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3 quotes from 2 episodes on The Changelog, each with a timestamped link to the source.
Adam Stacoviak claims that engineering work now focuses on building complete environments and feedback loops for AI systems. Operators define the exact reality these models inhabit to establish truth and set strict architectural boundaries.
Without clear limits, AI models invent irrelevant problems just to keep running.
“…just sort of go until they'll almost even invent problems to keep going.”
From Dave Kerr on Autonomous Coding Agents: Stop Watching the Terminal
Developers construct the specific context, truth, and visual inputs for models to operate within. Adam Stacoviak emphasizes that building this reality now consumes over 50% of development time through container sandboxes and test suites.
“I think that the engineering and architecting probably is shifting to like you're mentioning, I'm architecting architecting the world that this agent lives in, and the feedback that it gets, and what's true for it, and what it knows and sees.”
From Why You Must Spend 50% of Your Time Building Agent Environments
Human operators supply architectural boundaries to treat models like junior engineers on eight-hour assignments. Adam Stacoviak details how orchestrating these structured signals guides exactly what the software builds.
“…it's not about a while loop, it's about orchestrating or engineering some kind of architecting some kind of feedback loop, that gives the agent signal and information about what to do and what to build.”
From Why You Must Spend 50% of Your Time Building Agent Environments
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