Slava Spitsyn — AI Builder
Production AI systems. 52 projects. 1 person.
Live activity below — these are my real servers.
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What's running
- Hermes Personal AI orchestrator — voice, skills, persistent memory, self-evolving config
- OpenClaw AI agent platform on Telegram — 53 skills, voice + STT, multi-model routing
- WARD Open standard for AI bot access control on websites — getward.org, MIT
- claude-code-security-hooks Prompt injection defense for AI coding agents — 31K+ impressions in 48h
- Slavka memory pattern Persistent semantic memory for AI agents across sessions — open source
- Vanga AI decision engine for market analysis, predicate-based reasoning
- WebPrüfer AI-powered German legal compliance scanner — 80+ checks in 30s
- n8n + RAG stack Self-hosted RAG: Qdrant + Voyage embeddings + Anthropic generation
Three things I do, running in production right now
AI agents that remember
Hermes, OpenClaw, and the Slavka memory pattern give agents persistent context across sessions. Not 'chat history' — structured semantic memory with selective recall.
Retrieval-augmented Claude over my own corpus
The Ask Slava widget on this site is a working RAG: pgvector on my Postgres, OpenAI embeddings, Claude Sonnet 4.6 with prompt caching, citations back to the source project or post. Self-hosted, no SaaS retrieval layer.
German regulatory hell, turned into tooling
BFSG, DSGVO, Impressum, Datenschutz — laws that paralyze most agencies. WebPrüfer scans 80+ rules in 30 seconds and opens GitHub issues on what's broken.
Weekly notes from a solo AI builder
Case studies, build-in-public observations, and what's actually working in production. No fluff, no AI-hype, no listicles.
1 email / week. No spam. Unsubscribe anytime.
Recent notes
How I gave AI agents persistent memory
The Slavka pattern, why it beats vector-DB-only approaches, and the trade-offs I learned in production.
52 projects in 4 months. Here's what I actually learned.
Started January, picked up AI coding tools, no traditional dev background. The unintuitive lessons.
BFSG, DSGVO, Impressum: building tooling out of bureaucracy
How regulatory hell became my unfair advantage as a German-based AI builder.
Why I don't deploy to Vercel anymore
After 2 servers, 188 secrets, and 11 CF zones, the lock-in math changed.