Meddler Security is live. This is the home for our red team and adversarial-AI coverage — independent, research-grade analysis for the people responsible for keeping AI systems safe in production.
What we cover
- Prompt injection — direct and indirect injection, data exfiltration chains, and defense-in-depth patterns that actually hold up.
- Jailbreaks & refusal failures — bypass techniques, red team methodology, and what they reveal about model alignment.
- Agent exploitation — tool abuse, sandbox escapes, and the expanding attack surface of autonomous agents.
- Hardening & evals — security benchmarks, release gates, and adversarial robustness testing.
Why now
AI systems are shipping faster than the security practices around them are maturing. Meddler Security exists to close that gap with practical, reproducible intelligence — not hype. Expect weekly threat drops, deep technical breakdowns, and playbooks you can apply the same day.
Browse the full Security archive to get started.
