2d ago · 7 min read · Every founder I've talked to who's been through this decision remembers the exact moment it came up. Usually it's sometime after the seed round closes, before the first real deadline hits, and someone
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May 21 · 9 min read · Most AI-assisted builds start from a weak handoff. A founder writes: Build a SaaS app for this idea. Or a product team gives the agent: Here is the PRD. Implement it. That is not enough. Claude Code
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May 12 · 8 min read · Why Production Content Systems Need Operational Recovery Paths, Not Just Better Prompts This is a product-build note, not a tools list. The interesting problem is not whether AI can create one more draft. It is whether a publishing system can keep so...
Join discussionMay 11 · 8 min read · What Teams Learn When Editorial Variants Outgrow Their Canonical Draft Assumptions This is a product-build note, not a tools list. The interesting problem is not whether AI can create one more draft. It is whether a publishing system can keep source ...
Join discussionMay 9 · 4 min read · Large model failures aren’t bugs. They’re design failures hidden in complexity. Most teams treat large model debugging like a developer’s side hustle or a fire drill. That’s why scaling LLMs remains guesswork disguised as engineering. I’ve worked on ...
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May 9 · 8 min read · How Session Persistence Becomes a Hidden Reliability Layer in AI Publishing Systems This is a product-build note, not a tools list. The interesting problem is not whether AI can create one more draft. It is whether a publishing system can keep source...
Join discussionMay 8 · 8 min read · Why QA Bottlenecks Move Faster Than Teams Expect in Browser-Based Editorial Workflows This is a product-build note, not a tools list. The interesting problem is not whether AI can create one more draft. It is whether a publishing system can keep sour...
Join discussionMay 7 · 13 min read · Applied AI Product Management — Part 6. In Part 5, we covered the measurement concepts that let you evaluate model quality with rigor. Now we make the decisions that determine what you're actually bui
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