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schmuhblaster
searching PlanetScale…
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31.
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by
schmuhblaster
4mo ago
I’ve been working on my own harness / “orchestration layer”, not with the goal of reaching frontier level performance, but rather boosting performance of smaller (locally hostable) models. Unfortunately, I don’t have VC money to burn o
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schmuhblaster
4mo ago
Hmm, that also happened to me. Scan face, account lost forever?
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schmuhblaster
4mo ago
What worries me personally is the dopamine hit I seem to get from watching my ideas get built in front of me. There is a big temptation to just add feature after feature without really checking what the code actually looks like. So yes, mor
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schmuhblaster
4mo ago
I’ve been playing around with qwen3.6-35b-a3b and managed to boost it significantly by leveraging my own custom harness [0]. It is quite astonishing to see how far local models have progressed, and I think that if you enjoy tinkering a bit,
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How to make small models punch way above their weight with DeepClause
(deepclause.substack.com)
2 points
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schmuhblaster
4mo ago
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0 comments
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schmuhblaster
4mo ago
Thank you very much!
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schmuhblaster
4mo ago
I’ve been building a Prolog and WASM based LLM/Agent framework [0] , where reusable skills and core harness functionality is encoded in a logic programming language. Recently added a small TUI with a Borland Turbo Vision style design.
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schmuhblaster
4mo ago
Thank you! This looks very interesting!
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schmuhblaster
4mo ago
I've been working on DML, a Prolog-based DSL [0] used to define and orchestrate agents and LLM workflows. It's been quite fun, although - given the amazing capabilities of SOTA models - I am not so sure anymore how meaningful it w
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DeepClause "Turbo DML" Agent Harness
(deepclause.substack.com)
4 points
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schmuhblaster
5mo ago
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0 comments
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schmuhblaster
5mo ago
As someone who has developed a somewhat weird obsession with Prolog, I can highly recommend Markus Triska's other articles on Prolog. His article on meta-interpreters [0] was particularly inspiring for me. [0] https://www.co
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Show HN: Agent Harness with Prolog and WASM core incl. 90s Borland-style TUI
(deepclause.ai)
3 points
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schmuhblaster
5mo ago
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0 comments
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schmuhblaster
5mo ago
Shameless self-plug: https://github.com/deepclause/deepclause-sdk/ The idea is to take markdown instructions and "compile" them into a Prolog-based DSL that orchestrates both deterministic and LLM-based
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schmuhblaster
7mo ago
I am experimenting [0] with compiling markdown to a DSL first. Then running a static analysis on the DSL code. Still at an early stage though. [0] https://deepclause.substack.com/p/static-taint-analysis-for-...
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Static taint analysis for LLM agents
(deepclause.substack.com)
4 points
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schmuhblaster
7mo ago
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0 comments
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The Hot Mess of AI: How Does Misalignment Scale with Model Intelligence
(arxiv.org)
1 points
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schmuhblaster
8mo ago
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0 comments
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schmuhblaster
8mo ago
https://www.github.com/deepclause/deepclause-sdk "Compile" Markdown specs for SDD or Subagents into executable logic, e.g. CodeAct+DSPy+Prolog. Not sure how and if I will continue, but it's been lots of
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schmuhblaster
8mo ago
I'd be curious if a middle layer like this [0] could be helpful? I've been working on it for some time (several iterations now, going back and forth between different ideas) and am hoping to collect some feedback. [0] https:/
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"Compiled" Specs
(deepclause.substack.com)
1 points
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schmuhblaster
8mo ago
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0 comments
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schmuhblaster
8mo ago
Network can be closed down. It also uses a userland network stack, so future iterations might include being able to define rules for ingress and egress.
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schmuhblaster
8mo ago
I've been recently experimenting with using a Prolog-based DSL [0] as the missing layer: Start with a markdown document, "compile" it into the DSL, so that you obtain an "executable spec". Execution still involves L
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Backtracking Through Agent Memory – Adventures with LLMs, Prolog and DeepClause
(deepclause.substack.com)
2 points
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schmuhblaster
8mo ago
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0 comments
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schmuhblaster
8mo ago
Or try this: https://github.com/deepclause/agentvm , it's based on container2wasm, so the VM is fully defined by a Dockerfile.
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schmuhblaster
8mo ago
My attempt at a portable solution: Linux VM inside WASM for sandboxed execution: http://agentvm.deepclause.ai Minimal dependencies, but not as fast as containers or bubblewrap.
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Show HN: DeepClause CLI – Compile Markdown specs into executable logic programs
(github.com)
1 points
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schmuhblaster
8mo ago
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1 comments
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schmuhblaster
8mo ago
Hi all, been building this in public for some time. This is my latest iteration, hoping to get some interesting comments and feedback here, before I go down yet another rabbit hole and unnecessarily burn through even more premium tokens.
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schmuhblaster
8mo ago
Thank you! When I started working on agentvm my original goal was similar to yours, build a kind of Mingw or Cygwin for WASM. However, I quickly learned that this wouldn't really be feasible with reasonable amounts of time/token s
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schmuhblaster
9mo ago
linux-wasm is an awesome project, but relies on compiling the kernel itself into WASM. This seems to work in principle, but is still a bit unstable. But I do hope that eventually one can get rid of the emulator in the middle as is done in c
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schmuhblaster
9mo ago
Thought this could be useful. Opus 4.5 helped me build most of it, including a simple network stack so that the VM may access the outside world. Still at a very early stage, but I think it looks promising.
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Show HN: NPM install a WASM based Linux VM for your agents
(github.com)
3 points
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schmuhblaster
9mo ago
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3 comments
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