fn doctrine() -> &'static str { "the beat drops or it doesn't. same rule applies to code." }|
NASA F Prime — flight software framework for spacecraft. 8 PRs: unsigned underflows, state leaks, flaky test stabilization, deny-by-default sandboxing, onboard DFA health monitor proposal. NASA cFS — core Flight System apps (HS, LC, DS, ogma). Fixed processor-reset bug on bad app names, removed dead code, fixed spec merge in ogma. tokio — Rust async runtime. Fixed io_uring panic when IO driver disabled. Added Safety docs for named pipe options. |
PLUR — persistent memory for AI agents. Fixed embedder disposal (ONNX teardown abort), dedup co_injection events. Root-cause analysis on host-header auth bypass + statement injection. ArduPilot — open-source autopilot. Fixed DDS timestamp overflow, scheduler rate clamping for gimbal drivers. Struktura — published Rust crate for anomaly detection. Detected bearing faults across 3 fault types from raw vibration. Zero dependencies. |
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KODON discovers exact mathematical laws from raw data. No LLM. No guessing. 7 derive faculties, 234,000+ verified laws, self-evolving ouroboros loop. Derived so far: Fibonacci · Pisot metallic means · Catalan · Somos bilinear · conservation laws (E=½mv²+mgh) · Apéry ζ(3) · DNA structural patterns across 17 chromosomes |
Helix — DNA triplet codons compile to native Rust. 1 line Helix = 30 lines Rust. 1000+ files, 87K codon address space, The agent fits its own context window → self-read, self-modify, many instances. |
🔬 research & AI — the things that refuse to guess
| project | what it does | stack | |
|---|---|---|---|
| 🧬 | kodon-engine | exact-or-abstain pattern generator — Fibonacci to Apéry ζ(3) | Rust, Helix |
| 🧪 | helix-lang | DNA-codon compiler → native Rust. 64 base + 23 extension codons | Rust |
| 🔬 | noesis | unified research umbrella — 2930 verified theories, knowledge graph | JS, Rust |
| 🧠 | 381-codon registry | full rUv ecosystem mapped to Helix DNA address space | Helix |
| 📊 | evidence sidecar | helix-evidence abstention gate — stale/low-conf → ABSTAIN | Rust, Helix |
💹 trading & chain — Solana, full-chain, no pump.fun
| project | what it does | stack | |
|---|---|---|---|
| 💹 | solflow | chain-wide shadow trading platform. GMGN mastery, oracle design | TS, Rust |
| 🤖 | crypto-bot-rs | V10 enterprise multi-algo trading bot, diamond protocol | Rust |
| 📡 | blood-downloads | KOL copy trading engine, chain-wide Solana signals | Rust |
🔐 security — white-hat, scan-first
| project | what it does | stack | |
|---|---|---|---|
| 🔐 | cyber.koscak.ai | AI security scanning SaaS, pentesting tools | JS, CF Pages |
| 🛡️ | T3MP3ST | security recon + architecture (fork w/ original work) | TS |
🎵 music tech — the tools I wished existed
| project | what it does | stack | |
|---|---|---|---|
| 🔊 | remix.exe | sacred frequency engine — BPM detect + binaural carrier layering | Rust |
| 🎵 | resonance-engine | DJ discovery tool — real DSP, harmonic mixing, deck UI | JS, Rust |
| 🎼 | ouroboros-synth | procedural focus-music — bedtime descents, ADD power sessions | Rust |
| ✂️ | clipper-flipper | viral clip auto-editor — ffmpeg + whisper.cpp + Grok judge | Node |
remix song.wav --target 42 --carrier 432
// layers 42Hz gamma focus + 432Hz sacred carrier onto any track
🌐 sites & products
| project | what it does | |
|---|---|---|
| 🌐 | koscak.ai | main site + NOESIS dashboard |
| 🔐 | cyber.koscak.ai | security scanning SaaS |
| 🎮 | fantasia | universal connect(A,B,intent) game engine |
| 🖼️ | montari | curriculum-to-image matching algorithm |
no Python in the training loop. no PyTorch. no guessing.
🎵 the music
House & DnB. Managed by WACE Group. Remixes with millions of plays.
I don't compose by feel — I engineer listening states. BPM maps to brainwave frequencies. 174 BPM neuro = 2.9 Hz theta (deep focus fuel). 432 Hz isn't mystical — it's the precession cycle (432×60 = 25,920 year wobble).
Started building tools for music. Realized "measure, don't guess" applies to everything. Now the music tools and the research engine share the same doctrine.
16,693 contributions this year · 22 PRs across NASA, tokio, ArduPilot, PLUR · building nonstop
∀claim: PROVE(claim) ∨ ABSTAIN // the only rule
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