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Engineering Blueprint
Safety checkedDeploy Agents with Managed Agents API
Tutorial series for Anthropic's hosted agent runtime, enabling stateful, tool-using agents with persistent sessions and external integrations.
What problem does this solve?
Teaches the Managed Agents API, a hosted runtime that manages agent sessions, file persistence, tool state, and conversation history across turns. This removes the need to build your own agent infrastructure for production deployments.
How does it work?
- Define an agent prompt and configure an environment with tools. 2. Create a session and mount files or resources. 3. Stream agent events (tool use, messages, completion). 4. Handle human-in-the-loop gates, outcomes, and team coordination. Output: a deployed agent handling real-world workflows (testing, incident response, approvals) with built-in session management.
Included Skills
No skills in this group
What's required to run this?
Managed Agents is a hosted API service. Notebooks include GITHUB_TOKEN requirements for PR workflows. Sessions support webhooks for human-in-the-loop patterns.
Key Features
Data analyst agent
Turn CSV files into narrative HTML reports with pandas, plotly, and generated artifacts
Slack integration
Run agents via Slack commands with persistent sessions and in-thread replies
SRE incident responder
Auto-respond to pager alerts, investigate issues, open PRs, and pause for human review
Orchestrator and specialists
Coordinate heterogeneous teams with scoped tools (researchers, librarians, pricing agents)
Memory stores
Persist user preferences and session context across multiple agent runs
About This Blueprint
- Industry
- Technology
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