📰 Dev.to · Bala Paranj

Each scanner checks one resource correctly. Each check passes. The system is breached anyway, because three passing checks composed into an attack path none of

Six classes of cloud security violations are detectable from configuration structure alone — no tags, intent declarations or setup. Formal verification asks 'wh

Every compliance framework says 'encrypt at rest.' No framework says 'don't encrypt everything with the same key.' Twenty-three resources sharing one KMS key al

Every scanner tells you what's misconfigured. None tells you whether the misconfiguration is exploitable, one change away from exploitable, or just noise. The d

Mapping every in-scope recommendation from CSA's 'Preparing Your Networks for the AI Storm' to automated configuration checks — 13 of 13 covered.

✓ Human-authored analysis; AI used for formatting and proofreading. s3:ListBucket does not return...

Firefox, Shopify, and GitLab all had subdomains taken over by attackers. Different hosting providers. Different organizations. Same root cause: a DNS record poi

The strongest case for not using formal configuration verification and where the argument breaks

✓ Human-authored analysis; AI used for formatting and proofreading. Four AWS CLI commands. No...

The CSA surveyed 500 experts on cloud security's biggest problems. Here's how Stave addresses nine of them and why it honestly can't address the other two.

✓ Human-authored analysis; AI used for formatting and proofreading. In 2018 Spencer Gietzen at...

Scott Piper's twenty-year history of cloud security maps four eras — Foundational, CSPM, CNAPP, AI. Each era introduced new tools. Every tool produces signals.

There's a discipline that forces you to state what each tool does — not what it claims, but the direct action it performs on its direct object. Applied to six c

Delivery teams have five metrics that predict outcomes. Security teams have finding counts and compliance percentages. The same five metrics, applied to posture

✓ Human-authored analysis; AI used for formatting and proofreading. On July 9, 2026, AWS...

Why scanning individual resources can never prove a system is secure. The 50-year-old formal result that explains the structural limitation of every cloud secur

Cloud security scanners find attack paths. Almost none of them answer the harder question: what is the smallest set of changes that eliminates all of them? Ford

Every cloud security scanner evaluates snapshots of a distributed system. Almost none of them reason about whether the snapshot is temporally consistent. Lampor

Most cloud security tools check settings one at a time. The breaches come from how settings combine. The maintainers of the best open-source scanner have been s

Organizations are drowning in 'Critical' CVEs in container images, most of which are never exploitable. The scanner found a vulnerable library. The application

Zero Trust says 'only allow required network flows.' Nobody declares which flows are required. So the industry compares what's allowed against what's observed a

Every framework mandates least privilege. Every organization fails at it. Because the principle assumes an artifact that doesn't exist: a machine-readable decla

We keep reaching for probabilistic tools on problems that have a definite answer, and deterministic tools on problems that don't. Snowden's framework names the

Jen Easterly correctly identified that cybersecurity is an aftermarket for software quality failures. Then she celebrated an AI that makes the aftermarket faste