why?

Awesome work. Would be cool if you could publish the list of movies that you chose for finetuning. Just out of curiosity.

Thanks! Here's the full list: 2001: A Space Odyssey, 8½, Aguirre the Wrath of God, Ali: Fear Eats the Soul, All That Heaven Allows, Apocalypse Now, Ashes and Diamonds, A Woman Under the Influence, Barry Lyndon, Bicycle Thieves, Breathless, Casablanca, Céline and Julie Go Boating, Chinatown, Chinese Roulette, Citizen Kane, City Lights, City of Pirates, Contempt, Daisies, Damnation, Dishonored, Earth, Electra My Love, El Topo, Eraserhead, Eyes Wide Shut, Film Socialisme, Fitzcarraldo, Fuego en Castilla, Hiroshima Mon Amour, Holy Motors, Inauguration of the Pleasure Dome, In a Year with 13 Moons, India Song, Inland Empire, Irma Vep, Koyaanisqatsi, La Dolce Vita, La Jetée, Late Spring, L'Eau de la Seine, Le Voyage dans la Lune, Lolita, Los Olvidados, Lost Highway, Lucifer Rising, Man with a Movie Camera, Metropolis, Mirror, Mulholland Drive, Night Music, Ordet, Orpheus, Persona, Pickpocket, Playtime, Psycho, Rebecca, Rosemary's Baby, Rumble Fish, Scarface, Seven Samurai, Sherlock Jr., Singin' in the Rain, Stalker, Sunset Boulevard, Taste of Cherry, Taxi Driver, Testament of Orpheus, The 400 Blows, The Blood of a Poet, The Cabinet of Dr. Caligari, The Color of Pomegranates, The Green Ray, The Holy Mountain, The Isle, The Lady from Shanghai, The Night of the Hunter, The Passion of Joan of Arc, The Seventh Seal, The Spirit of the Beehive, The Tales of Hoffmann, The Tree of Life, The Turin Horse, Time of the Gypsies, Tokyo Story, Touch of Evil, Trans-Europ-Express, Ugetsu, Un Chien Andalou, Uncle Boonmee Who Can Recall His Past Lives, Vampyr, Videodrome, Wavelength, Werckmeister Harmonies, Wild Strawberries, Moonlight Sonata, Stellar, The Haunted House Biased toward European art cinema, experimental work, and directors who broke conventional narrative rules.

What’s your actual message while reaching out on LinkedIn? Do you send a note while sending a connect request?

This link doesn't seem to work for me. I tried it with archive.ph and then it worked.

We built a small SDK that lint prompts before they ever hit an LLM. In practice it behaves like ESLint for prompts. It runs locally, no external calls, and flags issues that usually waste tokens or produce inconsistent outputs: unresolved template variables, missing contextual references, contradictory instructions, schema contamination when you expect structured output, and prompts that risk overrunning model context.

It exposes a single function in code, CLI for CI is in the works. The analyzer is language agnostic and fast enough to sit in any prompt generation pipeline, we aim for <50ms. There is also a small devserver with a React UI for experimenting interactively.

The goal is to treat prompts as first class artifacts and catch structural defects early rather than debugging after the fact. Happy to answer questions about heuristics, false positives, or how we estimate token overage.

All of it is open source under MIT, and we plan to keep expanding the issue set. We are also exploring a complementary prompt optimization layer that builds on top of the static analysis described above.

Happy to discuss details or help anyone experiment with it.

and just fyi, we also run a hosted version that performs inference based validation and optimization, which the local SDK cannot do (for obvious reasons). The SDK is fully usable on its own, but the hosted service is there for teams who want deeper dynamic checks.

Yes, exactly that’s the case.

It‘s basically just another way to describe the working doctrine Amazon follows since 30 years (and which Stripe has also mimicked according to Patrick). It bascially allows every individual to make decisions on their own (within their scope), without appproval. Except decisions that can not be undone easily, those still need „collaboration“.

You could also check out https://ongoldscar.com, sometimes there is a PS2 in the current drop (repaired, certified and with warranty)

I think their form factor is going into the direction of the pendant of friends.com or Humane Pin (without a display). How they manage the feedback of the device interests me the most (if the device constantly talks back just via loudspeaker… that gets pretty annoying especially in public places).