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Insights on building AI-native products, shipping fast, and scaling startups with intelligence built in from day one.
Mapping Bitcoin: The Directory Bitcoin Has Been Missing
23,000+ venues across 155 countries. Reviews, ratings, verification—all without a central authority. Why we built the ecosystem map that Bitcoin deserved.
Nostr Web of Trust: Decentralized Reputation Without Gatekeepers
How we built a trust-based filtering system for Nostr using social distance—and why the LinkedIn connection request 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 isn't on-chain—it's intelligent. Here's why we're shifting focus to AI agents and what that means for the startups we work with.
How We Ship AI MVPs in 2 Weeks (Not 6 Months)
The AI startup space is moving fast. Too fast for traditional development timelines. Here's our battle-tested process for shipping production-ready AI products before your runway burns out.
Lessons from Building Trustworthy AI Systems
What happens when an AI system must do more than just execute tasks? When trust, reliability, and real user confidence become the foundation—not the bonus—of intelligent automation? This was the question at the heart of a customer support AI we helped build. The challenge wasn't just technical; it was human: how to design trust into every layer of the experience, from the first interaction to long-term adoption.
Why We're Building AI Agent Tools in the Open
Dandelion Labs is committing to open-source AI agent frameworks and tooling. No vendor lock-in, no proprietary black boxes. Just practical tools that help startups integrate AI faster—built by developers, for developers. Everything under open licenses. Built in public.
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