AI Agents

CockroachDB AWS Hackathon: Build an AI Agent, Win $5,000

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CockroachDB AWS Hackathon build AI agents with persistent memory

What if your AI agent could remember a mistake from last week, continue an unfinished task today, and use that history to make a better decision tomorrow? That idea could win $5,000 in the CockroachDB AWS Hackathon. With $8,750 in total cash prizes, the challenge focuses on one of the harder problems in agentic AI: … Read more

AI Workflows vs AI Agents: What’s the Difference?

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AI Workflows vs AI Agents: What's the Difference?

A few months ago, I thought AI Workflows vs AI Agents was just another marketing debate. Every new AI tool claimed to be an “agent,” while YouTube creators used the terms interchangeably. After building content pipelines, automations, and a few experimental agents, I realized the difference isn’t technical—it’s about how much decision-making you hand over … Read more