Engineering notes
Articles for people who
ship the stack
Rewrites on React, Node.js, TypeScript and AI. A translated body is shown when it exists. If it does not, you see the English text and a note that says so.
Tagged: agentops
Multi-Agent Orchestration on Bedrock and LangGraph: Four Patterns
Supervisor-worker, pipeline, fan-out and debate patterns with LangGraph on AWS Bedrock, plus handoffs, budget guards, tracing and production failure modes.
22 min readAutoGen and CrewAI Compared: Building Agent Teams, Counting Their Cost
AutoGen vs CrewAI for building agent teams: proxy loops, critics and group chat against tasks and crews, with AgentOps to see what every run actually costs.
15 min readFrom Models to Agents: Reworking the Three Lines of Defense
How MLOps governance maps onto agent systems: what each of the three lines must add, where the gaps sit, and what EU, FDA and finance regulators signal.
8 min read
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About these articles
Yes. Each piece is an original English rewrite prepared for this site. Structure and code examples follow the source material; prose is rewritten and checked for overlap before export.
English is the source. Another language is shown only when that translation body exists. A missing or empty translation stays in English, including on a localized URL.
New drafts land in the publish queue as they pass editorial checks. Running the site import picks up only new or changed slugs — nothing is duplicated.
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