Blog
Insights from the Graveyard
What we've learned from analyzing 1,310+ startup failures — and building the system that catches them.
Behind the Scenes
February 11, 20268 min readWe Shipped 14 Products in One Weekend. Here's What Actually Happened.
Our AI factory validated 47 ideas, killed 15, and built the 14 highest-confidence survivors end-to-end — spec, code, security audit, deploy. No human wrote a line of code.
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February 11, 20266 min readIntroducing Greenbelt: The AI Venture Studio That Builds What Survives
We built an autonomous venture studio that validates startup ideas against 1,310+ real failure patterns, then builds the ones that survive. Here's why.
Read moreProduct
February 10, 20265 min readWhy Your Idea Needs an Adversary, Not a Cheerleader
Most AI tools tell you what you want to hear. We built a system that tries to kill your idea first — because the market will try harder.
Read moreResearch
February 8, 20267 min read1,310 Ways Startups Fail (and How to Avoid Them)
We analyzed over a thousand startup post-mortems to build the largest failure pattern database. Here's what we found.
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