schmuhblaster
Joined 11 months ago
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Member since
Nov 15
Recent submissions
Comment · 1 month ago
Maybe I missed in when scanning the paper, but did they compare to a simple self modifying harness, e.g. instructing Pi to update some code or skill docs based on the results?
Comment · 1 month ago
Turning 100+ page SOP documents into executable policies using DeepClause and DML.
Building on the self-modifying harness concept we show here how to use DeepClause to build more reliable agents for outsourcing work defined via SOPs and policies. Instead of taking a big markdown file and putting it into the system prompt, we let a coding agent convert policies into small executable logic programs in a DSL called “DML”. The “leaves” of these programs can either be deterministic rules or LLM-driven agent loops. DML programs run safely inside the WASM build of SWI-Prolog.
Comment · 2 months ago
Great work! If anyone is looking for a way to integrate something like this into their own harness or the pi coding agent, then you might be interested in DeepClause [0]. It comes with a Prolog-like language implemented on top of SWI-Prolog (WASM Version). The purpose of the project is to allow for broad experimentation around the intersection of LLMs/Agents and GOFAI. So you could use it to build memory systems like OP did, create executable specs, define graphs and loops for agents and subagents... It also comes with a pi extension that greatly simplifies getting started with it.
Opposed to OP, DeepClause uses Prolog semantics, so running some more complex queries on knowledgebases might cause some issues (which is the use case where a Datalog might be more useful). For smaller scales it should be fine though.
[0] https://github.com/deepclause/deepclause-sdk [1] https://github.com/deepclause/deepclause-pi
Comment · 2 months ago
I've been super impressed by DuckDB ever since first trying it out about 3 three years ago. Congrats to the founders!
Comment · 2 months ago
I think that writing your own harness is a rite of passage now, just like writing your own search engine or database, rolling your own crypto…
Anyways, please try mine!
Comment · 2 months ago
That should be possible. You can e.g. take a look at the deep research example skill.
The Prolog/DML lets you express any kind of loop, graph, whatever workflow.