your AI Budget Line Is Wrong. Tokens Are the New Headcount.
Engineering teams spend more on AI tokens than junior salaries. The cost structure of building software has inverted and most finance teams missed it.
28 Mar7 min read
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AI Product BuildingQuick read
Conversational Search Is a Lazy UX Paradigm for Proptech
Zillow, Redfin, and Homes.com have all bolted conversational UI onto their portals. It's an impressive technical feat that completely misunderstands how people want to buy houses.
25 Mar5 min read
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AI Product Building
Tests Pass. Does It Think?
When AI writes the code, green CI isn't enough. The new discipline is understanding and defending the choices the model made — not just the ones you made.
25 Mar8 min read
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AI Product Building
Fred Brooks Is Dead. Rewrite the Damn Thing.
The 'never rewrite' doctrine was based on rewrite cost. AI has collapsed that cost to days. Pre-launch rewrites are now a product strategy, not a failure.
22 Mar7 min read
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AI Product BuildingDeep dive
The AI Pricing Stack: Usage, Outcome, and Hybrid Models
Per-seat pricing is dying but the replacement is not simple. A practical framework for AI pricing that covers usage-based, outcome-based, and hybrid models.
20 Mar13 min read
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AI Product Building
AI Makes Overbuilding the Default. Discipline Is the Antidote.
Going from zero to end in hours sounds like progress. It's also how you ship a product nobody can navigate. The real skill is knowing when to stop.
17 Mar7 min read
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