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Thinking about AI product leadership, building with AI tools, governance, and the economics of shipping AI in production.
Showing 61–72 of 77 articles
AI Strategy & Leadership
Taste Is the Last Skill AI Can't Commoditise
AI commoditises execution. The scarce resource is knowing what to build, for whom, and when to stop. That's taste, and it's the career bet worth making.
7 Jan9 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 Strategy & LeadershipDeep dive
The Translation Layer Is Dead. Here's What Replaces It.
Agentic coding compressed the PM translation layer to zero. The three skills that matter now: problem shaping, context curation, and taste as judgment.
2 Jan12 min read
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AI Strategy & Leadership
AI Strategy Needs Hands-On Experience, Not Slide Decks
AI strategies fail because leaders set direction for a capability they have never used. You cannot strategise well for a material you haven't touched.
31 Dec9 min read
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AI Strategy & Leadership
Your Job Isn't Going Anywhere. Your Tasks Are.
AI does not replace jobs. It replaces tasks. That distinction changes everything about how you plan your career, your hiring strategy, and your org chart.
29 Dec9 min read
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AI Strategy & Leadership
The Cannibalisation Paradox: Why Per-Seat Pricing Dies in the Agentic Era
If your AI roadmap succeeds, customers need fewer seats and you earn less revenue. The fix: price around the units of work completed, not user logins.
26 Dec9 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 Strategy & LeadershipDeep dive
The Hard Hat Era: Your 2026 AI Strategy Is an Org Chart
The shift is from prompt engineering to designing multi-agent hierarchies: AI managers overseeing AI workers that operate invisibly in the background.
22 Dec10 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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Industry & Markets
Google's Real Estate Listings: Why Aggregators Should Worry
Google is testing native property listings in search. AI broke the constraint that stopped them in 2011. The aggregator model dies when the user is an agent.
12 Dec8 min read
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