Managed Deep Agents now bake their environment at deploy time

Per-thread environment setup is a real latency and cost tax on hosted coding agents; baking the image once at deploy time removes clone-and-install from every new session.

• postManaged Deep Agents 0.9 adds Slack Reactions API
• postLangSmith Fine-Tuning turns agent traces into fine-tuned models
• postManaged Deep Agents 0.8 adds HTTP channels for webhook-driven agents
• postLangSmith Ships LLM-as-Judge Scoring for Every Production Trace

• postManaged Deep Agents is now in public beta.LangChain
• postLangChain Pitches Deep Agents as a Fix for Context EngineeringLangChain
• postLangChain Ships Managed Deep Agents With Container-Based EvalsLangChain

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