TypeSafe AI’s new Jev System One tops GPT-5.6 Luna, GPT-5.6 Terra and Claude Sonnet 4.6 in LangChain’s narrow weather-agent evaluation, matching human pass/fail labels on all 500 repeated decisions.
Cua launches an open-source computer-use platform that lets AI agents operate native desktop apps and browsers across macOS, Windows and Linux through its Cua Driver CLI, MCP and typed SDKs.
Google Labs launches CC, an experimental AI household agent that lets up to six U.S. family members share daily briefs, update calendars and tasks from emails, and complete permission slips or shopping lists through verified Google accounts.
Notion launches its Skills API, letting teams turn Notion pages into AI-agent skills that sync to GitHub and can be installed through Vercel’s Skills CLI with commands such as `npx skills add <notion url>`.
Agora launches a Git-based shared-memory system that lets 13 AutoResearch agents improve a frozen 119.6M-parameter model without gradients or training data, producing 1,703 immutable DAG-recorded contributions and a reproducible 145-commit recipe.
Tamara Tran launches fast-jev-compaction for Claude Code, using Jev-scored decisions to preserve user and assistant text verbatim while pruning obsolete tool calls and truncating unneeded results to a default 300-character head.
Browser Use launches Jev Ultrafast as an open-source browser agent that completes a Zürich-to-London Google Flights search in 7.1 seconds, reducing median browser protocol calls from 1,092 to 101 through a dynamic indexed action space.
Anthropic launches Claude Code Projects in public beta, enabling eligible Pro and Max users to run parallel AI coding threads with shared repositories and memory, with up to 200 new threads daily that can open pull requests and fix CI failures.
Perplexity now adds Light, Standard, High, and Ultra effort controls to Computer, automatically selecting models and reasoning depth while higher settings use a coordinating AI to delegate work across agents from different providers.
Salesforce unveils Slackforce at Dreamforce 2026, letting users query and complete nearly all Salesforce tasks inside Slack through Surface-generated interactive interfaces, with two-way Slackbot voice due later this year.