---
format: "aidr-story-markdown/v1"
id: "540fe76f78745230b7f22b1e41930db120c0f34856a97699650e09d7c8ef252a"
canonical_url: "https://aidr.today/540fe76f?lang=en"
title: "Cmpnd Releases dspy-wsp: Weight-Space Programming Comes to DSPy"
lang: "en"
requested_lang: "en"
available_langs: ["en","vi"]
translation_fallback: null
fallback_fields: []
published_at: "2026-11-14T16:45:48.000Z"
category: "Frameworks"
topics: ["llm","framework"]
source_urls: ["https://www.marktechpost.com/2026/11/14/cmpnd-dspy-wsp-weight-space-programming/"]
summary: "Cmpnd released dspy-wsp, a prototype DSPy optimizer for weight-space programming. A frontier LLM reads a small model’s weights, edits them in a sandbox, and tests each change with no gradients and about $5 to $10 per run."
---

# Cmpnd Releases dspy\-wsp: Weight\-Space Programming Comes to DSPy

> [Open the canonical story](<https://aidr.today/540fe76f?lang=en>)

**Published:** 2026-11-14T16:45:48.000Z
**Category:** Frameworks
**Topics:** llm, framework

## Summary

Cmpnd released dspy\-wsp, a prototype DSPy optimizer for weight\-space programming\. A frontier LLM reads a small model’s weights, edits them in a sandbox, and tests each change with no gradients and about $5 to $10 per run\.

## Sources

- [Story source](<https://www.marktechpost.com/2026/11/14/cmpnd-dspy-wsp-weight-space-programming/>)