Articles for people who
ship the stack
Original rewrites on React, Node.js, TypeScript and AI — practical notes from the same engineering practice behind our operator software. Article bodies are in English.
Tagged: managed-agents
Claude Managed Agents: Pricing, Limits and Self-Hosted Alternatives
What Claude Managed Agents provides, what it costs per session-hour, where lock-in and privacy bite, and when open-source tools like Multica make more sense.
13 min readManaged Agents in the Gemini API: Sandboxes, Skills and Persistent Agents
A hands-on walk through Google's Antigravity Managed Agents: the remote Linux sandbox, egress proxy, multi-turn state, skills, named agents and production patterns.
40 min readManaged Agents Compared: Anthropic, LangGraph and Google ADK
Who runs the sandbox, credentials and traces? A comparison of Anthropic Managed Agents, LangGraph and Google ADK with pricing, failure modes and a quick decision guide.
19 min read
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