In the blog post “Prompt Engineering Requires Evaluation” on the Shostack + Associates website, the author argues that treating prompts for large language models (LLMs) merely as creative artefacts is insufficient. Engineering prompts properly demands structured evaluation frameworks — what the AI community calls “evals” — to test which prompt versions work better, with which models, and under which conditions. The post highlights that simply assuming a prompt is “good enough” creates risks when LLMs are integrated into production systems (e.g., for threat modeling). It advocates for measuring prompt performance, variation effects, and tool-chain dependencies (model, context, ancillary materials). Ultimately the message is: prompt engineering should borrow disciplined practices from software engineering (versioning, testing, benchmarking) rather than relying on informal experimentation. https://shostack.org/blog/prompt-enignieering-requires-evaluation/
SecObserve is an open-source tool for managing vulnerabilities and licenses in software development and cloud environments. It integrates various vulnerability scanners into CI/CD pipelines using GitLab CI templates and GitHub Actions for streamlined setup. It offers a centralized dashboard for assessing and reporting vulnerabilities, with tools for filtering, sorting, and evaluating results. SecObserve supports automation and manual assessments to focus on resolving critical issues. https://github.com/MaibornWolff/SecObserve/tree/dev
NIST has updated its guidelines, advising against mandatory password changes every 30-90 days unless a breach occurs. Frequent changes often lead to weak passwords, as users may make minimal adjustments. The focus has shifted to strong passwords and Multi-Factor Authentication (MFA) as more effective security measures. Despite this, automated password rotation remains crucial for securing sensitive accounts, especially for privileged users. It helps prevent unauthorized access, reduces exposure time, and ensures strong, unique passwords without burdening users. https://www.techradar.com/pro/navigating-nists-updated-password-rotation-guidelines
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