Hands-on experience with AI, self-hosting, Linux, and the developer tools Botmonster actually uses

Hands-on experience with AI, self-hosting, Linux, and the developer tools Botmonster actually uses

A huge brass machine covered in paint rollers and gauges next to a tiny skeletal frame holding one glowing core, both plugged into the same socket

Lightpanda is a headless browser that fits in 123 MB

Headless browser for AI agents Lightpanda is written in Zig, peaks at 123 MB where Chrome needs 2 GB, and speaks CDP so Puppeteer connects unchanged.

Giant glass sphere full of glowing points compressed by a hydraulic press into a small dense cube beside a dropping measurement gauge

turbovec fits a 31 GB vector index into 4 GB of RAM

Quantized vector index turbovec squeezes a 31 GB corpus into 4 GB and beats FAISS FastScan by 19 to 31 percent on ARM, with no separate training step.

Robotic arm using brass calipers to clamp a highlighted sentence on a scroll of web text, with unused padlock nearby

wigolo gives your coding agent web search with no API key

Local web search MCP server wigolo gives coding agents search, fetch, crawl, and extract with no API keys, on-device reranking, and no cost per query.

Large machinist caliper measuring glowing model blocks above a computer interior milled into precision slots, beside a dial gauge reading past its predicted mark

llmfit tells you which local models your machine can run

Which LLM can I run on my hardware? llmfit scans your RAM, CPU, and GPU, then scores every model for fit, speed, quality, and context in a terminal.

Brass lighthouse on a rocky coast shining an orange beam at dusk as small sailboats turn back toward it

Opus 5.5 is the Claude comeback Reddit was waiting for

Opus 5.5 Reddit threads call it the Claude comeback. It finally talks like a person, limits stretch further, and Fable 5.1 still wins some coding tests.

Harbor warehouse of storage vaults with coin-metered toll gates and one open orange gate sending crates freely to a city

The best object storage for SaaS in 2026

Best object storage for SaaS in 2026, priced on three workloads: R2 bills $2.85 where S3 bills $31.60, B2 is cheaper still, and Hetzner wins EU media.