Layered security control stack with audit checkpoints representing SEBI CSCRF requirements

Engineering · Aug 6, 2026 · 16 min read

SEBI CSCRF in 2026: the 23-parameter index and 3 mandates that quietly became optional

CSCRF is written as a compliance framework and lands as an engineering programme: a SOC, a 23-parameter capability index, an SBOM for every core system, CERT-In empanelled audits on a fixed calendar, and a 2-hour

Manu Shukla

#sebi #cscrf #cybersecurity

$Glowing 3D padlock fracturing into neon shards over a dark server room$

Engineering · Jul 10, 2026 · 8 min read

AI-assisted cyberattacks in 2026: why 84% abuse the tools you already run

Unit 42 found AI accelerated attacks 4x in 2026, with the fastest intrusions reaching data in 72 minutes and identity behind nearly 90% of breaches. Here is what changed and how CTOs and security leaders should respond.

Manu Shukla

#cybersecurity #AI security #zero trust