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3 posts tagged #python.

Part 2: The MCP Server — Turning ADRs and Incidents into a Queryable Org-Knowledge Surface

May 1, 2026

The agent doesn't read your wiki. It calls four tools that pull frontmatter-filtered chunks out of a Bedrock Knowledge Base. Here's the contract, the code, and the small decisions that make the difference between an agent that reads your docs and one that knows your org.

Part 4: Running Your AgentCore Agent Locally with Docker (The Right Way)

Apr 14, 2025

How to build and run your AgentCore container locally with real AWS credentials, the correct linux/amd64 platform flag, the .env.local pattern, and how to test with curl.

Part 3: Building the AI Agent with Strands Agents SDK, Prompt Caching, and AgentCore Memory

Apr 10, 2025

How to build the Python agent that runs inside AgentCore: Strands SDK setup, prompt caching that cuts costs by 90%, dual-model strategy, tool definitions, and AgentCore Memory integration.