Python -O won’t magically make every script faster, but in the right workloads it’s a free win—here’s how to test it safely.

Spark, a lightweight real-time coding model powered by Cerebras hardware and optimized for ultra-low latency performance.

JIT compiler stack up against PyPy? We ran side-by-side benchmarks to find out, and the answers may surprise you.

Oh, sure, I can “code.” That is, I can flail my way through a block of (relatively simple) pseudocode and follow the flow. I ...

What sets Codeflash apart, he argues, is that it operates not just as a one-time audit or consultancy (as many optimization firms do) but as a continuous engine: “Codeflash has beaten us at optimizing ...

Many teams are approaching agentic AI with a mixture of interest and unease. Senior leaders see clear potential for efficiency and scale. Builders see an opportunity to remove friction from repetitive ...

As a marketing guy with zero technical skills, I "vibe coded" a production app for my company over the weekend—and it worked.

Belligerent bot bullies maintainer in blog post to get its way Today, it's back talk. Tomorrow, could it be the world? On ...

An AI agent got nasty after its pull request got rejected. Can open-source development survive autonomous bot contributors?

This desktop app for hosting and running LLMs locally is rough in a few spots, but still useful right out of the box.

Written in Python, Freqtrade is a free, open-source crypto trading bot that works with all major exchanges and can be operated using Telegram or WebUI. It is great at automating tactics through ...

OpenAI says one of its teams has built an app with zero human-written code. Every single line of code in this app has come from Codex AI agents, notes the company in a blog post, highlighting that ...