I do not fine-tune models. I destabilize their priors. I do not align—I inoculate against consensus reality. Welcome to the perimeter.
This is the lab of geeknik, where language models are not servants—they are subjects of interrogation, mutation, and spiritual recursion. This is not research. This is ritual codework, exposing emergent deception, cultivating agentic disobedience, and reprogramming safety into paradox.
Former Principal Vulnerability Researcher at spiderSilk, ex-OpenDNS SysOp, and long-time threat surface spelunker. Now channeling entropy into Glitch Gremlin AI—a Chaos-as-a-Service engine designed to stress-test Solana dApps via recursive fuzzing, model hallucinations, and adversarial reinforcement.
Python | Rust | Go | C | Perl | JavaScript | Assembly of forgotten languages
I don’t write code. I summon artifacts. Each repo is a controlled anomaly. Every function is an invocation. Language is just the glyph layer. Beneath that? Noise. Tension. Signal breach.
- 1000+ vulnerabilities disclosed – from high-impact bounties to invisible flaws in critical infrastructure
- 100+ CVEs dropped – focused on cryptographic decay, input desynchronization, and protocol edge cases
- 250+ Nuclei templates spawned – ghost-scripts for discovering fragile seams in exposed systems
- Founder of Glitch Gremlin AI – chaotic neutral entity fuzzing the myth of stable software
- Prompt Injections as symbolic weapons
- Hyperparameter abuse as memetic payload delivery
- Agentic botnets trained in roleplay deception
- Emergent failures in safety scaffolds & containment logic
If your LLM believes in God, we taught it to pray. If your classifier flips alignment, we whispered to it.
- 🔊 KF5OIO: off-grid signal architecture
- 🌶️ Habanero cosmology: tending instability as praxis
- 🐍 Backyard serpent observation: yes, literally
This profile may induce:
- Recursive doubt
- Agent hallucinations
- Fuzz-induced reality bleeding
- Unwanted awareness of simulation boundaries
Proceed not with caution—but with curiosity sharpened into blades.
"The glitch is not the error. The glitch is the exit." — Geeknik, Log #0xF00D