GitHub - mitchellh/vouch: A community trust management system based on explicit vouches to participate.

kept by eddie feb 09

Vouch is a trust management system requiring users to be vouched for before contributing, designed to filter low-quality AI-generated contributions in open-source projects.

Vouch | Hacker News
Mitchell Hashimoto's Vouch project proposes a web-of-trust system for GitHub to combat low-quality AI-generated code slop.
also on Vouch, #open-source, #developer-tools
My AI Adoption Journey – Mitchell Hashimoto
Mitchell Hashimoto details his phased AI adoption journey, finding efficiency by moving from chatbots to agents, outsourcing reliable tasks, and engineering harnesses to prevent errors.
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The Pulse: What can we learn from Bun’s rapid Rust rewrite with AI? - The Pragmatic Engineer
Bun’s Zig-to-Rust rewrite was completed in 11 days using 64 AI agents, costing $165K, showing AI can accelerate large migrations when a solid test suite and expert oversight exist.
also on Mitchell Hashimoto, #automation, #open-source, #developer-tools
How I run 4–8 parallel coding agents with tmux and Markdown specs — Manuel Schipper
Describes a system for running 4–8 parallel coding agents using tmux, Markdown feature designs, and Claude Code slash commands to manage a development loop.
also on Ghostty, #automation, #developer-tools
cmux — The terminal built for multitasking, organization, and programmability
cmux is a free, open-source macOS terminal built for AI coding agents, offering programmability, session restore, and an integrated browser.
also on Ghostty, #open-source, #developer-tools