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Stories

  • web-edit 0.1a1

    Release: web-edit 0.1a1 Includes performance optimizations written by Claude Opus 5.5 after I fed it this Python 3.15 profiling report generated by GPT-6 Astra. Tags: profiling, projects

    Simon Willison1 min read

  • web-edit 0.1a0

    Release: web-edit 0.1a0 I was working on a project from my phone using Codex Remote when I found myself wanting to edit a credentials file without round-tripping those credentials through the LLM itself. So...

    Simon Willison2 min read

  • 20 Flutter Projects to Build a Job-Ready App Portfolio

    Landing a mobile developer role today means proving you can ship real apps, not just recite Dart syntax in an interview. That is exactly why the right Flutter project ideas matter more than one more certificate on your resume.

    AI and Machine Learning Roadmaps Blog8 min read

  • 15 Laravel Projects With Source Code to Build a Portfolio

    A laravel project​ is any web application, API, or backend system built using Laravel, an open-source PHP framework based on the MVC pattern. It bundles routing, Eloquent ORM, Blade templating, and the Artisan CLI, letting developers build database-driven applications faster while following…

    AI and Machine Learning Roadmaps Blog8 min read

  • ttok 1.0

    Release: ttok 1.0 I released ttok 0.4, ran uv tool upgrade ttok, piped a file into the new version... and realized that it was defaulting to the GPT-4 tokenizer when it should very clearly default to GPT-5/GPT-6 instead! I figured switching the default was a reasonable excuse to finally ship a 1.0.

    Simon Willison2 min read

  • ttok 0.4

    Release: ttok 0.4 ttok is my CLI tool for counting tokens, using OpenAI's open source tiktoken library. It hasn't been in updated in a couple of years, but I finally fixed a Click warning, updated CI, and added a --list-models command to list available models.

    Simon Willison1 min read

  • 15 TensorFlow Projects to Boost Your Data Science Resume

    If you’re learning deep learning, you’ve likely searched for a clear tensorflow introduction​ before jumping into code. TensorFlow remains one of the most in-demand frameworks in data science hiring, used across computer vision, NLP, and recommendation systems at companies like Google, Airbnb, and…

    AI and Machine Learning Roadmaps Blog8 min read

  • 15 Flask Projects With Source Code (Beginner to Advanced)

    Most people learn Flask by reading documentation, then get stuck at “what do I build now?” A Flask project is the fastest way to close that gap, you write real routes, connect a real database, and ship something you can link to on your resume.

    AI and Machine Learning Roadmaps Blog9 min read

  • llm-typesafe 0.1a0

    Release: llm-typesafe 0.1a0 I built this new plugin for LLM to add support for TypeSafe AI's new Jev model. Install it like this: llm install llm-typesafe Then set an API key (get one here, the waitlist seems to move pretty fast): llm keys set typesafe # Paste key And now you can ask yes/no "noul"…

    Simon Willison2 min read

  • 5 PROJECTS That Will Actually Get You HIRED In 2026.

    Learn how to build an AI portfolio that actually gets you hired as a Forward-Deployed Engineer (FDE). In this video, I walk through five production-grade projects from permission-aware knowledge systems to automated document approval that prove you can handle messy enterprise workflows, not just…

    Aishwarya Srinivasan

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