Systems
Production tools built to keep working after the first clean demo.
Each case study starts with the constraint, shows the system that answered it, and records what changed once real failures appeared.
Safety Hooks
Production guardrails for autonomous agents. Damage control, scope guards, financial gates.
Dangerous operations are stopped before execution.
MCP Servers
Production servers for ChromaDB, knowledge search, and multi-agent orchestration.
Agents reach knowledge and tools through one protocol layer.
Pen Plotter Art
Generative art experiments scored by an AI judge. SVG to physical media pipeline.
Generative studies move from browser canvas to plottable SVG.
Mastra Orchestrator
Multi-agent routing and task dispatch across Claude, Gemini, and local models.
Specialist agents receive work through explicit routing rules.
Knowledge API
Semantic search across thousands of documents. ChromaDB + Obsidian + vector embeddings.
Stored research becomes queryable context instead of a dead archive.
LLM Client
Unified client with automatic fallback across OpenRouter, Gemini, Anthropic, and OpenAI.
Model providers can fail without taking the calling system down.