Inside Sentinel: How Agentic AI Runs a Continuous Pentest
“Continuous pentest” gets tossed around as a marketing phrase so often that most security teams have stopped trusting it. Usually…
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Security Insights
Research, analysis, and perspectives from the ZynoSec team.
Why CVSS Alone Lies: Exploit-Chain Reasoning with Recon
If you’ve ever stared at a vulnerability scanner’s output and tried to explain to a CFO why a 9.8 CVE…
Read More →Deduping Bug Bounty at Scale: How Hive Clusters Submissions
Ask anyone who’s run a bug bounty program for longer than six months what the single biggest operational headache is,…
Read More →DPDP Act, CERT-In 6-Hour, RBI Cyber — How Compass Auto-Maps Findings
Every CISO in India has lived through the same scramble. An auditor asks for evidence of security control X for…
Read More →Deepfake Vishing in Hindi, Marathi, Tamil: Mirror’s Regional Lure Engine
A branch manager at a public-sector bank in Nagpur gets a WhatsApp voice note. It’s in Marathi. The voice sounds…
Read More →Zero False Positives: The Human-Validation Layer in Kavach
Every AppSec lead we’ve met has the same drawer in their head. It’s labelled “tickets the scanner found that weren’t…
Read More →Beyond Point Tools: Why an Integrated Offensive Platform Wins
Walk into most mid-to-large security teams and you’ll find the same stack, more or less. An ASM vendor watches the…
Read More →Kavach by ZynoSec — A Platform Walkthrough for First-Time Buyers
If a vendor has pitched you “Kavach by ZynoSec” recently and you’re trying to figure out what it actually is…
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