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and burn less overall AI tokens Continue reading on Medium »

Python 3.15.0 is scheduled for October 1, 2026. Release candidate 2 went out on September 1. The change most likely to show up in your day… Continue reading on

If someone had told me last year that I’d be shipping products faster than entire startup teams without hiring a soul I wouldn’t have… Continue reading on Pytho

There’s a powerful point MOST of us have seemingly forgotten Continue reading on Write A Catalyst »

The Python AI stack is changing fast and these are the tools showing up in serious projects. Continue reading on Python in Plain English »

The uncomfortable part of the AI revolution is not that juniors can suddenly write more code. It is that a decade of syntax, frameworks… Continue reading on Jav

One of the things I enjoy about agentic coding is being able to work on those projects that sat around dormant because time didn’t allow… Continue reading on Me

The demand for real-time AI responses is no longer a niche requirement. From chat assistants that must answer within a heartbeat to… Continue reading on Medium

I prefer coding on linux with vim. that’s it, I have no other argument for this. Continue reading on Medium »

Anthropic’s new self-hosted environments move Claude Code cloud-session execution into your network, next to private repositories… Continue reading on Medium »

How to combine Python, C++, AVX2 Intrinsics, and everyday hardware to build a hyper-optimized True Random Number Generator (TRNG)… Continue reading on Medium »

If you’ve ever stared down a massive directory of video files that need transcribing, you know the standard sequential approach is… Continue reading on Medium »

Event-based recording, state reconstruction, snapshots, and branching behind interactive coding playback Continue reading on Stackademic »

Why use snippets in the era of AI agents? Continue reading on Medium »

Episode 3: Give the helpdesk application a real output contract Continue reading on Medium »

A quick guide for anyone starting Python for AI & Data Science Continue reading on Medium »

When AI helps you write code, how do you choose a programming language? Writing in a language you’re familiar with always ends up being a… Continue reading on M

The next generation of AI applications won’t be won by whoever chains together the most prompts. Continue reading on Medium »

Forget the hype. This is the real story of how I went from $0 to over $1,000 in just 30 days using AI and Python. Continue reading on Artificial Intelligence in

Forget the internet debates. The best language isn’t the one everyone recommends, it’s the one that gets you closer to the career you… Continue reading on Artif

Three apps. Three MCP servers. One orchestrator. And a voice feature that’s rougher than I’d like to admit. Continue reading on Medium »

Every few months, someone declares coding dead because AI can now write a working function from a prompt. It’s a fair question to ask… Continue reading on Mediu

Artificial Intelligence is rapidly becoming part of the modern software development workflow. Continue reading on Medium »

A ideia inicial era despretensiosa. Eu só queria validar o Faster-Whisper no meu laboratório pessoal: saber se um hardware modesto — um… Continue reading on Med