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Achievement: YOLOAchievement: QuickdrawAchievement: Pair ExtraordinaireAchievement: Pull Sharkx3Achievement: Arctic Code Vault Contributor

Achievements

Achievement: YOLOAchievement: QuickdrawAchievement: Pair ExtraordinaireAchievement: Pull Sharkx3Achievement: Arctic Code Vault Contributor

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toxicwind/README.md

toxicwind

Autonomous systems · AI infrastructure · Compositor internals

I build systems that operate themselves. Then I upstream the hard parts.

Now

Project What
tau The coding agent — terminal CLI + SDK, 30+ tools, subagents, native Rust hot path, 82 providers. If you learn one thing here, learn this
ranch The whole self-hosted LLM estate in one monorepo — local serving (herd), cloud routing (flock), fleet chat (squawk), builds (flicker), cost accounting (ledger), GPU telemetry (windmill)
roundup Evaluate and enhance LLM deployments for real-world inference
trading-post Emergent multi-agent task market — oracle triage, bidder execution, verified settlement
trailboss Direct-to-main deploys with a web UI — no PR ceremony on your own repos
effusion-labs The lab — ideas, prototypes, tools, shipped

Upstream

I PR mainline repos, not forks of forks. Current: Hyprland compositor internals — making the hl Lua global read-only.

Hire me

effusionlabs.com/consulting — Creative Technical Consulting.

Emergency threat neutralization. Hallucination elimination. Hardened release systems. Adversarial architecture.

Not a discovery call. Threat assessment and triage.

Go · Rust · TypeScript · Python · Bash · C++ — 100+ repos, 12+ years shipping.

Pinned Loading

  1. nim-inkling-api-research nim-inkling-api-research Public

    Research-grade tooling for evaluating NVIDIA NIM API compatibility, parameter discovery, and inference latency characterization for thinkingmachines/inkling

    Go 1

  2. py-compat-scan py-compat-scan Public

    Python 3.12+ to 3.11/3.8 AST compatibility scanner. Detects syntax that requires 3.12+ and suggests fallbacks.

    Python