Governing the Agentic SDLC Through Continuous Policy Enforcement

The way software gets built has changed faster than the standards that govern it. AI agents now create pull requests, select dependencies, refactor codebases, interpret test failures, and execute infrastructure changes across the entire Software Development Life Cycle (SDLC). AI agents are autonomous team members, but unlike human engineers, they are ephemeral: their reasoning, decisions, …

Why Self-Healing Is the Only Way to Secure at Frontier AI Speed

For twenty years, the software security playbook has worked the same way. You find the vulnerability, score it, open a ticket, assign it to a human, wait for the fix, ship the patch, and prove it happened. Every step in that sequence assumes humans can review each fix individually and still keep up. Frontier AI …

Coding Agents Just Reopened Your Software Supply Chain Blind Spot

Most organizations spent years hardening their software supply chain. The model is familiar: dependencies flow through a controlled repository, policies determine what is allowed, scanning catches what slips through, and every action is logged for auditability. It works because human developers operate within environments that enforce these rules. AI coding agents break that assumption entirely. …

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The Perfect Heist: NuGet Typosquat Targets Betting Platform to Rig Results

The JFrog Security Research team has discovered and disclosed a typosquatted NuGet package named Newtonsoftt.Json.Net. Note the double t and the .Net suffix.  This package has been masquerading as the popular Newtonsoft.Json library while quietly shipping a trojanized fork. The trojan rigs Digitain, an online betting platform, and in later generations, exfiltrates rigged round results …

Beyond Tokens SF: Best Ideas of the Evening

AI agents are changing how software gets built, but the infrastructure around them hasn’t caught up. Agents burn through tokens on noise. They take actions they shouldn’t. Context evaporates between releases. And most delivery pipelines were never designed for the pace and volume of agentic development. On June 11th we brought together developers in San …

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Introducing the JFrog Power for Kiro

A new CVE drops into a package you depend on. With the JFrog power for Kiro installed, your next move is a single prompt in your IDE, not a tab switch to the JFrog UI and thirty minutes of hand-rolled REST calls. This is what governed agentic development looks like in practice. If your team …

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Three Architectural Principles for Mythos & GPT-Cyber Readiness

Since Anthropic announced Project Glasswing and the capabilities of Claude Mythos Preview, and OpenAI announced  GPT-Cyber – my calendar has looked the same every day: Back-to-back calls with CISOs, AppSec leads, and security architects. And every call starts with the same question: “What do we need to do to prepare?” It’s the right question. But …