How Claude Code works in large codebases
Claude Code is running in production across multi-million-line monorepos, decades-old legacy systems, distributed architectures spanning dozens of repositories, and at organizations with thousands of developers. These environments present challenges that smaller, simpler codebases don’t, whether that’s build commands that differ across every subdirectory or legacy code spread across folders with no shared root. This article […]
Mullvad exit IPs are surprisingly identifying
Mullvad is one of the few VPN providers that offers multiple exit IPs for its servers. If two people connect to the same server, they will usually end up with different public IPs. With only 578 servers (compared to Proton VPN’s 20,000), this kind of vertical scaling makes sense to avoid cramming too many users […]
Access to frontier AI will soon be limited by economic and security constraints
There’s a common mantra in the outskirts of AI policy thought: driven by market pressures and overheated capital markets, AI tokens will soon be abundant—and the future belongs to those who can use them best. The further you get away from San Francisco, the louder this mantra grows. It reaches a fever pitch in the […]
UFerris a Versatile Learner Board for Rust Embedded Beginners
Open Source & Documentation uFerris is open source, top to bottom. The hardware design, the firmware, and the supporting Rust crates are all public. You can study them, learn from them, fork them, or contribute back. uFerris is certified by the Open Source Hardware Association — UID JO000001. The first OSHWA-certified project from Jordan. Certification […]
Elevated error rates on Opus 4.7
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Have a Coherent AI Policy
2026-05-14 My very first job out of college was at a law firm with hundreds of paralegals. They were running an in-house workflow system to manage foreclosure and bankruptcy cases. I lucked into a boom industry when the housing bubble burst. At the peak, we were doing over 100K of each a year. The work […]
More than half of U.S. faces worst drought in decades
More than 60 percent of the United States is experiencing drought conditions, with more than 20 percent in an extreme drought. Andrew Ellis, a climatologist at Virginia Tech said the current conditions are among the worst in decades because the combination of intensity and aerial coverage is rare. He explained why, who is most impacted, […]
A few words on DS4
I didn’t expect DwarfStar 4 (https://github.com/antirez/ds4) to become so popular so fast. It is clear that there was a need for single-model integration focused local AI experience, and that a few things happened together: the release of a quasi-frontier model that is large and fast enough to change the game of local inference, and the […]
Claude for Legal
Reference agents, skills, and data connectors for the legal workflows we see most — in-house commercial, privacy, product, corporate, employment, litigation, regulatory, AI governance, IP, and the learning side of the practice (law school clinics and students). New here? Start with QUICKSTART.md — install in 60 seconds. This README is the full reference. Everything here […]
Tesla Wall Connector bootloader bypasses the firmware downgrade ratchet
A quick recap of the update procedure We described the full update flow over Single-Wire CAN in the first article. In short: Open a UDS session (type 2). Authenticate with Security Access (level 5, XOR-0x35 algorithm). Run routine 0xFF00 to prepare and erase the passive slot. Write 0x0E to identifier 0x102 to mark the slot […]