AI Agent Security: Best Practices for Safe Deployment
Six AI agent security best practices for teams running coding agents and MCP servers: limit what a compromised agent can reach and catch credential misuse.
Six AI agent security best practices for teams running coding agents and MCP servers: limit what a compromised agent can reach and catch credential misuse.
An AI agent runs with your credentials and acts before you can stop it. Nine incidents show what that costs. Six controls limit the damage: sandbox the agent, scope its credentials, lock its configuration, log every call, scan the workspace first, and deny by default.
A secrets vault controls the credentials you manage. Detection finds the ones that escaped. Here are six reasons mature secrets management programs need both.
GitGuardian found a public GitHub repo tied to CISA leaking 844MB of live credentials. Agents Analysis flags which public leaks are actually yours.
Docker Sandboxes isolate AI coding agents from the host. The GitGuardian Mixin Kit adds ggshield and AI hooks to scan prompts, tool actions, and outputs for secrets, giving developers a safer, repeatable path for agentic coding.
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.
Modern developer environments expose sensitive context across files, prompts, logs, and commands. Learn how layered local controls reduce secrets risk.
Learn how to detect compromise, assess your exposure to the LiteLLM supply chain attack, and use GitGuardian to orchestrate rapid incident response and secret remediation.
Secrets don’t just leak from Git. They accumulate in filesystems, env vars, and agent memory. See how to find them, stop the bleed, and protect your whole supply chain
Vault sprawl means duplicated secrets, fragmented access, and unclear ownership. Learn how GitGuardian's NHI Governance restores control across the enterprise.
In such a fast-developing world, it becomes more and more important to make sure the source code and its metadata are backed up in case of an emergency. Learn everything you need to know about how to backup a GitHub repository.