Using an LLM to call tools in a loop is the simplest form of an agent. This architecture, however, can yield agents that are “shallow” and fail to plan and act over longer, more complex tasks. Applications like “Deep Research”, … Read more
This spring, we had a simple and, to my knowledge, novel idea that turned out to dramatically boost the performance of our vulnerability detection agents at XBOW. On fixed benchmarks and with a constrained number of iterations, we saw success … Read more
We’re entering a new phase of software engineering. People are becoming addicted to agents. Beginners are vibe-coding apps and experts are maxing out their LLM subscriptions. This means that a lot more people are going to make a lot more … Read more
Using AI models to generate exploits for cryptocurrency contract flaws appears to be a promising business model, though not necessarily a legal one. Researchers with University College London (UCL) and the University of Sydney (USYD) in Australia have devised an … Read more
One of the main barriers to a wider adoption of open-source agents is the dependency on extra tools and frameworks that need to be installed before the agents can be run. In this post, we show how to write agents … Read more
Friday, May 30, 2025 LLM agents make bad pairs because they code faster than humans think. I’ll admit, I’ve had a lot of fun using GitHub Copilot’s agent mode in VS Code this month. It’s invigorating to watch it effortlessly … Read more
BlogWhy Go is a good fit for agents Since you’re here, you might be interested in checking out Hatchet — the platform for running background tasks, data pipelines and AI agents at scale. Alexander Belanger Published on June 3, 2025 … Read more
Ever wondered how AI agents actually work behind the scenes? This guide breaks down how agent systems are built as simple graphs – explained in the most beginner-friendly way possible! Note: This is a super-friendly, step-by-step version of the official … Read more
XH4D/Getty Images Tomorrow’s application users may look quite different than what we know today — and we’re not just talking about more GenZers. Many users may actually be autonomous AI agents. That’s the word from a new set of … Read more
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