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Insights on building AI-native products, shipping fast, and scaling startups with intelligence built in from day one.
The Autopilot Trap: Why AI-Generated Code Fails Security Review
AI writes most of the code now — and nobody reads it. It compiles, the demo works, it ships. Then it fails the security review, or worse, it leaks. Here are the failure patterns we see over and over, and how we fix them.
We Red-Teamed AI-Built MVPs. Here's What Broke.
We spent a month attacking AI-built MVPs the way a real adversary would. Auth bypasses, exposed secrets, prompt-injected agents, money bugs under load. Here's the anonymized findings — and the playbook to fix them.
Mapping Bitcoin: The Missing Directory
23,000+ venues across 155 countries. Reviews, ratings, verification—all without a central authority. Why we built the ecosystem map that Bitcoin deserved.
Building Nostr's Web of Trust
How we built a trust-based filtering system for Nostr using social distance. LinkedIn taught us more about web of trust than any whitepaper.
Why We Pivoted from Blockchain to AI Agents
We spent years building blockchain products. Then we realized the future is intelligent, not on-chain. Here's why we pivoted to AI agents.
How We Ship AI MVPs in 2 Weeks (Not 6 Months)
The AI startup space moves too fast for traditional timelines. Here's our process for shipping production-ready AI products in weeks, not months.
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