Smaller, faster, safer: running Kimi and GLM at scale
Workers AI runs inference for some of the best open models in the world on GPUs in Cloudflare data centers close to your users. Two of the most capable, and most demanding, are Moonshot’s Kimi K-series and Z.ai’s GLM. They are large, long-context, mixture-of-experts models, and they are wonderful to use. They are also very […]
Show HN: Product analytics (and evals) for agent sessions on your MCP
User intent · 14:16 Set up a paid plan for ACME and invoice them ✦ Agent thinking · 14:16 Invoice needs a billing contact — retrying with the owner email. ✓ Agent completed user task successfully 92score
What’s the largest software project AI can complete on its own?
AI has made rapid progress on software engineering benchmarks in the past few years. However, most such benchmarks tend to focus on shorter tasks like fixing bugs or implementing individual features. MirrorCode is our benchmark, co-developed with METR, to test AI models on long-horizon coding tasks. In a MirrorCode task, AI models are tasked with […]
Devtools must be open source
Five years ago, most software engineers I spoke to had no programs they had written for themselves. (I was asking this question a lot as part of trying to understand how Tailscale could fit into engineers’ lives.) All day, every day, engineers use programs written by others to write programs for others. Many of us […]
Andy Pavlo Joins ClickHouse to Establish ClickHouse Labs
I am excited to announce that I am joining ClickHouse to establish and lead a new research team called ClickHouse Labs. I want to share how it came about and what we plan to do. I started as a professor in the Computer Science Department at Carnegie Mellon University in 2013. I have spent my […]
SPF Record Syntax: Mechanisms, Qualifiers, Modifiers, and Macros
22 min read SPF record syntax follows one shape: a single DNS TXT record that starts with v=spf1, followed by space-separated terms — mechanisms with optional qualifiers, then modifiers — evaluated left to right until the first match. Here is a complete record: v=spf1 ip4:192.0.2.0/24 include:_spf.example.com -all That one line authorizes a /24 network and […]
MiniMax H3 Day-0 Support in ComfyUI: Open Weights, Native Audio, and 2K Video
MiniMax H3 dropped today with open weights, and it’s natively supported in ComfyUI as of this morning. Day zero. This is a next-generation open-weights video model. Feed it text, images, video, or audio and it generates video with real stereo sound, up to 2K, up to 15 seconds a clip. It is MiniMax’s third-generation video […]
Wind and solar overtake fossil fuels in Germany for the first time
More of Germany’s electricity came from wind and solar power than from fossil fuels for the first time ever in 2025, according to Carbon Brief’s analysis of Energy Institute Statistical Review of World Energy data. Wind and solar together generated 225 terawatt hours (TWh) of electricity, 44% of the total, against 217 TWh (43%) from […]
The AI bubble is popping; we just don’t know it yet
KETTLE Big tech’s Q2 earnings have been pouring in over the last two weeks, and it looks like stock market investors are taking a pin to the AI bubble. You can listen to the latest episode of The Kettle right here on this page, as well as on Spotify, Apple Music, or YouTube, where you can subscribe to […]
Critical CVE issued for hallucinated SQLite vulnerability
Over the past few days, a newly created GitHub repo (programmervuln/cveadvisory-) published a batch of SQLite vulnerability advisories (as part of other 50+ CVEs which we believe are also LLM slop except from one). NVD quickly flagged these as critical, and CISA’s ADP agreed. But when JFrog security researchers dug in to verify, the claims […]