DSPy

@DSPyOSS

An open-source declarative framework for building modular AI software. Programming—not prompting—LLMs via higher-level abstractions & optimizers.

dspy.ai

Joined April 2025

DSPy
@DSPyOSS
Jun 25
“I've used GEPA successfully in the context of pretraining data curation at Microsoft AI, so I thought I'd give a brief overview of why I reach for this tool :)”
Harold Benoit
@harold_matmul
Jun 24
Article
Are you still tuning your LLMs by hand? - An ode to GEPA
I think GEPA (also called dspy.GEPA) is still highly under-appreciated by the ML community. Credits due to @lateinteraction , @LakshyAAAgrawal (and others ). Many thanks to them for being pioneers,...
DSPy
@DSPyOSS
Jun 17
“In a way, Machine Learning asks how a system can improve from data when we have a precise objective to optimize. Machine Studying asks what an agent should do when it’s given a declarative corpus and no downstream task.”
Jacob X. Li
@jacobli99
Jun 17
Continual learning is widely discussed right now, but mostly as improving on the job or avoiding catastrophic forgetting. But it has a different, difficult, and already urgent form: Given nothing but a corpus of documents, how should AI systems develop expertise in a new,
DSPy
@DSPyOSS
Jun 17
a crisper operationalization of continual learning that matches problems that are inaccurately treated as "RAG" or "RL" read the thread below from @jacobli99 or the blog post at jacobxli.com/blog/2026/mach…
Jacob X. Li
@jacobli99
Jun 17
Continual learning is widely discussed right now, but mostly as improving on the job or avoiding catastrophic forgetting. But it has a different, difficult, and already urgent form: Given nothing but a corpus of documents, how should AI systems develop expertise in a new,
DSPy
@DSPyOSS
Jun 14
"the real opportunity is not in picking the best model but instead in building a learning loop on top of the model [and allowing them to] grow stronger on real traces from inside the organization" the only framework for doing nothing but this since 2022 is right here😁
Satya Nadella
@satyanadella
Jun 14
Article
A frontier without an ecosystem is not stable
I’ve been thinking a lot about the future of the firm in an AI-driven economy. This transition is different than any previous platform shift. In the past, we used digital systems to enhance human...
DSPy
@DSPyOSS
May 29
Thanks to @dbreunig, we have a new front page and new docs, built for easier onboarding. We're slowly approaching a major DSPy 4.0 release, based on radical ideas that have been brewing for the past 1.5 years and have now mostly taken shape. Stay tuned!
DSPy
From dspy.ai