OSGuild simplifies the path into Bitcoin open source for new developers. Contributors practice on forked real world projects, earn points for their work, and receive feedback from maintainers.
TEAM · 3
§01 · EVENT BADGES
1 edition attended.
§02 · HACKATHON PROJECTS
Built at the hackathon.
§03 · TALKS & PANELS
On stage.
panel
· Nairobi 2026
Open Sourcing Developer Community
Building open source requires community. We're joined by a few local BitDev community leaders to talk about building the open developer ecosystem in their cities.
talk
· Nairobi 2026
The Cognitive Cost of AI-Assisted Open Source
AI has dramatically lowered the barrier to contributing to open source. Pull requests can now be generated in seconds, code explanations are instant, and contribution speed has accelerated across the ecosystem. But as code generation becomes easier, a deeper question emerges: are contributors still developing the understanding required to maintain critical systems like Bitcoin? This talk explores the growing cognitive cost of AI-assisted development, from shallow review culture and low-context contributions to the erosion of systems thinking and technical intuition. Rather than arguing against AI, the session examines how contributors can use these tools without outsourcing the reasoning, verification, and responsibility that meaningful open-source work requires. In Bitcoin, where review quality, caution, and long-term thinking matter more than velocity, contribution integrity becomes essential. This session is a reflection on what it means to remain a thoughtful contributor in an era where generating code is no longer the hard part.
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