audit-grade-rag
A compliance-grade RAG console. Bone-paper aesthetic, branch-protected mainline, bracketed citation pills auditors can read out loud.
Marius Jauernik · Litzendorf, Bavaria · 2026
Marius Jauernik
Electrical engineer · AI agents · Self-taught fullstack
Dipl.-Ing. electrical engineer (TU Dresden, 2018). Self-employed since 2022 in cloud operations and full-stack development, now building AI agents and automations.
Selected work
8 projects worth opening.
Anchors from the 30 public repositories at github.com/mj-deving. Each one is a system that runs.
voice-agent
AI phone agent for medical practices. Appointment booking, emergency detection, call routing. 156 tests, deployed on Fly.io. Python and Vapi.
n8n-self-healing
Self-healing n8n workflow. Learns from failures so the fourth identical error heals at zero LLM tokens. Claude, Slack, n8nac code-first.
managed-agents-research
Five progressive agent demos from single-agent to multi-agent with plan and reflect loops. Claude Agent SDK, 42 tests, per-run cost numbers.
openclaw-hardened
Security-first OpenClaw deployment. Hardened config, monitoring scripts, and a fifteen-phase guide that explains every decision.
code-mode-tools
CLI plus MCP server for code-mode. Execute TypeScript code chains in an isolated sandbox. Published on npm as code-mode-tools.
pai-skills
Curated, sanitized export of 21 agent-skill packages for Claude Code and Codex. Gated by an automated publication audit. No secrets, no local paths.
soc-alert-triage
SIEM alert triage with parallel threat intel from VirusTotal, AbuseIPDB, Shodan, MITRE ATT&CK. 86 percent fewer tokens, 3.3x faster, 7 seconds end-to-end.