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Differentiable Programming for Learnable Graphs: Optimizing LLM Workflows W DSPy

https://viksit.substack.com/p/differentiable-programming-for-learnable
2•viksit•7h ago

Comments

viksit•7h ago
Following up on my last post about optimizing tool selection with differentiable programming, I’ve been thinking about how to extend those ideas to full agent workflows. This post shares some early experiments using DSPy to optimize routing and structure end-to-end for a sample customer service agent workflow. Feedback welcome!

Ask HN: Using AI/LLM APIs makes me want to give up. What am I doing wrong?

1•moomoo11•4m ago•0 comments

Show HN: legacy-use – add REST APIs to legacy software with computer-use

https://www.legacy-use.com/
1•schuon•4m ago•0 comments

Rust C2 Framework

https://github.com/waiwai24/rust-c2-framework
1•RustC2Framework•5m ago•1 comments

How Digital Is Germany?

https://mertbulan.com/2025/07/13/how-digital-is-germany/
1•mertbio•10m ago•0 comments

The only SaaS feature you should be building

https://www.henrypray.com/writings/the-only-saas-feature-you-should-be-building
1•kiyanwang•11m ago•0 comments

I Build Software Quickly

https://evanhahn.com/how-i-build-software-quickly/
1•kiyanwang•16m ago•0 comments

Show HN: I built a collaborative terminal sessions in browser

https://twitter.com/pleasepushh/status/1944008701419172176
1•piyushgupta53•21m ago•0 comments

Text to Natural Voice, 140 languages

https://aivocal.io/ai-voice
1•caohongyuan•21m ago•1 comments

I made CivicTracker – Follow the U.S. Government – all in real time

http://civictracker.us
2•lukewines•28m ago•0 comments

Rejigs: Making Regular Expressions Human-Readable in .NET

https://medium.com/@omarzawahry/rejigs-making-regular-expressions-human-readable-1fad37cb3eae
1•metaph6•28m ago•0 comments

Iris-WebP: Fast, efficient WebP encoder

https://halide.cx/iris/index.html
1•F3nd0•29m ago•0 comments

Exploiting All Google KernelCTF Instances and Debian 12 with a 0-Day

https://syst3mfailure.io/rbtree-family-drama/
1•r4um•30m ago•0 comments

The coming Microsoft music monopoly (2000)

https://www.strom.com/awards/210.html
1•ingve•30m ago•0 comments

Blueprints for Vibe Coding

https://bestaitoolfinder.com/
1•ShinMatsura•35m ago•1 comments

Archaeologists Discover Tomb of First King of Caracol

https://uh.edu/news-events/stories/2025/july/07102025-caracol-chase-discovery-maya-ruler.php
1•divbzero•36m ago•0 comments

Can’t make Google Maps tell a story? MapScroll does it for you with one prompt

https://www.mapscroll.ai/
5•shekharupadhaya•36m ago•2 comments

Mise: Custom Back Ends via Plugins

https://github.com/jdx/mise/discussions/5620
1•icar•39m ago•0 comments

Show HN: Binary Translator

https://binarytranslate.com/
1•artiomyak•39m ago•2 comments

After some success in space, Varda raises $187M to expand ambitions

https://arstechnica.com/civis/threads/after-some-success-in-space-varda-raises-187-million-to-expand-ambitions.1508278/
5•Bluestein•40m ago•0 comments

FAA's race to train air traffic controllers: 'It's going to take time'

https://www.foxnews.com/travel/inside-faas-race-train-air-traffic-controllers-its-going-take-time
6•Bluestein•41m ago•0 comments

Stepanov's Biggest Blunder

https://mmapped.blog/posts/43-stepanovs-biggest-blunder
2•Bogdanp•42m ago•0 comments

The Siren Song of LLMs

https://anukrit.de/articles/siren/
2•honey-badger•43m ago•0 comments

Cancelled Cursor subscription; using multi-agent swarms with Claude Code instead

https://old.reddit.com/r/artificial/comments/1lz8i84/i_cancelled_my_cursor_subscription_i_built/
2•miles•45m ago•0 comments

Operese: A Windows to Linux Migration Tool [video]

https://www.youtube.com/watch?v=PMoXClh8emw
2•chabad360•48m ago•0 comments

C-: A Portable Assembly Language (1997)

https://www.microsoft.com/en-us/research/publication/c-a-portable-assembly-language/
1•todsacerdoti•54m ago•0 comments

Improving AVIF in Open Source

https://halide.cx/blog/improving-avif-in-open-source/index.html
2•todsacerdoti•58m ago•0 comments

The Art of the Deal

https://defragzone.substack.com/p/the-art-of-the-deal
1•frag•1h ago•0 comments

Pocket ID: Simple OIDC provider for passkeys

https://github.com/pocket-id/pocket-id
1•grahameb•1h ago•0 comments

Did early Unix shells ever use `chd` command to change directories?

3•damiaozi•1h ago•1 comments

M.C. Escher – Adventures in Perception [video]

https://archive.org/details/adventuresinperception
1•the-mitr•1h ago•0 comments