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environments with google-genai2.x fail the validate_google_client version check. Install google-genai>=3.0.0.
Evaluations using the automatically generated Docker sandbox must provide an explicit image if they need the nonroot account, pipx, or Playwright browser dependencies.
Replace calls to web_browser() or its web_browser_tools() alias with web_search() for retrieval, or computer() / sandbox MCP tools for browser interaction; see #5497 for migration options.
Features
a runtime can keep a react() or deepagent() loop going after it answers (#6212) (cea079d)
custom tools inside a sandbox identity scope run as the scope's user (#6316) (572e288)
experimental transcript events for agent communication and agent swarm evidence (#6164) (cba2b16)
inspect ctl sample agent lists a sample's named agents and messages, pauses, resumes or stops them (#6297) (0a56f69)
remove deprecated web browser tools (#6264) (de4b309)
run each agent's sandbox tools as its own user (#6190) (f59945e)
sentinel: replay logs that do not record model-call origins, with turns inferred from the timeline (#6098) (7cf09c9)
use the official Python image for default Docker sandboxes (#6238) (cb7645f)
Bug Fixes
inspect view no longer terminates an unrelated process that reused a crashed server's pid (#6247) (689a92e)
a bridged agent's retries after a limit no longer pay for a compaction each (#6304) (3c75374)
a sample limit reached by overlapping bridged generations ends the sample after an inner limit (#6263) (642ee4b)
aborting one task while a sample fails no longer stops the whole run (#6272) (1ddc34d)
agent-bridge: Gemini tool calls through the chat completions bridge keep their thought signatures (#5892) (00d9882)
an interrupted agent turn no longer breaks the conversation on Bedrock or Google, or leaves its tool calls pending in the log (#6296) (c0f2e42)