LLMs are unpredictable. Marvin makes them predictable — with typed functions, classifiers, and extractors that return structured data. What Is Marvin?...
I always thought variables and functions are the only thing in C# until recently I discovered about properties. Continue reading on Medium »
LLMs sometimes return invalid JSON. Outlines makes it physically impossible — by constraining token generation to match your schema. What Is Outlines?...
Prompt engineering is string manipulation. BAML makes it type-safe function definitions. What Is BAML? BAML (Basically A Made-up Language) is a DSL fo...
Tesla's Self-Driving Computer Runs Neural Networks — So Does NexaAPI, for $0.003/image A hacker ran Tesla's AI computer on their desk using salvaged p...
Tesla's FSD Computer Runs Neural Networks — You Can Do the Same with 3 Lines of Code A hacker pulled a Tesla Model 3 FSD computer from a crashed car a...
How to Make Money with Python Automation in 2025 As a developer, you're likely aware of the vast potential of Python automation. However, you may not...
What 6 Years of Government Data Taught Me Continue reading on Medium »
HackerNews Is Talking About Fast AI Agent Tools — Here's What They're Missing A Cursor blog post about fast regex search for agent tools just hit the...
I built TradeSight — a self-hosted Python platform for algorithmic paper trading that runs overnight strategy tournaments to evolve the best-performin...
It’s not about the syntax. It’s about the shift in how you see problems. Continue reading on Medium »
I am working on a GSoC proposal for Wagtail CMS. As part of my preparation, I set up a multilingual demo site using wagtail-localize . I learned a lot...
What I Built A RAG (Retrieval-Augmented Generation) system that helps Japanese small businesses find government subsidies. Users describe their busine...
Mac Pro Is Dead: The Real Cost of Local AI vs Cloud API in 2026 Published: March 28, 2026 | Tags: Apple, Mac Pro, AI API, cost comparison, NexaAPI App...
The team that built Pydantic (used by FastAPI, LangChain, and 90% of Python AI projects) built an agent framework. And it's exactly what you'd expect...
The first thing I wanted to focus on when I started to explore the Wagtail Starter kit was: how well is the starter kit able to help out someone build...
What if Python was 68,000x faster? Not a typo. Mojo achieves C/C++ performance with Python syntax. What Is Mojo? Mojo is a programming language that's...
LLMs return text. Your code needs JSON. Instructor bridges the gap with validated, typed outputs every time. What Is Instructor? Instructor patches Op...
Django templates. Flask + Jinja. FastAPI + React. What if you just... wrote Python? What Is FastHTML? FastHTML lets you build complete web application...
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