OPEN THE CASE FILES.
Six missions on record, each filed under the Avenger it fights like — an all-seeing agent harness, a local-first agent that goes big only when it must, a self-scaffolding coding model, a blast-radius security engine, an AI workforce built like Stark tech, and a Fortune 500 platform held behind the shield. Pick an issue. Dive in.
EVERY MISSION GETS ITS OWN HERO
Mach2
Every thought, tool call, and LLM span traced in self-hosted Langfuse; an LLM-as-a-Judge (Grok) scores each response, and a five-critic pipeline gates every answer with a severity-tagged ledger. It sees everything.
Mach1
A confidence-scored triage router answers 65%+ of requests locally on Ollama (Gemma) and escalates only hard prompts to Claude via MCP — fast, private, zero-cost. Goes big only when it counts.
Ornith 1.0
A desktop harness for the self-scaffolding ornith:9b model — each session conjures its own pluggable Python harness, streams native tool-calls, and answers to an L2–L7 critic ledger. Chaos, fully observed.
BlastR
Parses Terraform into NetworkX attack graphs and propagates blast radius across cloud layers — a LangGraph agent with FAISS RAG and a LoRA/QLoRA fine-tuned SLM explains and prioritises what to fix first.
CrewSpace
A CEO agent that decomposes goals, delegates to specialist agents, proposes new hires, and runs the whole company — memory, chat, task boards, terminal ops, and a 3D office. Stark would approve.
FMGlobal
Zero-downtime migration of critical insurance workloads to secure Azure AI infrastructure — guardrailed LLM endpoints, hybrid-index RAG, live MCP tool-use, and governed CI/CD. The line held.
Your Project Here?
The next case file could be your production GenAI platform. Bring the mission; I'll bring the agents, the guardrails, and the audit trail.
Start a Mission ↗