Tiny-vLLM: LLM Inference in C++ and CUDA
Tiny-vLLM rebuilds vLLM's core inference algorithms in pure C++ and CUDA — no Python required. Here is what self-hosters and inference engineers can learn from reading 3,000 lines of clean, annotated code.
Open Source
10 articles tagged #open-source
Articles tagged Open Source
GitHub banned a researcher. They were not wrong to.
GitHub banned Nightmare-Eclipse for publishing six unpatched Windows zero-days without coordination. The security community is angry. I think GitHub made the right call — and the debate we should be having is different from the one we are having.
23,000 vulnerabilities: what Project Lightwell means for you
IBM and Red Hat launched Project Lightwell backed by $5B and Anthropic's Mythos AI model, which flagged 23,000 potential vulnerabilities across 1,000+ open source projects. Here's what the numbers actually mean and what to do before the disclosures land.
Needle: 26M model handles function calls, runs on CPU
Needle is a 26M parameter model built for function calling. Beats 270M+ rivals on benchmarks, runs on CPU without a GPU. Route tool dispatch locally and skip the API call.
Why I moved my code hosting off GitHub
Forgejo is a self-hosted Git forge with a GitHub-compatible API. Here is what the migration actually involves and why self-hosted git is a real choice again.
CloakBrowser patches Chromium fingerprinting in C++
CloakBrowser patches 49–57 Chromium fingerprinting vectors at the C++ level, not via JS. Bot detectors that assume JS-layer stealth are looking in the wrong place.
Debian 14 blocks packages that fail reproducible builds
Debian 14 is the first distro to hard-gate on reproducible builds. 414 packages are currently blocked from testing. What this means for maintainers and downstream users.
seo-mcp: GSC and Bing data for your AI assistant
A small MCP server connecting an AI assistant to live Google Search Console and Bing Webmaster Tools data. Why I built it instead of using what existed.
OpenClaw: the gateway works, the plugins are a risk
OpenClaw connects your AI model to 50+ messaging channels. The core gateway works. The plugin ecosystem has a 20% malicious skill rate and two active CVEs.
@holmdigital/engine: WCAG failures mapped to law
Axe flags which WCAG criterion failed. @holmdigital/engine maps that to the law you broke, the enforcing authority, and 17 countries in scope including the EAA.