← All IntelClip / AI ToolsLearning harness architecture by ingesting three open-source repos
From Turn 10,994 Notes Into Memory - Paul Iusztin, Decoding AI & Louis-François Bouchard, Towards AI · ≈31:58
A reusable technique — clone several implementations, generate per-repo notes on named topics like memory system and permission flow, then synthesize cross-repo architecture notes.
What’s in it
- A reusable technique — clone several implementations, generate per-repo notes on named topics like memory system and permission flow, then synthesize cross-repo architecture notes.
Clip transcript
all the entities from the wiki and so and so forth. Okay, so now let's go to the second example. It It's a simple example where I want to learn more on harness engineering and how harnesses work. So, in in this prompt over here, I just want to ingest the three open source repositories on open code, Pi, and Hermes. And I don't want to do deep research at all, right? I just want to ingest those repositories and explore topics such as the general architecture, agents architecture, sub agents, memory system, and the agent permission flow. And let's run the research on top of this prompt. And now what the research will do will clone automatically all these repositories and will explore all the repositories on the topics that I gave here and it will create notes at the individual level of each repository on how they work, on how how the architecture works at the repository level and then we can create higher level notes, right? Within the wiki derivatives and compare all the architectures or create aggregate architectures on on like the general trends of all those harnesses and basically explore and learn everything that we want about harness engineering directly from the code.
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