Deep dives into autonomous cybersecurity, agentic AI, threat intelligence, and the technologies shaping the future of enterprise defence.
Your dashboards are full. Your team is exhausted. And the attackers just became intelligent. Why traditional cybersecurity is structurally obsolete in the AI vs AI era.
· 10 min read · Autonomous Defence, AI vs AI, Dark LLMs, WormGPT, FraudGPT, Spharaka Sphere™
AI adversaries now execute the full kill chain in under 24 hours while threat hunters still write SIEM queries by hand. The doctrine for an era of machine-speed adversaries.
· 12 min read · Threat Hunting, AI Adversaries, SOC Modernisation, Behavioural Detection, Spharaka Sphere™
Many companies automated alerts. Very few automated thinking. Why investigation, not detection, is the real bottleneck in modern cyber defence.
· 11 min read · AI-Driven Investigation, SOC Modernisation, Autonomous Investigation, AuraXP™, Spharaka Sphere™
The next great enterprise security crisis won't arrive through malware. It will arrive through a tool your employees already approved.
· 15 min read · AI Copilots, OAuth Security, Vercel Breach, AI Agent Security, Identity Supply Chain, Spharaka Sphere™
Anthropic refused to release Claude Mythos because it was too capable. The model independently discovered thousands of zero-day vulnerabilities. Here is why autonomous defence is no longer optional.
· 11 min read · Claude Mythos, Anthropic, Project Glasswing, Autonomous Defence, Spharaka Sphere™
How traditional cybersecurity became obsolete in the last 12 months, and why enterprises must rethink their entire defense strategy in the age of autonomous AI adversaries.
· 9 min read · Autonomous Defence, AI vs AI, SOC Modernisation, Spharaka Sphere™
The DPDP Act is live. RBI and SEBI have enforced data localisation. Your security platform may be your biggest sovereignty blind spot. Here is the case for sovereign cyber defence.
· 10 min read · Data Sovereignty, DPDP Act, RBI, SEBI, Spharaka Sphere™
A comprehensive educational guide to autonomous cyber defence - what it is, how AI transforms every phase of security operations from detection to response, why enterprises need it in 2026, and how platforms like Spharaka Sphere make it real.
· 12 min read · Educational, SecOps, Agentic AI, Autonomous Defence
For $20/month, an attacker can launch phishing campaigns, automate reconnaissance, write exploit code, and hit hundreds of targets. A single breach costs an SMB $120,000+. This is the new cyber asymmetry and it demands autonomous defence.
· 7 min read · Cyber Economics, AI Attacks, SMB Security, Autonomous Defence
AuraXP™ is the agentic AI engine at the core of Spharaka Sphere™ — built with 40+ specialized AI agents, a proprietary Cyber LLM, and organisational memory — purpose-engineered to reason, act, and learn in real-time cyber defence.
· 10 min read · AuraXP™, Agentic AI, Cyber LLM, Spharaka Sphere™
Spharaka isn't an XDR company. It's an AI-native platform that unifies your entire security posture, powered by Agentic AI and a purpose-built Cyber LLM that detects, investigates, explains, and responds without waiting for human hands.
· 10 min read · Spharaka Sphere™, AuraXP™, Cyber LLM, Agentic AI
More than 80% of employees use AI tools without approval, sending confidential data to uncontrolled models. Spharaka Sphere™ gives enterprises visibility, governance, and control over Shadow AI.
· 11 min read · Shadow AI, AI Governance, Spharaka Sphere™, Enterprise Security
The average enterprise runs 25 to 40 disconnected security tools and still gets breached. Spharaka Sphere™ collapses SIEM, SOAR, XDR, UEBA, and EDR into a single autonomous AI-native platform.
· 12 min read · Platform Architecture, SIEM, SOAR, XDR, Spharaka Sphere™
AI-powered adversaries launch, adapt, and propagate attacks faster than any human team can respond. The only viable answer is defence that operates at the same speed, intelligence, and scale — autonomously.
· 14 min read · Autonomous Security, Agentic AI, Spharaka Sphere™, AI vs AI
Static SOAR playbooks are dead weight — written for yesterday's threats, broken by today's. AuraXP™ generates and executes incident response playbooks dynamically, in real time, for every unique threat.
· 8 min read · Dynamic Playbooks, AuraXP™, Autonomous Response, Spharaka Sphere™