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2 posts tagged with "agents"

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Ways of Working at the Speed of Thought

· 9 min read
Scott Havird
Engineer at Georgia-Pacific · ex-WarnerMedia Innovation Lab (ContentAI) · decade shipping AI-powered platforms

Ways of Working at the Speed of Thought

Product talked to a BA. The BA talked to a scrum master. The scrum master scheduled a refinement. Engineers showed up, debated the shape of the feature, poked at the data model, estimated it, and dropped it into the backlog. Eventually — maybe next sprint, maybe next quarter, maybe never — somebody wrote the code.

That was the shape of enterprise software for two decades. We built elaborate coordination machinery around a single hard fact: writing the code was the slow, expensive, error-prone step. Everything else existed to protect that scarce resource.

That fact is no longer true. And most enterprises are still running the coordination machinery for a world that doesn't exist anymore.

TL;DR

The idea-to-code distance has collapsed. Enterprises that keep the old orchestration machinery wrapped around AI-assisted engineers are paying relay-race taxes on a sprint. Invest in platform architecture (what's good for engineers is a force multiplier for agents), analyze your own prompt patterns before you build skills, dismantle ceremonies designed to coordinate humans, and give the restless builders a direct line to the business.

AI Agents and the Future of Development: Lessons from a Hackathon

· 7 min read
Scott Havird
Engineer at Georgia-Pacific · ex-WarnerMedia Innovation Lab (ContentAI) · decade shipping AI-powered platforms

AI Agents and the Future of Development: Lessons from a Hackathon

What happens when you give a small team of developers one week, a pile of AI tools, and the audacity to think we could build something meaningful? This is our story from the KOLO AI Hackathon – a journey into what agent-led development might actually look like.

TL;DR

Seven days, one small team, a pile of AI tools, and a genuine attempt to build something real at the KOLO AI Hackathon. What we learned about agent-led development, where it breaks, and why the future of shipping is closer than most teams think.