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 33 articles in AI Product Building
AI Product BuildingDeep dive
AI Search Is a Product Architecture, Not a Search Feature
AI search is hybrid retrieval, grounded answers, evidence UX, and action. Build the answer contract before choosing vendors.
19 June17 min read
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AI Product BuildingDeep dive
Agent-Ready Platforms Will Beat Browser-Only SaaS
An agent-ready platform works for humans and browser agents: stable actions, permissions, observability, and UX that survives automation.
7 June22 min read
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AI Product BuildingDeep dive
Voice AI Guardrails for Australia Belong Outside the Model
Voice AI guardrails for Australia: privacy, call recording, offshore storage, tool gates, cost controls, and build-vs-buy checks.
4 June43 min read
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AI Product Building
Your AI Strategy Needs Jobs To Be Done, Not a Thousand Agents
Agent strategy starts with the work customers need done. Without that map, you are just automating organisational noise.
25 May9 min read
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AI Product Building
AI Software Quality Needs a Factory Again
AI software quality is a production discipline. Code got cheap, but review, evals, rollback, and observability did not.
22 May8 min read
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AI Product BuildingDeep dive
AI Chat Security Is Still Too Easy to Jailbreak
Current AI chat security best practices: prompt injection testing, external guardrails, action boundaries, and defence in depth.
24 Apr19 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.
15 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.
8 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.
1 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.
27 Mar6 min read
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AI Product BuildingDeep dive
Vibe Coding Is Real. It's Just Not What They're Selling You.
Parental leave, a newborn and a focused AI build phase. Vibe coding works, but not the way anyone's selling it.
25 Mar11 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.
6 Mar7 min read
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