“Thariq said Claude Managed Agents strikes the right balance by making its sandbox optional and independent of the rest of the agent loop.”

#12 𝕏 Thariq said Claude Managed Agents strikes the right balance by making its sandbox optional and independent of the rest of the agent loop. They recently ported an old bash tool-calling project to it, and it worked well.

“Claude launched public beta for scheduled deployments and vault-based environment variables in Claude Managed Agents, and brought dynamic workflows in Claude Code to general availability—enabling agents to run on schedules, use tools securely, and tackle more complex tasks.”

GenAI PM Daily June 11, 2026 GenAI PM Daily 🎧 Listen to this brief 3 min listen Today's top 25 insights for PM Builders, ranked by relevance from X, Blogs, and YouTube. Google DeepMind launches Diffusion-GEMMA for 8× faster inference #1 𝕏 Google DeepMind launched Diffusion-GEMMA, a diffusion-based text-generation model that parallelizes token sampling to cut inference latency by up to 8× while matching autoregressive quality. They’ve open-sourced the code and benchmarks for developers. #2 𝕏 Claude launched public beta for scheduled deployments and vault-based environment variables in Claude Managed Agents, and brought dynamic workflows in Claude Code to general availability—enabling agents to run on schedules, use tools securely, and tackle more complex tasks. #3 📝 OpenAI News Access OpenAI models and Codex through your Oracle cloud commitment - Announces that OpenAI models and Codex are available through Oracle Cloud commitments, enabling customers to access OpenAI's offerings via Oracle's cloud infrastructure. The announcement describes a partnership to broaden access options for enterprise users. #4 📝 Anthropic News Policy on the AI Exponential - Anthropic proposes two policies—a detailed Advanced AI Framework and an Economic Policy Framework—to govern rapidly advancing AI, with the Advanced AI Framework giving governments the legal authority to block or deter dangerous deployments, requiring frontier developers to test models, publish safety frameworks and regular risk reports, engage independent evaluators, secure model weights and training infrastructure, and face civil penalties tied to global annual revenue that escalate with repeated violations. The rules would apply to models trained with more than 10^25 FLOPs or developed by companies with >$500M in AI revenue or >$1B in AI R&D spend, cite examples like Claude Mythos Preview finding thousands of high‑severity vulnerabilities across major OSes and browsers, identify four catastrophic risks (biological, cyber, loss of control, automated R&D), and recommend resilience measures such as gene synthesis screening, biosurveillance, PPE stockpiles, hardening critical software, and a government function to track frontier cyber capabilities. Also covered by: @Anthropic #5 📝 Claude Code Blog The evolution of agentic surfaces: building with Claude Managed Agents - Examines how to design and build agent-driven interfaces using Claude Managed Agents, covering patterns for agentic surfaces, platform integrations, and developer workflows to deploy agentic experiences.

“New in Claude Managed Agents: run agents on a schedule and store environment variables in vaults - Claude Managed Agents now support scheduled runs and secure storage of environment variables in vaults, making production orchestration and secret management easier.”

This product announcement is explicitly about making agent-based workflows easier to run in production, with scheduling and secret management as the key improvements.

“Claude launched self-hosted sandboxes (public beta) and MCP tunnels (research preview) in Claude Managed Agents, enabling teams to run agents inside their own security perimeter with controls applied by default.”

#5 𝕏 Claude launched self-hosted sandboxes (public beta) and MCP tunnels (research preview) in Claude Managed Agents, enabling teams to run agents inside their own security perimeter with controls applied by default.

“Announcement introducing self-hosted sandboxes and MCP tunnels for Claude Managed Agents to enable more secure, private, and flexible deployments and connectivity.”

#5 📝 Claude Code Blog New in Claude Managed Agents: self-hosted sandboxes and MCP tunnels - Announcement introducing self-hosted sandboxes and MCP tunnels for Claude Managed Agents to enable more secure, private, and flexible deployments and connectivity. These updates aim to help teams run agent workloads in their own environments while maintaining management and orchestration via Claude.

“Claude launched Claude Managed Agents, an Anthropic-operated service for building and deploying agents at scale with features like advisor strategy, code execution, web search, and all new capabilities shipping the same day they hit the native Claude API.”

#5 📝 Claude Code Blog Introducing the Claude Platform on AWS - Announces the availability of the Claude Platform on AWS, enabling customers to deploy Claude Platform capabilities on Amazon Web Services for agents and enterprise use cases. #6 𝕏 Claude launched Claude Managed Agents, an Anthropic-operated service for building and deploying agents at scale with features like advisor strategy, code execution, web search, and all new capabilities shipping the same day they hit the native Claude API. #7 📝 Claude Code Blog Agent view in Claude Code - Introduces the new Agent view in Claude Code, a product announcement aimed at improving coding workflows and productivity by surfacing agent-specific context and controls within Claude Code.

“New in Claude Managed Agents: dreaming, outcomes, and multiagent orchestration - Announces new features for Claude Managed Agents focused on dreaming, outcomes, and multi-agent orchestration to help teams build, coordinate, and get agents to production faster.”

#2 📝 Claude Code Blog New in Claude Managed Agents: dreaming, outcomes, and multiagent orchestration - Announces new features for Claude Managed Agents focused on dreaming, outcomes, and multi-agent orchestration to help teams build, coordinate, and get agents to production faster. The update is positioned as a product announcement within the Claude Platform and Agents categories. #3 𝕏 NVIDIA AI unveiled TokenSpeed, an inference engine for speed-of-light agentic workloads featuring advanced KV cache management, a safe and efficient scheduler, and a pluggable layered kernel system for multi-silicon support.

“Claude launched a public beta of Memory on Claude Managed Agents, enabling agents to learn from every session with an intelligence-optimized memory layer that balances performance and flexibility.”

#4 𝕏 Claude launched a public beta of Memory on Claude Managed Agents, enabling agents to learn from every session with an intelligence-optimized memory layer that balances performance and flexibility. Also covered by: @Claude Code Blog #5 📝 Claude Code Blog New connectors in Claude for everyday life - Claude is adding new connectors that integrate common everyday apps and services to make Claude more useful for personal productivity and routine tasks.