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Edge0
Local MoE Inference Framework
Open-source streaming MoE inference framework for running large sparse language models on consumer hardware via CLI, local server, or chat app.
Nod
Open Source Personal AI Agent
Open-source personal AI agent from n8n labs that runs on your machine with its own computer and browser, and asks before acting.
Magmide
Formal Verification Proof Language
A dependently-typed proof language, currently dormant, aiming to make provably correct bare metal code practical for working software engineers.
Claude Code Hidden Problem Analysis
Claude Code Bug and Quota Research
A measured analysis of Claude Code cache, rate-limit and context bugs that inflate token usage on Max plans.
This Week’s AI Dev Gems
Handpicked tools for the week of Nov 7–13
Let AI agents operate a real iPhone from a Mac, with no jailbreak or extra hardware, through an MCP server.
Why: Added Nov 7. The GitHub repo was created Nov 5 and already has 1,087 stars. Agents read the iPhone's accessibility tree and send native touch events. A 0.4.0 beta landed Nov 13.
Draft software specs with a context-rich agent, then review them with zero-context subagents that don't share the earlier conversation.
Why: Added Nov 7. Google open-sourced the plugin in October; Google Cloud Tech posted about it this week, and the repo has 18,622 stars. A context-rich Elephant session drafts the spec; Goldfish subagents review it without the earlier conversation.
Build, type-check, lint, and run TypeScript using a shared TypeScript-Go compiler.
Why: New to the catalog Nov 13. Its compiler graph gives coding agents access to resolved symbols over MCP. The same compiler reports type errors and lint findings.
Give coding agents a fresh, disposable Windows 11 PC through Windows Sandbox, as an MCP server and a CLI.
Why: Added Nov 8. Scott Hanselman's tool boots a throwaway Windows 11 machine so an agent can install an app, drive the UI, and keep the screenshots after the guest is deleted. The repo has 426 stars and was created Nov 6.
AI Dev News
90+ articles
Ideas from the community
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Ask for a solution, not another list.
“I need a self-hosted browser agent that can work with my existing stack. What should I look at?”
Two models search the catalog
Explore their recommendations and reasoning.
You choose the useful answer
Compare perspectives, then investigate the tools.
What would you let an agent do when a production alert fires?
Investigation, repair and deployment can have different approval rules. Choose the furthest step you would allow without human approval.
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