An internal code-review bot ballooned in complexity and cost, even leaking API keys. Then, a week with ctxbudgeter slashed expenses by 60% and plugged a critical security hole.
Remember when TensorFlow was supposed to be easy? Turns out, native Windows support took a hike in 2022, pushing developers toward the Linux-via-WSL2 route. We look at what that means for your next deep learning project.
The promise of AI assistants interacting with real user data hinges on one critical factor: security. Forget the hype, data breaches are the stark reality of failing to lock down your Model Context Protocol (MCP) servers.
So, you're a junior Python dev looking to whip up a REST API? One ambitious newcomer details their recent pet project using Django REST Framework, offering a step-by-step breakdown of the process.
Cursor's new SDK aims to put its AI agent runtime into developers' hands, but the hype is tempered by beta status and a litany of practical concerns.
Before diving into complex frameworks, one developer built a tiny HTTP server in Python. The result? A crystal-clear understanding of REST API mechanics.
A dev claims his Python bot turns crypto chaos into cash. Sounds slick. But let's poke holes before you plug in API keys.
Python's Steering Council just got a makeover — and Brett Cannon, its longest-serving member, isn't holding back. From Astral's explosive growth to the endless lock file saga, here's the real story.