AI Engineering
AgentCore Harness: Governing 500 Agents at Scale
AgentCore Harness just went GA. Here's what it solves, what it doesn't, and when you should adopt it instead of building your own agent runtime governance layer.
AI Engineering
Agentic Data Governance — Building a Multi-Platform Access Broker with Bedrock Agents
Your data lives in AWS, Databricks, and Microsoft Fabric. Your business glossary is in Collibra. Users just want to find data and get access. Here is an agentic architecture that makes governance the default instead of the blocker.
AI Engineering
From RPA Bots to AI Agents — A 5-Criterion Scoring Framework for Enterprise Migration
Your RPA estate has 50 bots. Some should become AI agents, some should stay as bots, some need a hybrid pattern. Here is a repeatable, weighted scoring rubric — and the 5 migration patterns it maps to.
AI
Inside AWS Security Agent: How Multi-Agent Systems Automate Penetration Testing
A deep dive into the multi-agent architecture behind AWS Security Agent's automated penetration testing — from specialized agent swarms to assertion-based validation.
AI
The RISEN Framework: Writing System Prompts That Actually Work for AI Agents
A 5-component framework for writing effective system prompts for any AI agent — Bedrock Agents, Claude Code, LangChain, Strands, or custom builds. With a practical Claude Code implementation.