News
Audit Logs: The Silent Guardian of Every Serious System
1+ day, 18+ hour ago (201+ words) You build the feature. You test it. It works. Three months later: data is missing, a transaction failed, a user denies doing something your system says they did. Where do you look? The audit log. And if you don't have one,…...
JFrog report recaps a tumultuous year in supply chain security
2+ day, 12+ hour ago (644+ words) Calendar year 2025 not only broke records for code package proliferation; it also redefined the foundational architecture of the software supply chain. Bad actors then turned this into a high-value target." For CISOs and security professionals, the structural shifts driven by…...
Beyond the Stateless Prompt: Building an Auditable Product Intelligence Pipeline with Cascadeflow and Hindsight
3+ day, 2+ hour ago (404+ words) Pasting a 10, 000-line CSV of customer support reviews into a stateless LLM context window is lazy engineering, and the results show it. You get hallucinated aggregates, ignored edge cases, and zero traceability when a stakeholder asks why a critical bug…...
SBOM Security in 2026: Why Inventory Alone No Longer Reduces Risk
5+ day, 6+ hour ago (1573+ words) Software supply chains got complicated fast. Your applications now rely on hundreds of open-source packages, third-party components, containers, and build pipelines that change every day. Software Bills of Materials (SBOMs) promised visibility into that complexity " a clear inventory of what's…...
CISA, G7 partners outline minimum AI SBOM elements
1+ week, 3+ day ago (481+ words) CISA and G7 partners have released voluntary guidance outlining minimum elements for Software Bills of Materials tailored to artificial intelligence systems, giving public and private organizations a common structure for documenting AI components and dependencies. The document, "Software Bill of Materials…...
G7 Countries Release AI SBOM Guidance
1+ week, 3+ day ago (736+ words) The goal of the guidance, which outlines minimum elements, is to help organizations enhance transparency in AI systems and supply chains." Government agencies from Group of Seven (G7) countries this week published joint guidance to help organizations create a software bill…...
MCP governance for an AI coding agent without breaking the audit chain
1+ week, 3+ day ago (934+ words) The Model Context Protocol gave AI agents a clean way to reach into systems. In a year it has become the default tool surface for serious agents. That is mostly good news. The mostly is the operative word. Without care,…...
Auditing LLM Agent Skill Integrity
1+ week, 3+ day ago (248+ words) Startup Hub. ai Auditing LLM Agent Skill Integrity A new framework, Behavioral Integrity Verification (BIV), reveals 80% of LLM agent skills have implementation gaps, primarily due to oversight, and achieves 0. 946 F1 for malicious skill detection. The expansion of LLM agents into real-world…...
CISA, G7 Release AI Software Bill of Materials Guide
1+ week, 4+ day ago (161+ words) Executive Gov The Cybersecurity and Infrastructure Security Agency and Group of Seven international partners have issued a new'joint guidance titled "Software Bill of Materials for AI " Minimum Elements." The new SBOM for AI guidance from CISA and the G7 reflects the…...
As agentic dev tools boom, workflow auditability becomes the constraint
1+ week, 5+ day ago (353+ words) When AI coding agents open merge requests, audit trails often don't follow. Here's the compliance gap that's widening inside Dev Sec Ops teams....