3 minAI Deep Dives
How Agents Audited My Own Website
One /discovery run, several parallel agents, a live-browser test: how I had my own website audited, and why a human still makes every final call.
Topic: Tools
13 posts on this topic.
- 7 minDebugging & Solutions
A Menu Bar App Kills My Zombie Processes
My agents leave zombie processes behind that quietly eat my RAM. So I built myself a small macOS menu bar app that hunts them down and kills them off for me.
- 7 minAI Deep Dives
Sven, the Raven That Works With Me
Sven is my personal AI raven: he folds mailboxes, calendar, CI and server status into one Morning Pulse in Discord. He proposes, I decide and publish.
- 9 minTechnical How-tos
Why an 11-Second Loop Beats My Hero Video
I wanted a 35-second hero video. I built an 11-second loop instead: it loads faster, never shifts the layout, and lands the whole message in eleven seconds.
- 6 minTechnical How-tos
How I Use NotebookLM for Talk Preparation
How I turn my preparation document for a panel into audio with NotebookLM and listen to it on the way there – a small workflow that makes gaps audible.
- 10 minDebugging & Solutions
A Local Mail Assistant on Apple Foundation Models
A 0 Euro, on-device assistant for macOS Mail.app: PII redaction before every LLM call, plus a silent macOS 26.5 bug that killed its fast SQLite query.
- 6 minAI Deep Dives
Building an Agent Fleet: Sven, BuilderBob and the Loop
Three agents run around the clock: Sven scouts AI ideas, BuilderBob runs agenticbuilders.at with 19 cron jobs; session-orchestrator drives a gated coding loop.
- 10 minAI Deep Dives
How session-orchestrator Matured in 9 Days
An open-source multi-agent tool matures in 9 days across 18 sessions: from the /plan to /evolve lifecycle across four runtimes. What daily self-use made of it.
- 10 minBehind the Scenes
Why My NVFP4 Coding Model Failed on a 24 GB Mac
Qwen3.6-35B technically loaded on an M4 Pro 24 GB at 100% GPU, yet ran at 0.1 tokens per second. A quiet failure, five lessons and hardware recommendations.
- 8 minBehind the Scenes
Replacing Clank's AI Brain: From OpenClaw to Hermes Agent
After two months and 1,052 commits, my autonomous infrastructure's AI moved from OpenClaw to Hermes Agent by Nous Research. The learning loop decided it.
- 6 minBehind the Scenes
Second Hackathon, First Place: BitGN PAC 2026 in Vienna
Two weeks after my first hackathon: 1st place at BitGN PAC 2026 at AI Factory Austria, Vienna. Autonomous AI agent, 104 tasks, 5 security layers, blind scoring.
- 5 minAI Deep Dives
Harness Design for 100+ Productive AI Coding Sessions
After 3,000+ sessions with Claude Code: what prevents AI agents from drifting in long-running projects. CLAUDE.md, Rules, Session Handovers and Quality Gates.
- 5 minBehind the Scenes
AI Agent, n8n, and a Week of System Work: What I Built
A week of GitLab migration, n8n automations, an Instagram content pipeline, and the current limits of AI agents.