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A safe evaluation engine for mathematical expressions, built from scratch: tokenizer, recursive-descent parser, AST, linear equation solver and a type-safe output system, entirely without Python's eval(). Live on PyPI, 399 tests, 90% coverage, green across five Python versions. The obvious way to ev
92% of developers now use AI coding assistants at least monthly. Yet only 7% of organizations have successfully deployed autonomous agents in production. This 13x gap between enthusiastic adoption and trusted deployment tells the real story of AI in software development in 2026. Developers use these
Your agent worked brilliantly in the demo. It generated clean code, wrote tests, even added documentation. Then you submitted the PR and three things went wrong: it misunderstood the edge case handling, broke backward compatibility, and introduced a subtle race condition your manual review caught. Y
Your team ships code every day. Some of it was written by GitHub Copilot. Some came from ChatGPT suggestions you cleaned up and committed. Your CI/CD pipeline ran the tests, everything passed, and it's live in production right now. Here's the question that should keep you up tonight: How much of tha
The two numbers I want to start with are these. Stack Overflow's monthly question volume fell from 108,563 in November 2022 (the month ChatGPT launched) to 25,566 by December 2024, a 76.5% drop, and by May 2025 monthly question volume had reverted to the level of Stack Overflow's first month in 2009
Cómo difieren los CVEs de memory safety entre Rust y C/C++ ¿Por qué seguimos midiendo la seguridad de un lenguaje por cantidad de CVEs si sabemos que ese número depende tanto del tamaño de la base instalada como de cualquier propiedad del lenguaje en sí? Llevó años de debate y un par de papers de NS
How Memory Safety CVEs Differ Between Rust and C/C++ Why do we keep measuring language security by CVE count when we know that number depends as much on installed base size as on any actual property of the language? It took years of debate and a couple of NSA and CISA papers for the ecosystem to tak
So here's what happened: from Walled Garden to Open Road: A DeepSeek API Nestjs Story I want to tell you about the day I finally stopped fighting against a closed source AI vendor and started building with open weights and open standards. The pivot happened on a Tuesday, somewhere around 3 AM, when
A new cookbook to demonstrate our new Batch API. Most teams sit on massive backlogs of unstructured text—customer reviews, support tickets, and survey responses. They want to classify it, but doing it one synchronous API call at a time is painfully slow and wildly expensive. Worse yet, they use over
One of the easiest ways to impress stakeholders is to show an AI agent completing a complex workflow. One of the hardest things to do is maintain that same workflow six months later. Those are not the same challenge. I've reviewed agent systems that looked brilliant during demonstrations and became
Two techniques that look similar on the surface serve completely different purposes beneath the surface and are most powerful when used together. Every team building APIs eventually runs into the same wall. You have a backend service that isn't ready yet, or an external service you can't hit in a te
Un equipo de la Universidad del Sur de California (USC) construyó un sistema neuromórfico del tamaño de una moneda que percibe el mundo, aprende de él y toma decisiones sin batería, sin procesador y sin conexión a la nube. El trabajo, portada de Nature Sensors el 2 de junio de 2026, propone una idea
By this time next year, Fox Corporation CEO Lachlan Murdoch intends to have added Roku to his already expansive media empire. Should the acquisition go through, Fox will gain control of Roku's modest library of original programming, and the newly combined company will become "the third-largest playe
Against all odds, the Tesla Cybercab is in production. And while Elon Musk's company may not have a very coherent plan for the tiny, autonomous two-seater, it's still taking the necessary steps to certify the EV's legitimacy. As such, Tesla recently filed paperwork with the Environmental Protection
After a brief debut at the Cannes film festival last month, DJI announced all the details of its Osmo Pocket 4P stabilized camera today as part of its initial launch in China. While it doesn't match the 8K capabilities of the Insta360 Luna Ultra, the Pocket 4P features a new 1-inch sensor with impro
A key goal for many enterprises in the AI era is to empower their employees to uncover actionable data insights on their own. To help, we are evolving Looker Explore with a streamlined interface and integrated AI, so every usey can confidently turn data into a clear path to action. A team of AI assi
Atlas is building the operating system for restaurants. Online storefronts, point of sale, third-party logistics, food platform integrations, customer loyalty, and AI tools represent everything a restaurant needs to start, run, and grow. We work with brands like SaladStop, Killiney, Haidilao, Raffle
Next-generation artificial intelligence (AI) and high-performance computing (HPC) chips routinely exceed 1000 W Thermal Design Power (TDP). Simply put, standard air cooling cannot manage these extreme heat loads. The alternative — retrofitting entire data center facilities with chilled water loops —
Heading out for a run in the hot weather? Here's the 12 running gear essentials to grab to tackle the heat.
Amazon just a dropped a huge Carhartt sale ahead of Prime Day and Father's Day. Here are the best apparel deals with up to 50% off.
