A sample of 1.2 million Claude Cowork sessions reveals business operations tasks dominate usage at 33.4%, nearly four times the 8.7% share held by software development, with roughly half of all usage falling into cross-role, supportive tasks rather than core job functions.
DoorDash launches DashBench, a rigorous AI code review benchmark that replays historical pull requests to surface real developer findings, revealing that multi-stage architectures dramatically outperform single-pass models and that trustworthy AI evaluation demands triangulating multiple imperfect signals rather than relying on any one metric.
A new multi-agent framework called T3MP3ST is transforming AI coding tools like Claude Code and Codex into autonomous hacking systems capable of running full cyberattack chains, achieving a record-breaking 90.1% score on a leading industry benchmark with fully reproducible results.
A GitHub repository by David Ondrej, featuring reusable AI agent skills for coding, research, and workflow automation, is rapidly gaining popularity with 1.6K stars and 221 forks, offering organized skill sets spanning agent orchestration, web research, and machine operations.
Uber burns through its entire 2026 AI coding budget in just four months, with COO Andrew Macdonald openly questioning whether the skyrocketing spending is actually delivering value, admitting a clear link between AI tool usage and meaningful consumer features has yet to be established.
AI agents are rapidly hitting production environments, with over half of developers reporting adoption, as Slack emerges as the central coordination hub for multi-agent systems by unifying conversational history, workflow activity, and permissions into a single architecture that reduces risk and overhead for both workers and developers.
Alibaba bans employees from using Anthropic's Claude Code starting July 10, labeling it high-risk, as Anthropic simultaneously tightens restrictions blocking Chinese companies from accessing its AI models and closes loopholes that enabled unauthorized use.
A developer reveals how to run cutting-edge AI locally using two budget tiers — a $2K dual RTX 3090 setup or a $40K four-GPU Blackwell system rivaling Claude Opus — with detailed hardware configs, PCIe optimization tricks, and power management tips to make local LLMs a viable reality.
A new open-source app called 'riddle' transforms the reMarkable Paper Pro tablet into a real-life version of Tom Riddle's enchanted diary from Harry Potter, using AI to read handwritten notes and respond with synthesized handwriting directly on the e-ink display in real time.
Anthropic's Agent Skills standard is taking the AI world by storm, amassing 22,500 GitHub stars as its open, portable format for packaging specialized AI capabilities gains rapid adoption across a growing ecosystem of tools and agentic clients.