[ Archive ]
All technical deep dives, system architectures, and AI breakdowns, ordered by date.
Self-Hosting & Open SourceHomeBox is a blazingly fast, lightweight home and homelab inventory system written in Go that manages hardware assets, generates QR code labels, and tracks warranties in a single low-memory Docker container.
Self-Hosting & Open SourceSwetrix is a fully open-source, cookieless web analytics and performance tracking suite powered by ClickHouse, offering 100% GDPR compliance without cookie consent banners, alongside JavaScript error tracking and Core Web Vitals monitoring.
Self-Hosting & Open SourceNetAlertX is an open-source, self-hosted network surveillance system that continuously scans local subnets using ARP and Nmap, identifying connected assets, monitoring port changes, and dispatching real-time security alerts.
Self-Hosting & Open SourceAlexandrie is an open-source, offline-first knowledge management workspace and Notion alternative featuring block-based Markdown editing, multi-tenant team collaboration, OIDC/SSO authentication, and native S3 backups.
Self-Hosting & Open SourceMeetily is a self-hosted, open-source meeting assistant that delivers real-time speech transcription via Parakeet/Whisper models and automated summaries through local Ollama instances with zero cloud data transmission.
Self-Hosting & Open SourceBamBuddy gives Bambu Lab 3D printer owners total cloud independence with an open-source, self-hosted web control plane managing print queues, AMS filament tracking, and local RTSP video streaming via MQTT and FTPS.
Self-Hosting & Open SourceShimmy is a standalone, lightweight LLM inference server written in pure Rust that leverages WebGPU compute shaders to run GGUF models across Vulkan, Metal, and DirectX 12 hardware with zero CUDA or Python dependencies.
AI Safety & SecuritySony Music Publishing and Warner Chappell sued Anthropic on August 28, 2026 in the Northern District of California, naming Dario Amodei and Benjamin Mann personally over BitTorrent downloads, seeking up to $150,000 per work in statutory damages — and pushing Claude's training-data accounting to the center of the case.
Self-Hosting & Open SourcevLLM v0.28.0 (August 26, 2026) packs 584 commits from 270 contributors: Decode Context Parallel for Kimi-K3, end-to-end sparse MLA for DeepSeek V4, tiered KV cache offloading to disk, DFlash2 speculative decoding — and breaking changes, with bitsandbytes migrated out of tree.
AI Safety & SecurityAnthropic's August 28 report runs Claude as an autonomous alignment researcher: a search-propose-train-test loop that closed 26% to 96% of the safety gap across 10 alignment-failure categories, outperformed 28 human researchers on bounded comparisons, and cost roughly $4/hour in inference versus about $150 for a human.
Agent Systems & APIsAnthropic has opened a research preview of the Model Hardware Standard (MHS)—a unified driver and protocol layer allowing AI agents to discover, orchestrate, and safely operate physical laboratory instruments and robotic workcells. Here is an architectural deep dive, real lab benchmarks, and developer implications.
Self-Hosting & Open SourceVersion 2.8.8, shipped 29 August 2026, adds in-place PDF text editing with live reflow and font matching, plus two new compression engines. The architecture is the real story: the self-hosted image has no application server and no upload endpoint, which changes what you are trusting — and makes the one component that does make network calls worth reading about.