Claude Managed Agents — Can It Replace Your Existing Agent System?#

2026-04-12

Introduction#

On April 8, 2026, Anthropic launched Claude Managed Agents in public beta. It is a hosted agent execution environment that handles agent loops, sandboxing, and tool execution infrastructure — you declare the agent, and Anthropic handles the orchestration.

I currently operate two agent systems. One is a local agent environment built on Claude Code + harness (hereafter “local agents”), where operators interact with AI in real time to handle daily tasks. The other is a multi-agent system built on Strands + AWS Bedrock AgentCore (hereafter “system agents”), which autonomously runs monitoring, diagnosis, and reporting without human intervention.

How to Add Coding Runtimes to an AI Agent Web Service#

2026-04-19

When you start designing or building an AI agent web service, one question shows up surprisingly early:

“If these agents are supposed to do real work, where does their coding ability actually come from?”

At first, it is tempting to think the answer is straightforward. Call a strong model API, add file editing, let it run shell commands, execute tests, and package the results. But once you look more closely, the problem expands fast.

An Agent That Keeps Working After the Laptop Closes: Remote Development with Lightsail, Hermes, and Discord#

2026-06-01

The Problem Started When I Closed the Laptop#

For a while, I used Hermes Agent installed directly on my local laptop. The experience was fast and intuitive: open a repository, edit files, run tests, and keep the agent close to the development environment.