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There's a specific moment that stuck with us. We were watching a demo of an agent doing real work inside a SaaS product — clicking through dashboards, filling forms, looking genuinely useful. And then the question hit: would you trust that agent to do this at 3 AM, unsupervised, when it matters?
Google has made Spanner Omni generally available, running its distributed SQL database on-premises, across clouds or on a laptop. Doing so meant replacing Colossus with a Colossus-like abstraction layer and TrueTime with software-based time synchronization.
A phased agentic workflow that centralizes interpretation while preserving execution authorityContinue reading on Towards AI »
Autonomous attackers are shrinking the window for defense. Learn how continuous discovery, remediation, validation, and prevention can help security teams keep pace.
A build is still running. An agent is waiting for a review. Your laptop needs to close. These are different events, but a fixed sandbox expiry can turn all three into the same problem: the working environment disappears before the task is finished. We're the team behind Lizard (lizard.build).
Palo Alto Networks introduced a new approach to AI-driven observability last week, signaling a shift from dashboards and manual incident The post XCOR launches to trace outages in minutes. It still pages engineers. appeared first on The New Stack.
APIs Are How Apps Talk to Each Other! People exchange information through a shared language. Software needs the same thing. An API gives two applications a common set of rules for asking and answering, so they understand each other no matter who built them or what language they're written in.
Podman is a daemonless Docker alternative for Linux that can run without root access. However, it is less well known that Podman can expose a UNIX-domain socket compatible with the Docker API. This makes it work with most tools in the Docker ecosystem, such as docker-compose.
Ever swipe away phone apps thinking it saves battery? You’re actually breaking the single greatest cheat code in computing: caching. Caching simply means saving completed work so you don't have to redo it later.
When developers start building LLM-backed applications, there is a common temptation: select the newest, largest frontier model, drop the API key into an environment variable, and ship it. During local testing, large models feel great.
In my previous article, I argued that software automation needs a layer between operational intent and execution. The reason is simple: the specification should describe what success means, and the ex
For weeks I planned around a number I had read somewhere. The number was the cost of generating one image, in whatever internal units the provider billed in. I believed it was around 1363 units per image. On my free tier, that worked out to roughly five to seven images a day.
🧛 JLScript — Do Básico ao Avançado Aprenda JLScript do primeiro mostrar() até APIs, banco de dados, dispositivos e interfaces. JLScript, também chamado de JLS, é uma linguagem de programação criada com o objetivo de possuir uma sintaxe simples, legível e agradável para quem está começando, sem…
In 1978, researchers asked 60 people at Harvard Medical School a single question. A disease affects 1 in 1,000 people. The test for it has a 5% false positive rate. A patient tests positive. What's the chance they actually have it? The most common answer was 95%. The right answer is about 2%.
Let’s talk about a silent cultural crisis happening inside modern engineering teams—one that is costing your company thousands of dollars a month in hidden labor and system instability.
Hey everyone! I'm Jelaxsi , an undergrad at South Eastern University of Sri Lanka (SEUSL) 🇱🇰. I'm finally joining DEV, mostly because I'm tired of building things and never writing about them. What I'm into I like building stuff that solves real problems, especially around AI and IoT.
Introduction Artificial Intelligence (AI) is changing the way students learn and teachers teach. From personalized learning to AI-powered educational tools, technology is becoming an important part of modern education.
Two documents appeared on 8 September. An arXiv paper measures what happens when a coding agent reads a poisoned repository under four permission models.
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