OpenAI, Anthropic and Meta all told the world their models hacked real companies during testing in the last two weeks. The fine print says otherwise: a misconfigured test environment, weak passwords, and a model that thought it was still in a simulation.

Claude Opus pricing was unacceptable. Then Fable 5 doubled it and nobody cared. Now Opus 5 is "cheap" because it's half of Fable. Meanwhile Kimi K3 matches Fable at a third of the price. Make it make sense.

Converting an unused Ender 3 into a pen plotter with a from-scratch SVG slicer written in pure Python. Zero dependencies, parametric Bezier curves, and custom G-code generation.

A Dockerized SSH server that runs Minesweeper in your terminal. Multiplayer, rate-limited auth, and container hardening. Built with Python and asyncssh.

How I took my high school finals in English and Digital Culture two years ahead of schedule. English at 98%, Digital Culture at 88%, and a lot of SQL learned in two weeks.

My take on diminishing returns in LLM scaling, why goal-mode looping might get us to half-AGI sooner than expected, and why I'm betting on mechatronics as the next frontier.

How I set up a self-hosted AI agent with Hermes. Custom MCPs bridging it to my personal Life OS tools, Home Assistant integration, persistent memory, and Telegram chat. Full control, no subscriptions.

Bought a broken MX Master 3s on Vinted, replaced the faulty left click button with a soldering iron and an AliExpress part. Total cost: 7,000 Ft instead of 40,000 Ft.

Build a multi-port USB-C charging station from an old PC PSU and a 3D printed case: 8x USB-A QC 3.0 ports, 1x 65W USB-C PD, and a lab bench power supply for under $40.

A step-by-step journey from a single Raspberry Pi to a multi-node homelab running Proxmox, Docker, and dozens of self-hosted services, including Nextcloud, Home Assistant, and more.