LangChain Deep Agents 0.10 ships browser use and background subagents
Browsers that log in for you, Cloudflare skills that hot-reload, Deepgram's Pipecat buy, and a 0.6B open voice clone — the agent stack moved this week.
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Your agent can log into sites now
Managed Deep Agents v0.10 (public beta) gives agents a sandboxed browser to act on sites with no API, plus a browser_handoff tool that passes you the window for sign-in or 2FA while keeping your password out of the model's traces (handoff links expire in 15 min). Set "async": True on a subagent to run it in the background while the orchestrator keeps talking — and note connectors.mcp() is gone, so MCP servers now live in tools/mcp.ts or tools/mcp.py.
Cloudflare skills reload without a redeploy
Cloudflare's Agents SDK v0.32.0 loads Agent Skills straight from your agent's Workspace files (or R2), so editing a skill takes effect on the next turn with no rebuild or deploy. The catch for existing apps: the older skill-compilation and registry interfaces were removed, so you'll need to migrate.
Deepgram buys Daily; Pipecat stays open
Deepgram is acquiring Daily, the team behind Pipecat, the open-source voice-agent framework. Pipecat keeps its BSD license and gets an independent foundation, and Deepgram is floating a Real-Time Context Standard for passing audio context between components — so your OSS voice stack stays free while the infrastructure consolidates under one vendor.
A 0.6B voice clone that runs on your laptop
Edge0's Audio8-TTS-Realistic is a 0.6B, Apache-2.0 zero-shot voice-cloning TTS covering 23 languages, posting ~4.86% average error on the CV3 benchmark — ahead of the 1.7B Qwen3-TTS at roughly a third the size. It's small enough to run on-device, so you can add custom voices without a cloud API.