AI agents are only as autonomous as the credentials behind them. This article talks about the Cloud Security Alliance's autonomy framework, why an agent's intended boundaries rarely match its actual access, and how GitGuardian helps close that gap through detection, remediation, and prevention.
A practical checklist for rotating service account credentials safely by assessing validity, leaks, permissions, consumers, vaults, copies, owners, and rollback.
Learn how the OWASP Top 10 CI/CD Security Risks map the modern software delivery attack surface, and why credential hygiene sits at the center of so many real-world failures.
S3 buckets have quietly become a credential blind spot: years of logs, backups, and pipeline output that nobody ever scans for secrets. In one 2025 incident (Sysdig), attackers reached admin access in eight minutes using IAM keys found in a public bucket.
AI agent threat response starts before runtime. See why pre-runtime credential controls stop agent misuse that runtime detection can only observe.
ChainDrop hijacked 444 npm packages and 2B monthly downloads via a Claude Code hook. AI agents have collapsed the gap between credential theft and abuse
BSidesLV 2026 presenters showed how attackers are increasingly exploiting valid trust relationships instead of breaking through the front door, and what we need to do about it.
Most vault programs track a numerator without a denominator. See how vault coverage turns secrets management into a measurable, reportable control.
Explore cloud security lessons from IEEE Cloud Summit 2026, including agentic AI risks, over-permissioned identities, Kubernetes policy, and forensics.
AI assistants are repeating a common Git mistake: committing fixes that remove secrets only from the latest code, not from repository history. GitGuardian AI Skills can help.
This year's event made it clear that as AI agents scale across enterprises, we must solve ownership, delegation, least privilege, and auditability before production risk grows.
Sessions at BSidesSATX 2026 connected runtime secrets, cloud identity permissions, compliance evidence, and, ultimately, the human side of security.
GitGuardian is the code security platform for
the DevOps generation.
With automated secrets detection and
remediation, our platform enables Dev, Sec, and Ops to advance together
towards the Secure Software Development Lifecycle.
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