Why Autonomous Coding Agents Need Their Own Threat Model
Coding agents run with real credentials and no pause button. Here is the threat model that treats them as autonomous infrastructure, not junior developers.
Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
Coding agents run with real credentials and no pause button. Here is the threat model that treats them as autonomous infrastructure, not junior developers.
SCA security testing only works when it's wired into an actual development workflow — here's what that pipeline looks like from commit to merge to production monitoring.
Three PyPI packages impersonating Alibaba's AI Labs SDK exfiltrated .gitconfig data from developer machines in a regionally targeted 2025 espionage campaign.
A JavaScript security scanner analyzes your code and dependencies for vulnerabilities. Here's what the different scanner types catch and how to wire them into CI.
Express, Fastify, and NestJS compared on real CVE history, default security posture, and dependency risk — plus how to close the gaps framework choice alone can't.
Automated vulnerability scanning tools turn a once-a-year audit into a continuous safety net — if you understand what each type actually inspects.
A practical, evidence-based look at how Mend.io and Black Duck approach SCA — and where Safeguard's reachability-aware scanning and SBOM tooling differ.
Jailbreak prompts now trade like exploits: sold as $200/month "dark" chatbots, bountied by vendors for up to $15,000. Here's how that market actually works.
Five real Node.js vulnerability patterns with vulnerable-vs-fixed code: prototype pollution, NoSQL injection, missing headers, path traversal, and JWT flaws.
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