An SCW study finds a large variance in how frontier and budget LLMs perform across different frameworks, and explains the striking cost variance.
Signed, Attested, and Malicious: The Software Supply Chain Has a Deepfake Problem
A developer pulls a package from a reliable repo. It is signed, has provenance, and has been scanned. And then…it contains malware. That is no longer hypothetical. When the Miasma […]
Why Developer Workstations Have Become a Critical Part of the Software Supply Chain
For years, software supply-chain security discussions focused on centralized infrastructure such as build servers, package registries, and CI/CD systems. Recent attacks suggest that this view is incomplete. The Megalodon campaign […]
Mozilla Shows the Danger of Indirect Prompt Injections in AI Coding Agents
A clean GitHub repository that contains no malicious code can launch an attack and fully compromise a developer’s systems by using indirect prompt injections to trick AI-powered coding agents like […]
Shift Left to the Developer’s Machine: Building Local Git Security Gates
Shift left to the developer’s machine. The principle is what matters: Stop secrets before they ship. The tooling is a means to that end.






