Botmonster Tech

You have sent the message “it works on my machine” at least once in your career. Maybe you have been on the receiving end of it. Either way, the problem is always the same. Two machines that should be identical are not, and no one can say why. One has Python 3.11, the other has 3.12. One has a system OpenSSL that some C extension links against, and the other does not. One engineer installed a package six months ago and forgot.

PiKVM turns a Raspberry Pi into a full KVM-over-IP device. It gives you IPMI-like remote access to any computer’s BIOS, boot loader, and OS through a web browser. You wire the Pi to the target machine’s HDMI output and USB port. Then you open the PiKVM web page from anywhere on your network. You get live video of the screen, keyboard and mouse control, virtual media mounting, and ATX power control. A DIY build runs under $100 in parts. Even the top PiKVM V4 Plus at about $385 costs far less than IPMI modules from HPE or Dell.

Florence-2 and Qwen2-VL both run on consumer NVIDIA GPUs with as little as 8 GB VRAM. They handle OCR, object detection, image captioning, and visual question answering, all of it offline. Florence-2 uses a small sequence-to-sequence design with task prompt tokens. That makes it fast and reliable for structured extraction. Qwen2-VL takes a chat-style approach. It handles open-ended reasoning, dense documents, and follow-up questions. The two models work best as a pair, not as swaps for each other.

One missing line in a build config caused the worst source leak in AI tooling history. On March 31, 2026, Anthropic shipped version 2.1.88 of its @anthropic-ai/claude-code package with a 59.8 MB JavaScript source map inside. That map held the full client agent harness for Claude Code : 512,000 lines of readable TypeScript in 1,906 files. Mirrors of the code spread thousands of times in hours. A clean-room Python/Rust rewrite then became the fastest-growing repo in GitHub history. Anthropic’s legal response hit the wrong targets. The day got worse: a supply-chain attack hit the axios npm package, piling on for devs who rely on these tools.

Gatus is a single-binary monitoring tool that probes your services and shows a public status page at a URL you control. You define every check in one YAML file. So your whole setup can live in Git next to the rest of your stack. There is no need for a database, no web UI to click through, and no per-monitor pricing. If you self-host a blog, a Gitea instance , a Home Assistant server, or a mail relay, Gatus gives you a simple way to know when something breaks.

A Raspberry Pi 5 running RetroPie or Batocera turns a $80 single-board computer into a retro gaming console that handles everything from NES and SNES through PlayStation 1, N64, Dreamcast, and even some PSP titles. The Pi 5’s quad-core 2.4 GHz Cortex-A76 CPU and VideoCore VII GPU deliver roughly 3x the single-core performance and 2.8x the GPU throughput compared to the Pi 4, making previously choppy N64 and Dreamcast games run at full speed for the first time on Pi hardware. With Bluetooth controller support, CRT shaders, and a polished menu system, the result rivals commercial retro consoles like the Analogue Pocket or Retroid Pocket at a fraction of the cost.