Section

CNAPP Operations

How organizations operationalize Wiz, Orca, Cortex Cloud, Defender, CrowdStrike and other cloud-security platforms.

CNAPP Operations

Managing the 10,000-finding surge: Operationalizing Wiz and Orca in the first 90 days

Wiz and Orca rollouts often surface 10,000+ findings in the first month. Here is how mid-market and enterprise teams navigate the gap between visibility and remediation capacity.

Arjun Raval  -  October 7, 2026 · 6 min
CNAPP Operations

Why your CNAPP dashboard is not a remediation strategy

Directly piping CNAPP alerts into Jira or ServiceNow often results in developer friction. Success requires asset ownership mapping and blast radius analysis before a ticket is ever created.

Arjun Raval  -  September 12, 2026 · 7 min
CNAPP Operations

Triage after the rollout: Managing the post-CNAPP backlog without new headcount

A CNAPP rollout often surfaces thousands of critical alerts that existing teams cannot resolve. Here is how to move from detection to remediation in the first three months.

Arjun Raval  -  August 21, 2026 · 6 min
CNAPP Operations

You did not buy a CNAPP. You bought a very expensive to-do list

CNAPP tools are excellent at surfacing thousands of risks, but they lack the mechanism to close them. Here is why the detection-remediation gap persists and how to fix it.

Arjun Raval  -  August 12, 2026 · 6 min
CNAPP Operations

Your cloud tools disagree on 2% of findings, and those are the ones that stall

Conflicting risk assessments across major cloud security platforms force engineers to manually verify findings and stall remediation efforts.

Arjun Raval  -  August 5, 2026 · 7 min
CNAPP Operations

Month four of your CNAPP rollout: coverage is up, closures are flat

Detection velocity in month four of a CNAPP rollout often hits a wall as security teams realize that surfacing a critical finding is not the same as closing it.

Arjun Raval  -  July 22, 2026 · 6 min
CNAPP Operations

One scan, 2,000 hours of engineering work, no extra headcount

Security platforms identify thousands of vulnerabilities faster than engineers can fix them, creating a structural deficit that turns expensive dashboards into shelfware.

Arjun Raval  -  July 17, 2026 · 6 min
CNAPP Operations

Tune your CNAPP so the top 50 findings are the ones an attacker would use

Default CNAPP severity scores often ignore environment context. Effective cloud security operations require tuning alerts for reachability and establishing a dedicated mechanism for closure.

Arjun Raval  -  May 30, 2026 · 6 min
Operator Briefing

The week in cloud remediation, once a week

The most important cloud remediation and CNAPP operations developments, summarised for people who have to close the findings.

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