Allie Howe@vtahowe
What an honor to emcee the first day of @aiDotEngineer and introduce the Software Factories Track
Thank you @swyx & team, and @KeycardLabs for the support.
“A year ago @GeoffreyHuntley released the Ralph loop. It captured our attention and sparked our imagination as we watched Ralph loops work autonomously overnight and forge entire products on its own.
However, it wasn't perfect and in the early days it came recommended for greenfield work only and it came with the expectation that it would get you about 90% of the way there.
Since then we've learned quite a lot about loop engineering and in the last year there's been considerable advancements that make now that largest inflection point for software factories.
Model vision has improved allowing them to see and verify work they couldn't before. Agents now have access to far richer tool ecosystems and live data, enabling them to work across real production environments. AI security practices have matured, giving agents the security, autonomy, and capability they need to perform meaningful work. Context windows have gotten larger and agent memory has improved allowing agents in a loop to track what's been done before. Lastly, reasoning models have improved helping the model think through more sophisticated tasks.
All of this comes together now.
Software factories are no longer a vision for the future. They've become a practical reality.
Today's speakers are on the frontier of this shift and helping define this inflection point. They'll help us separate what's real from what's hype, share what actually works, and how to build software factories that produce reliable results, not slop.”