Categories
Every post belongs to one of seven themes. The Case Studies are my working portfolio — end-to-end build logs with the debugging included. The Notes are the quick fixes. Start wherever matches what you're building.
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AI
n8n workflows, Telegram bots, local LLMs, the Mem0 memory stack and TTS — AI automations I have actually shipped, mostly on self-hosted hardware.
3 3 posts -
Case Studies
How I built X, end to end: the problem, the debugging story, the fix and the measured result. This is my working portfolio.
11 11 posts -
DevOps
Docker & Portainer, Traefik, Cloudflare tunnels, a ~140-container NAS homelab, backups and monitoring — my most hands-on, differentiated material.
11 11 posts -
Engineering
Java & Spring, PHP and WordPress deep dives — how production web applications are really put together, from the code up.
1 1 post -
Notes
Short, low-friction entries: fixes, gotchas and link roundups from day-to-day work. Quick reads that save someone an afternoon.
2 2 posts -
Tutorials
Beginner-friendly, follow-along how-tos. Copy the commands, run them, get a working result — then understand why it worked.
1 1 post -
Web3
Solidity, Foundry, ERC-20/721 — honestly framed learning projects on testnets, not production DeFi.
0 0 posts · coming soon