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Choosing a Claude model and effort level in Claude Code
A guide on optimizing Claude Code by selecting the right model and effort levels. This helps developers balance speed and precision based on the complexity of the coding task.
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A guide on optimizing Claude Code by selecting the right model and effort levels. This helps developers balance speed and precision based on the complexity of the coding task.

Anthropic launches Claude Cowork for web and mobile, introducing an agentic workflow where Claude can perform tasks autonomously in the background. Users maintain control by reviewing and approving decisions.
Anthropic provides practical patterns for agentic coding using Claude Fable. The guide focuses on identifying 'unknowns' during the implementation lifecycle to improve agent reliability.
Anthropic has introduced new admin analytics, model-level entitlements, and spend alerts for Claude Enterprise. These tools allow organizations to better track adoption, manage costs, and implement spend guardrails.
Anthropic provides a practical guide on moving from turn-based interactions to goal-based, time-based, and proactive agent loops. This shift is critical for building truly autonomous AI agents.

Anthropic launches a stateless container gateway for Claude Code, enabling corporate SSO, role-based access, and cost attribution for Bedrock and Google Cloud users. This provides a secure, centrally managed way to deploy agentic coding tools within enterprise infrastructure.

Claude models are now generally available in Microsoft Foundry on Azure. This expands enterprise accessibility to Anthropic's latest models through Microsoft's cloud infrastructure.
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Anthropic unveils Claude Tag's agent identity access model, providing a structured way to manage permissions for autonomous AI agents within team workspaces. This is a critical step for scaling AI agents in corporate environments.

Anthropic explores the shift from single-AI interactions to multiplayer human-agent collaboration. The post provides practical examples of how developers can design teams where agents and humans work together toward shared goals.
Claude Desktop—including chat, Claude Cowork, and Claude Code—is now available in beta for deployment via AWS, Google Cloud, and Microsoft Foundry. This allows enterprises to run these advanced agentic tools using their preferred cloud inference providers.

Claude Code now features live, interactive Artifacts that allow developers to preview in-progress work directly from the session context. These artifacts are shareable with teams, bridging the gap between CLI coding and visual feedback.
Anthropic detailed seven primary methods for controlling Claude Code's behavior, including CLAUDE.md files, skills, and subagents. This framework allows developers to manage the authority and context cost of instructions for more predictable agentic behavior.

Anthropic introduces organization-wide provisioning for MCP connectors via identity providers like Okta. This allows admins to centrally manage authorization and automate connector access for all users upon login.
Claude Design now integrates with design systems and Claude Code, enabling direct canvas editing and better brand consistency. It's accessible via the desktop app sidebar or claude.ai/design.

Anthropic introduces Workload Identity Federation (WIF), replacing static API keys with short-lived, scoped credentials. This improves security for enterprise deployments by integrating with OIDC-compliant identity providers.

Anthropic showcases winning projects from the Claude Code hackathon, demonstrating agentic applications in medical training, electronics repair, and factory maintenance. Highlights the practical utility of Claude Code in specialized technical domains.

Anthropic launches Claude Managed Agents, enabling developers to deploy and scale reliable agents in production environments. The update focuses on stabilizing agentic workflows for enterprise use cases.

Claude Managed Agents now support scheduled execution and secure environment variable storage via vaults. This allows for automated background tasks and safer integration with authenticated CLI tools.

Anthropic releases a Swift package connecting Apple's Foundation Models framework to Claude. It enables developers to offload complex reasoning from on-device models to Claude with typed Swift outputs.

New observability tools for MCP server developers to monitor performance, diagnose latency, and submit servers to the directory in-app. The public beta is now live.