I tune models, make them fast, and make them move.
Small, specialized AI models — and the tools that run them locally. Everything here is measured, and every number carries its receipt.
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CyberGuard CyberGuard reads any security vulnerability and tells you how dangerous it is, what an attacker can actually do with it, and what to fix first. The public evaluation programme behind a 4B vulnerability-triage model — public-benchmark results, corpus qualification, and receipts for every score. |
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dshrc — DeepSeek Harness Remote Control Drive your DeepSeek Harness (dsh) coding agent from your phone — typed ACP protocol, one-tap approvals, self-hosted push notifications, no screen scraping. v0.1.0 released · phone PWA, terminal, and Even Realities G2 glasses clients. |
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ER-CLI G2 Claude companion app and local Claude Code bridge for Even G2. Ask from your phone; read paginated answers on the HUD. Your glasses talk to your own Claude through a self-hosted bridge. |
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grokrc Remote control for xAI's Grok Build CLI — drive your terminal coding agent from your phone over ACP, not a screen scrape. Self-hosted: your phone drives the Grok Build CLI running on your own machine. |
Shipping next: Keel, an accelerated video-diffusion engine that runs on a single DGX Spark, and Tessen, local LLM serving that sizes a model to your machine and keeps a receipt for every run — 54.0 tokens/sec single-stream, measured.
The longer arc: ten small functional models by the end of 2027 — cybersecurity, credit risk, credit fraud, pharmacogenomics, healthcare — and the inference engine that runs them on modest hardware.