Mastodawn

I've been using LLMs in a private project for months without really understanding what I was doing. It worked, but I couldn't explain why or improve it confidently.

So I built llm-social-toolkit — a small, public Django app just to poke at the LLM layer in isolation.
Wrote up what I learned about system prompts, hard character limits, and why isolating your AI code to one file is worth it.
👉 judkins.dev https://tinyurl.com/mrxn88k7

#Django #Python #LLMIntegration #LearnInPublic #OpenSource #WebDev

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Professional portfolio showcasing software engineering projects, technical blog posts, consulting services, and resume.

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烏賊子 Feb 27

Future Outlook

AI will become a foundational utility like electricity, integrating deeply with physical reality. The next phase requires high-efficiency architectures and seamless interaction. Ultimate scientific breakthroughs will depend on overcoming bottlenecks in energy, materials, safety, and human constraints.

#LearnInPublic #AI

烏賊子 Feb 27

Recently I've been thinking a lot about early optimization and over engineered. Maybe I just need to embrace the chaos. Instead of making everything fine, I should try to make everything works.

#LearnInPublic #MentalModel

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烏賊子 Feb 26

The essential difference is that compiled languages require a full build to run, while interpreted languages offer instant feedback and higher modifiability. This feels less like a binary choice and more like a deliberate design pattern.

#LearnInPublic #Compiler #Python #ComputerScience #ProgrammingLanguage

https://www.youtube.com/watch?si=gewGIpBpGfZ_SOvf&v=RnBOOF502p0&feature=youtu.be (2/2)

How Real Projects Mix Compiled and Interpreted Languages

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Elsa Podop Feb 5

« Quel sujet suis-je prêt.e à apprendre en ayant l’air nul.le cette année? » / « What skill or topic am I willing to look bad at while learning this year? »

C’est une question lue dans une newsletter d’Anne-Laure Le Cunff (Ness Labs) au début de l’année qui m’est restée en tête. Une manière de présenter le concept d’apprendre en public.

Alors, cette année, je compte en apprendre plus sur le développement durable, et je vais me pousser à partager mes apprentissages au fur et à mesure, même si je montre mon inexpérience en le faisant.

#learninpublic #apprendre #développementdurable

Lucas Fernandes

Jan 8

does privacy matter to you? do you want to be in control of your services? are you spending too much on cloud providers subscriptions?

in this post, I’ll show you how to self-host your apps with minimal effort. the possibilities are endless! ✨

check it out: https://jaggies-weekly.netlify.app/how-to-self-host-your-apps-locally/

#devlife #learninpublic #selfhosting #linux #umbrel

How to self-host your apps locally | Jaggies Weekly

TLDR 1. Prepare a bootable USB with the umbrelOS .iso and Balena Etcher 2. Boot your server device from USB 3. Install umbrelOS and remove…

thetriad

Dec 22

Why do many devs have this "mixed feelings" related to PHP?

I'm learning it, while working on forms with the POST method and this question keeps coming back in the back of my mind.

Is the criticism mostly historical or something relevant today?

#php #webdev #learninpublic

Mr. Rock Dec 9

Ta daah Here comes my new Tic-Tac-Toe program in cpp. That too with a flow-chart that I build using 'draw.io'. Compile and play on your system. The repository link goes here: "https://github.com/RishabMaster/tic-tac-toe"
Hope you'll like it.