projects
03-
01
NetNerd MCP
An MCP server that gives an LLM real hands on network gear over SSH, NETCONF and gNMI, with config changes that roll themselves back.
2026
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02
claude-network-skills
Nine Claude Code skills and four agents that load practitioner-level networking into the editor: BGP diagnostics, IOS config validation, interface health, and a full homelab track.
merged into ECC, the agent harness toolkit at 268k stars
2026
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03
tiny-tank
A 336k-parameter transformer that learned to behave like a fish, recovering habituation, hunger and sleep debt from long-range context. The whole model runs in your browser on a hand-written forward pass.
189 lines of JavaScript, no server and no inference runtime
2026
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04
tiny-shrek
A 14.2M-parameter Llama-style transformer trained from scratch on movie dialogue, then finetuned onto a single film’s characters. No pretrained weights anywhere.
a model that never saw a word of Shrek beats one trained only on Shrek, by 13%
2026
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05
Vigil PR Scanner
Scans PR diffs for malicious capability: shells, exfil, auto-exec hooks, obfuscated payloads. A free GitHub Action with no LLM in the loop.
2026
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06
Helios
A multimodal AI assistant for datacenter engineers, doing real-time visual reasoning through Meta Ray-Ban glasses for hands-free monitoring.
2026
more on github