AI systems · agents · RAG · automation · web apps

I design and build AI systems including agents, RAG, automation, and web apps. My background is in knowledge management, which means I tend to start with the system and the sources before the prompts.

Karpathy wrote about a wiki that maintains itself. That became Kompl. NLP and AI resolve your sources and compile them into a living wiki of summaries, entities, comparisons, and overviews. Every new source compounds: new pages, rewrites, connections, even contradictions. Set thresholds, export, or plug in via MCP.

Treat each path you're curious about as a hypothesis. Run small time-boxed experiments, reflect on what happened. The agent designs them from real company and industry profiles, gives feedback, nudges you along, and surfaces patterns through three-tier memory. Fit emerges across two axes — internal and external.

• 🪐 Tinyforming Mars: A rebuild of Terraforming Mars, my favorite mini board game. Play against a heuristic, minimax with alpha-beta, or LLM. 2-player and solo coming soon.

• 🌌 You're Here: A journal built on a David D. Burns reflection tool and the human need to feel anchored while floating through time. Creative vision leads the UX. AI figures out the emotion, intensity, timing, and how far a memory stretches.

• 🔧 Repair Assistant: A birthday gift for my dad. 60+, fixes everything by searching YouTube, so I built him something better. Technically simple but heavily customized. None of my production agent experience prepared me for the design decisions on this one.