An analysis of Codex-based AI agents playing Brood War found their most effective tactic wasn't standard economic play but disruptive harassment, like sending a single worker to attack enemy bases and buildings, which distracted opponents for long stretches. However, these agents were far weaker at sustained production, often delaying technology and dribbling units into defended positions rather than building up forces before attacking.
A hobbyist repurposed an idle LILYGO T5 4.7-inch e-paper module, built around an ESP32 chip, to create a static home dashboard using Claude Code. The device displays local temperature and humidity readings, curated tech news pulled from sources like Hacker News, and astronomical event data such as occultations and eclipses relevant to telescope observation.
NYU professor Tristan Buckmaster, who publicly alleged OpenAI's Codex used his unpublished work to solve the Navier-Stokes problem before he could, says he continues relying on Codex and Anthropic's Claude for his research despite the dispute. OpenAI investigated the claim and stated Buckmaster's prompts could not have influenced its system or training, while Buckmaster maintains the episode shows AI's growing reach into frontier mathematics.
Anthropic's Claude Code tool will now read an AGENTS.md file when a project lacks a CLAUDE.md file. This lets developers who already use the AGENTS.md convention for agent instructions get compatible behavior from Claude Code without creating a duplicate configuration file.
A CodeYam founder shares a personal framework for gathering qualitative user feedback during the pre-product-market-fit stage, drawing on lessons from Rob Fitzpatrick's 'The Mom Test' and the Design Sprint methodology developed at GV. The approach, refined over a decade at startups including Kamcord, focuses on quickly validating or rejecting product hypotheses through structured user conversations rather than lengthy internal design exercises.
Cybersecurity firm Hacktron AI disclosed that its researchers exploited a chained vulnerability—an outdated image-processing library on OpenAI's Discourse forum combined with an SSO misconfiguration—to hijack employee ChatGPT and Codex accounts and reach OpenAI's private code repository. To prove the breach, they submitted a harmless pull request to OpenAI's internal monorepo before reporting the flaws through OpenAI's bug bounty program. OpenAI patched the issue within 14 hours and paid the team a $6,500 bounty.
A GitHub user known as Uzbekunknown built a project called "dlss-nr-on-intel" that reimplements Nvidia's DLSS 5 71-block U-Net neural network to run on Intel's Xe2 architecture via the Vulkan cooperative matrix extension, rather than wrapping the original DLL. The code was largely written by AI assistants Claude and GPT-6 Astra, with the developer directing the process, and testing on Intel's Arc 140V graphics showed the technique working but extremely slow, around 10.5 fps at 360p in Tekken 7.
Natasha Singer's book 'Coding Kids' traces how Code.org and its founder Hadi Partovi convinced schools that coding was essential to economic survival, paving the way for tech companies to influence curricula. In an interview with The 74, Singer argues today's AI push by Microsoft, OpenAI, Anthropic and Google into classrooms mirrors that earlier coding campaign, despite growing public distrust of Big Tech.
Check Point has issued security updates for CVE-2026-91843, a stack-based buffer overflow in the login process of its Security Management Server and Log Server products. The flaw allows unauthenticated attackers to remotely execute code with root privileges in low-complexity attacks requiring no user interaction. Check Point says it isn't aware of active exploitation but has provided detection guidance and interim mitigations for customers who can't immediately apply the fix.
Cognition has released Code Scans, a Devin AI feature that lets engineers state a broad goal—like improving SEO or reducing maintenance overhead—and have the system investigate the codebase, evaluate findings, and generate pull requests automatically. It uses an 'Agentic MapReduce' architecture, the same one behind Devin Security Swarm, splitting large investigations into parallel batches and merging results into a single report before creating PRs. Early testers, including Philips' informatics team, report a 96% PR merge rate and over 700 engineering hours saved during trials.
A new open-source tool called Orbital stores an AI coding project's context—goals, decisions, and in-progress files—locally rather than inside a single agent's session. This lets developers switch between tools like Claude Code, Codex, and Cursor mid-task without re-explaining prior work, and setup takes under five minutes using an existing API key.
Scry is a new search-over-the-web service built for AI agents, exposed through the Model Context Protocol as well as a direct HTTP API. Developers connect tools like Claude Code, Codex, or Cursor to a single MCP endpoint, authenticate via OAuth or an API key, and query a rolling crawl of high-information web pages using a SQL-like interface. The service also introduces congestion-based pricing tied to usage load.
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