Post by Salman Ahmed

Check out a new blog post I have co-authored with Sergio Barraza and Ravi Kumar, "Build a serverless image editing agent with Amazon Bedrock AgentCore harness". Blog Post: https://lnkd.in/gdGnHDDD What if you could build a fully functional AI agent without writing a single line of orchestration code? Amazon Bedrock AgentCore harness lets you define an entire AI agent through configuration alone. No orchestration loop. No tool execution handler. No streaming parser. No container image. You declare what the agent does. The harness runs it in a stateful, isolated microVM with built-in memory, tool routing, and observability. To show what this looks like in practice, we built a serverless image editor as an example. Users describe edits in plain English and get results in seconds. The agent handles tool selection, model switching, persona customization, and conversation persistence, all through API parameters. Post-processing like watermarking runs directly on the microVM via shell commands at zero token cost.