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This release includes the OpenAI browser-tool driver and fixes two integration issues. Handle temporary empty Cloud tab URLs during navigation. Keep screenshots, crops, and pointer coordinates aligned on scaled displays. Provide 18 default browser tools and six optional actions through Browser Use Actor. Support local browsers, Browser Use Cloud, and borrowed browser sessions. Install the openai-tools extra with OpenAI Python 3.31+. OpenAI 3.x uses httpx2;
We've launched OpenTelemetry export in beta, so you can trace Messages API requests and Claude Managed Agents sessions in your observability backend. The Claude SDK emits spans in Python, TypeScript, C#, Go, Java, PHP, and Ruby. To get spans from the API, add an OpenTelemetry destination in the Claude Console. Claude Managed Agents scheduled deployments are now available on Claude Platform on AWS .
This release enhances execution performance in long sessions while introducing finer control over tool execution, workflow approvals, and deployment security. Performance: Cut time to first model request by 40% in long sessions. Tools: Intercept and filter tool outputs before returning them to the model using aftertoolcallback. Workflows: Require human confirmation before executing workflow nodes via requireconfirmation.
Ollama now supports decision models through /v1/systemone, based on TypeSafe’s Jev API. Decision models return choices, probabilities, and scores instead of text. Use them for tasks such as ticket triage, model routing, and content classification. Available models:. Nimble from Bespoke Labs. Tev1 from Together AI. ollama pull nimble. Send context and one or more questions:. -H 'Content-Type: application/json' \. "model": "nimble",. "state": "Our checkout has returned 500 errors since 9am.",.
dcdb011: fix(ai): route completed streamed tool input callbacks to repaired tools. 8f72832: fix(ai): preserve video models from legacy fallback providers. fe07867: Fix Google embedMany calls with more than 100 values by keeping per-value multimodal content aligned across automatic batches, including text-only entries. Validate content length before sending requests and validate each batch's provider options after middleware transforms them.
api: add GCP external storage support. api: add GPT-Rosalind research model. api: document exact Chat Completions seed bounds