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On August 20, 2026, Rust malware reached crates.io through one of its most-downloaded small crates. arrayref 0.3.10 added a single dependency, proc-macro1, a look-alike of the real proc-macro2, and that crate's build script downloaded and started a binary while your project compiled. The Rust securi
I use AI to build software. I also don't trust it. That might sound strange considering most of my recent projects involve AI, LLMs, agents, RAG systems, and AI-assisted development. But after building several projects this way, I have learned something simple: Getting AI to generate code is easy. K
Company Overview SuperAGI stands at a unique intersection in the rapidly evolving landscape of Artificial Intelligence. Founded in 2020 by Ishaan Bhola and Mukunda NS, the company has grown from an open-source developer tool into a comprehensive "AI-native CRM" platform that unifies sales, marketi
This is a submission for the Kaggle Benchmarking Challenge. Ask a model to describe waves on a beach in Greek and you may get «το φλάφισμα των κυμάτων». It reads like Greek, it is spelled like Greek, and it does not exist. The real word is θρόισμα (rustle). Gemini 3 Flash wrote φλάφισμα during our c
The Small Engineering Habits That Make Open-Source Projects Easier to Trust Open-source software is often judged by its features. Does it solve the problem? Is it fast? Does the UI look good? Does it have enough functionality? Those questions matter, but there is another question that becomes incr
If you hand work to an AI agent (Cursor, Claude Code, Codex, custom agents), most failures trace back to the brief, not the model. Here are 10 anti-patterns I keep seeing, each with a one-line fix. Copy freely. Smell these in your briefs. Each wastes tokens, time, or trust. “Make it better.” / “Clea
If you build agents that touch other people's websites (lead research, monitoring, support bots), one question keeps coming up: does this site open securely in a browser, or does it throw "Your connection is not private"? Answering it from inside an agent means shelling out to openssl s_client, pars
A new Legal Counsel profile landed at the bottom of the team page yesterday. Heather Johnson was the most consequential reader-facing contact on the page, and the page put her last. The fix shipped thirty-four minutes later as v4.4.1, because team-page ordering is a release decision, not a content d
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