Rooted Layers Guides
AI guides grounded on research
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Recent Episodes
Operating Agents Bonus: Workflow Optimization and Evaluation
Read with: Optimization Companion and Optimization Blueprint.Optimization stays last because the workflow becomes the object only after it is stable enough to deserve improvement. Before that point,…
Operating Agents V: Trust Boundaries and Agent Safety
Read with: Safety Companion and Safety Blueprint.These essays share one claim. Reliable agents do not come from stacking more visible capability on top of a strong model. They come from explicit…
Operating Agents IV: Multi-Agent Boundaries and Handoffs
Read with: Multi-Agent Companion and Multi-Agent Blueprint.These essays share one claim. Reliable agents do not come from stacking more visible capability on top of a strong model. They come from…
Operating Agents III: Reasoning Scaffolds and Planning
Read with: Reasoning Companion and Reasoning Blueprint.These essays share one claim. Reliable agents do not come from stacking more visible capability on top of a strong model. They come from…
Operating Agents II: Memory Systems and Authority
Read with: Memory Companion and Memory Blueprint.These essays share one claim. Reliable agents do not come from stacking more visible capability on top of a strong model. They come from explicit…
Operating Agents I: Action Systems and Tool Use
Part 1 of the Operating Agents series, a builder-first run on how modern agent systems actually work once language leaves the prompt and starts acting inside software. This is a public episode. If…
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Rooted Layers Guides has published 6 episodes since March 2026, covering topics in Courses, Education.
Rooted Layers Guides is currently moderate with new episodes hourly. Average episode length is 43m.
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