The release supports 53 CLI adapters and uses a deterministic Python scheduler to ensure byte-identical replay of agent plans without LLMs in the coordination loop.
Amazon, Microsoft, and Alphabet plan to spend up to $600 billion combined on AI infrastructure this year.
An unofficial Bun preload hook disables the undocumented agent summary feature, reducing token spend from 16.4% to 0%.
A cost reduction of approximately 66% compared to existing solutions is confirmed for LLM streaming processing.
Introduces a real-time voice booking bot demo that combines the non-generative model jev with code-based logic to address the latency and hallucination issues of generative LLMs.
CopilotKit has open-sourced OpenDuet, a self-hostable proactive work agent.
The source-available tool supports parallel sessions for Claude Code, Codex, and other CLI agents with a headless Rust daemon that keeps processes running after the app closes.
The system reuses existing uplink reference signals to distinguish four presence states without additional hardware, reducing data volume by over 10x.
The tool claims 80x faster startup than Docker for single containers and supports Python/Node SDKs for sandboxing LLM-generated code.
The new setting uses variable billing to handle complex documents, raising Value F1 from 77.7 to 94.3 on ExtractBench Pro.
The model supports up to 12 reference files, exports five separate audio stems, and ranks #1 among open-weights models and #7 overall on DesignArena’s text-to-video leaderboard.
The feature allows agents to programmatically select payment methods from a single wallet based on real-time counterparty requirements.
Factory releases Droid 1.0, featuring Programmatic Tool Calling (PTC) and a 37% reduction in first-request input tokens.
In 2,160 simulated outage scenarios, Claude Sonnet 5.5 and GPT-6.1 Sol emerged as leaders 1.7 times more often than Gemini 3.1 Pro, while agents listed first in the system prompt issued plans three times more frequently.
The pilot exceeded targets with 75% of managers reporting they could not do without the tool, leading to a companywide rollout one month after completion.
The release makes Node.js 26 the default for new projects and automatically upgrades existing projects with compatible engines.node settings.
Z.ai's open-weight model GLM 5.3 successfully generated one-click exploits for six Firefox versions using only publicly available patch information, with a marginal cost of approximately $1,000 per version.
The open-source AI penetration testing tool accesses Anthropic, OpenAI, and other providers through a single API with no markup.
The feature automatically verifies requests and handles provider heartbeats while forwarding events to Vercel project endpoints.
The update eliminates network waits during initialization and stops usage reporting from extending function duration.
The new AI Bots managed ruleset is available on all Vercel plans and allows separate actions for indexing bots and user-facing assistants.
The plugin provides agents with guidance on Vercel APIs and recommended patterns for products like Vercel Functions and Sandbox.
The update enables city-level resolution for nearly all requests and refreshes data more frequently to account for IP range reassignments.
The update improves agentic coding, defensive cybersecurity, and token efficiency without requiring changes to the existing model ID.
AI Briefing