TeamPCP Partners With Ransomware Group Vect to Target Open Source Supply Chains
The ongoing attacks targeting Trivy, LiteLLM, and other open source security tools are entering a new phase, with claims that TeamPCP has partnered with the Vect ransomware group to leverage supply chain compromises for ransomware operations. Posts attributed to Vect on BreachForums announced a partnership with TeamPCP, the actors behind recent cross-ecosystem supply chain attacks involving GitHub Actions, OpenVSX extensions, Docker images, and npm and PyPI packages: Vect Ransomware Group is…
Quantization from the ground up
Quantization from the ground up Sam Rose continues his streak of publishing spectacularly informative interactive essays, this time explaining how quantization of Large Language Models works (which he says might be "the best post I've ever made".) Also included is the best visual explanation I've ever seen of how floating point numbers are represented using binary digits. I hadn't heard about outlier values in quantization - rare float values that exist outside of the normal tiny-value…
datasette-llm 0.1a2
Release: datasette-llm 0.1a2 actor is now available to the llm_prompt_context plugin hook. #2 Tags: llm, datasette
AI #161 Part 1: 80,000 Interviews
The major technical advances this week were in agentic coding, as covered yesterday.
Speed up your Livewire tests
Michael Dyrynda found that switching from fill() to set() in Livewire tests reduced his test suite from 22 seconds to 4 seconds. The difference: fill triggers a Livewire round-trip per field, while set batches them into one. Read more
datasette-files-s3 0.1a1
Release: datasette-files-s3 0.1a1 A backend for datasette-files that adds the ability to store and retrieve files using an S3 bucket. This release added a mechanism for fetching S3 configuration periodically from a URL, which means we can use time limited IAM credentials that are restricted to a prefix within a bucket. Tags: s3, datasette
Thoughts on slowing the fuck down
Thoughts on slowing the fuck down Mario Zechner created the Pi agent framework used by OpenClaw, giving considerable credibility to his opinions on current trends in agentic engineering. He's not impressed: We have basically given up all discipline and agency for a sort of addiction, where your highest goal is to produce the largest amount of code in the shortest amount of time. Consequences be damned. Agents and humans both make mistakes, but agent mistakes accumulate much faster: A human is a…
datasette-llm 0.1a1
Release: datasette-llm 0.1a1 New release of the base plugin that makes models from LLM available for use by other Datasette plugins such as datasette-enrichments-llm. New register_llm_purposes() plugin hook and get_purposes() function for retrieving registered purpose strings. #1 One of the responsibilities of this plugin is to configure which models are used for which purposes, so you can say in one place "data enrichment uses GPT-5.4-nano but SQL query assistance happens using Sonnet 4.6",…
Introducing the Symfony Tui Component
Introducing the Symfony Tui Component I'm thrilled to announce a brand new Symfony component: Tui, a PHP library for building rich, interactive terminal user interfaces. For 15 years, the Console component has been one of the most used Symfony components,…
Widespread GitHub Campaign Uses Fake VS Code Security Alerts to Deliver Malware
A large-scale phishing campaign is targeting developers directly inside GitHub, using fake Visual Studio Code security alerts posted through Discussions to trick users into installing malicious software. Here's one example, saved to the Internet Archive, as we assume these will quickly be taken down: Early searches show thousands of nearly identical posts across repositories, indicating this is not an isolated incident but a coordinated spam campaign. Because GitHub Discussions trigger email…
A Disaster-free Way to Run OpenClaw on Your Real Data/Apps!
...explained with code (100% local).
LiteLLM Hack: Were You One of the 47,000?
LiteLLM Hack: Were You One of the 47,000? Daniel Hnyk used the BigQuery PyPI dataset to determine how many downloads there were of the exploited LiteLLM packages during the 46 minute period they were live on PyPI. The answer was 46,996 across the two compromised release versions (1.82.7 and 1.82.8). They also identified 2,337 packages that depended on LiteLLM - 88% of which did not pin versions in a way that would have avoided the exploited version. Via @hnykda Tags: packaging, pypi, python,…
Claude Code, Cowork and Codex #6: Claude Code Auto Mode and Full Cowork Computer Use
Whatever else you think about Anthropic’s agentic coding department, they ship.
War and AI, the death of Sora, and 3 ways you can catch me live today
With apologies for the short notice, a few quick announcements:
Claude Code, Cowork and Codex #6: Claude Code Auto Mode and Full Cowork Computer Use
CPU vs GPU vs TPU vs NPU vs LPU
TeamPCP Partners With Ransomware Group Vect to Target Open Source Supply Chains
Quantization from the ground up
datasette-llm 0.1a2
AI #161 Part 1: 80,000 Interviews
Speed up your Livewire tests
datasette-files-s3 0.1a1
Thoughts on slowing the fuck down
datasette-llm 0.1a1
Introducing the Symfony Tui Component
Widespread GitHub Campaign Uses Fake VS Code Security Alerts to Deliver Malware
A Disaster-free Way to Run OpenClaw on Your Real Data/Apps!
LiteLLM Hack: Were You One of the 47,000?
Claude Code, Cowork and Codex #6: Claude Code Auto Mode and Full Cowork Computer Use
War and AI, the death of Sora, and 3 ways you can catch me live today
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