Insights

Practical notes on Salesforce security, threat hunting, and building software that holds up under pressure.

AI vulnerabilities and security: how AI will reshape corporate cyber risk

A research-grounded briefing on why the model can no longer be the security boundary — the AI attack surface, the principal vulnerabilities, the global regulatory picture, and a practical control architecture. Cites NIST, MITRE, OWASP, ENISA, and more.

22 min readFeatured

AI Readiness

Why most companies aren't ready for AI — and how bad data will sink their projects

A research-backed look at why up to 95% of enterprise AI pilots fail, why unready data is the common thread, and what readiness actually requires. With stats from Gartner, MIT, RAND, Cisco, and S&P.

15 min readFeatured

Salesforce Security

A practical Salesforce security checklist

Ten high-impact controls every Salesforce org should verify — from the sharing model to guest-user access and Apex CRUD/FLS.

10 min readFoundations

Threat Hunting

Threat hunting in Salesforce with Event Monitoring

How to move from passive alerting to proactive hunts using Salesforce event logs, and the anomalies worth looking for first.

8 min readDetection

Automated Testing

Why automated testing is a security control

Test coverage isn't just about quality. Here's how Apex and LWC test automation quietly reduces your security risk.

6 min readQuality

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