Ideas Weave Every Narrative with AI.
A Python developer built a library for technical indicators that’s up to 100x faster than Pandas while keeping the same API. This is the story of why ‘good enough’ is the enemy of speed, and how one rewrite changed the game for financial data analysis.
A solo developer built a sub-200KB Python compiler that now runs a company’s production app. This proves that every bloated runtime you’ve accepted is a choice, not a necessity. One person did it in six months. What’s your excuse?
The JavaScript ecosystem has turned web development into a nightmare of build tools and framework churn. FastHTML offers a radical alternative: build modern, interactive applications entirely in Python using server-side rendering and HTMX. No separate frontend, no 5MB bundles, no rewriting your codebase every six months. It’s a return to the web’s original hypermedia roots—and it just might save your sanity.
Filtersql is a dependency-free Python library that compiles JSON payloads into safe, parameterized SQL. It eliminates SQL injection risks when AI agents or APIs dynamically query databases. No ORM, no bloat—just a minimal compiler that lets your AI order from a safe menu instead of writing raw SQL. A must-read for anyone building LLM-powered applications.
Python feels fast, but it’s a lie. Every high-performance NLP library — from spaCy to DKSplit — is just a Python wrapper around C++, C, or Rust. The moment you need real speed, you abandon Python. The best Python libraries are the ones that stop being Python.
When the author’s wife grew frustrated with ad-filled, celebrity-obsessed newsletters, he built a daily AI-powered news brief that fact-checks, flags bias, and removes all ads. The result? A radical rethinking of what news could be — and a proof that the ad model is the enemy of truth.
If your AI coding assistant takes 20 seconds to find a local file, the AI isn’t broken—your file organization is. Discover how a simple 3-file Python and SQLite index system bypasses complex MCP integrations and solves AI’s ‘last mile’ data bottleneck in milliseconds.
Every developer who’s cursed JavaScript’s quirks has dreamed of a Python-first web. But the real reason JavaScript dominates isn’t popularity or inertia — it’s that its event-driven, non-blocking execution model is architecturally fused to the browser’s rendering pipeline. Python is a better language. JavaScript is a better web language. Those facts coexist without contradiction.
We’ve been brainwashed into believing the internet’s core architecture is an institutional privilege. But one solo developer just built an alternative internet with its own TCP-like protocol in pure Python. It’s not just a technical feat; it’s a DIY rebellion proving that the foundational layers of the web are just code, waiting to be rewritten by anyone audacious enough to try.
If you write Python daily, you’re likely wasting 30% of your time on boilerplate. fastcore v2 isn’t just another library; it’s a dialect that rewires how you handle loops, data, and optionality. Stop fighting the language and start building faster.