Liquid AI pits Claude Opus 4.5 against GPT-5.2 in a real-world coding challenge to build a production-grade tokenizer trainer, and while both AI agents quickly produce basic working versions, only Claude Opus 4.5 ultimately succeeds at full scale after multiple iterations, exposing critical lessons about how engineers should write AI …
Warp launches Warp Factories, an AI software factory platform already automating 30-35% of weekly development tasks, integrating with tools like Jira, Slack, and Claude Code to help smaller companies streamline software development without replacing engineers.
Palona AI secures $20 million in Series A funding to scale its vision AI platform that automates real-time operations for restaurants, hotels, and malls, with early results showing a 20% revenue boost at a restaurant chain deployment.
Google's Mandiant team unleashes a powerful multi-agent AI pipeline called AVDH that discovered over 100 critical security vulnerabilities in just two days, analyzing tens of millions of lines of code in 10 months and resulting in 12 assigned CVEs across widely used software.
Block open sources Berd, a desktop app that unifies fragmented AI agent workflows across tools and models, featuring animated 'Gloopies' characters to make agent configurations more approachable, while its design principles now influence Buzz, Block's new collaborative human-agent workspace.
NVIDIA Nemotron 3.5 Lightning is now live on Amazon SageMaker JumpStart, delivering up to 4x faster throughput and 30% quicker task completion for AI agents using a hybrid 30B-parameter model that runs efficiently on a single GPU with a 1M-token context window.
Open-source AI tool dot-skill has surpassed 23,000 GitHub stars as it enables users to transform real colleagues, family members, celebrities, and even fictional characters into interactive AI Skills using chat logs, documents, and interviews across multiple agent platforms.
Warp launches Agent Memory, a persistent cross-machine system enabling AI agents like Claude Code and Codex to retain and share knowledge, decisions, and workflows across entire teams without consuming tokens or adding latency.
AI coding agents like Claude Code and GitHub Copilot are autonomously acting across enterprise systems, and nearly half of organizations have already experienced security incidents involving them—yet only 15% feel confident they can detect or respond, exposing a critical gap between what actions are permitted and what is actually appropriate.
A new GitHub workshop, 'Agents That Own Their Inference,' teaches engineers to build production AI agents on dedicated GPUs using vLLM, covering nine modules on inference optimization and Kubernetes deployment with full open-source control and no vendor lock-in, available for roughly $0.52 per hour on Akamai Cloud.