Cybersecurity Tools Worth Knowing
New AI-driven security tools and established business-grade solutions, tracked in one place.
Autonomous AI pentester that finds and validates exploitable web vulnerabilities.
AI assistant that summarises incidents and guides response inside Defender.
Natural-language threat hunting across endpoint and identity telemetry.
AI copilot that assists manual testers with recon, payloads and reporting.
AI code scanning with auto-fix suggestions inside pull requests.
Triages static analysis findings and drafts fixes with contextual reasoning.
Runtime guardrails against prompt injection and LLM data leakage.
Red-teams LLM applications for jailbreaks, leakage and unsafe outputs.
Autonomous SOC analyst that investigates every alert end to end.
What changed this week
Pulled automatically each day from trusted security research and news feeds, then trimmed to plain English.