Why managed agents are the next big thing in agent building
Managed Deep Agents gives developers a managed way to build, run, and deploy Deep Agents with built-in runtime, streaming, sandboxes, evals, memory, and auth. Context & related coverage →
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claude-agent-sdk-python v0.2.137
ConversationResetMessage for conversation reset events : The SDK now surfaces the CLI's conversation_reset frame as a ConversationResetMessage dataclass, let... · Message origin on UserMessage and ResultMessage : New... Context & related coverage →
DeepSeek V4 Pro 0813 (on OpenRouter)
DeepSeek V4 Pro 0813 (on OpenRouter) The latest DeepSeek Pro model is now available, via API only. I had to link to OpenRouter because DeepSeek don't have any obvious announcement page for their new model. I haven't b... Context & related coverage →
Actions Speak Louder than Words: Measuring Cross-Lingual Policy Retention in Tool-Using Agents
When a tool-using agent is given the same task in a different language, does it still take the same steps? Multilingual evaluation rarely asks: it compares final answers and discards the actions. Yet those actions are... Context & related coverage →
How to Monitor AI Agents in Production
Production monitoring for LLM agents requires new observability tools. Learn how to trace, evaluate, and improve AI agents at scale. Context & related coverage →
DeepSeek Targets Agentic Coding Market With New Team - PYMNTS.com
DeepSeek Targets Agentic Coding Market With New Team PYMNTS.com Context & related coverage →
MCP Goes Stateless, and Developers Ask Whether That Just Makes It an API Again
The MCP 2026-07-28 specification removes the initialize handshake and session header, and adds required method and tool-name headers so gateways can route agent traffic without parsing JSON. Reaction split between dev... Context & related coverage →
claude-code v2.1.229
Documented claude remote-control --continue for resuming the most recent Remote Control session · Added server-supplied Claude Code hook support for self-hosted runner sessions, matching managed-environment behavior ·... Context & related coverage →
Introducing Muse Glimmer
Introducing Muse Glimmer Meta are back in the open weights game! Muse Glimmer is a brand new 30B model under a clean Apache 2.0 license (a step up from the janky Llama licenses of old). They claim to have optimized it... Context & related coverage →
Introducing OlmoEarth embeddings: Custom embedding exports from OlmoEarth Studio for downstream analysis
Why Does CLAUDE.md Keep Growing? Catastrophic Remembering in Agentic Coding
Agentic coding READMEs like CLAUDE.md grow without bound in real repositories, stopping only when the repository retires or someone rewrites the file wholesale. We trace this to imperfect recall: appending an instruct... Context & related coverage →
v0.27.2rc0: [Spec Decode] DSpark confidence-scheduled verification (#47808)
Signed-off-by: Lucas Wilkinson lwilkins@redhat.com Signed-off-by: Lucas Wilkinson LucasWilkinson@users.noreply.github.com Signed-off-by: Benjamin Chislett chislett.ben@gmail.com Signed-off-by: Lucas Wilkinson wilkinso... Context & related coverage →