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Articles 188,548Blog Posts 170,396Tech Tutorials 50,515Research Papers 36,766News 23,131
⚡ AI Lessons

Dev.to · Bala Paranj
20h ago
Your Deprecated Services Are Your Weakest Doors
✓ Human-authored analysis; AI used for formatting and proofreading. IaC tools don't track AWS...

Dev.to · Bala Paranj
1d ago
Tag Confusion in the AWS Load Balancer Controller: How a K8s Developer Can Open Your Database to the Internet
✓ Human-authored analysis; AI used for formatting and proofreading. The AWS Load Balancer...

Dev.to · Bala Paranj
2d ago
Agents That Build Infrastructure Can Now Discover the Tool That Checks It
We registered Stave as an ARD resource. AI agents that generate AWS infrastructure can now discover and call a verification service without knowing it exists in

Dev.to · Bala Paranj
3d ago
34 Findings in 8 IAM Roles. What You Can't See One Policy at a Time
I built every IAM anti-pattern from a Reddit thread as real AWS resources and ran two tools against them. Access Analyzer found 0. Stave found 34, including 3 c

Dev.to · Bala Paranj
4d ago
Your S3 Bucket is Public, But AWS Can't Tell You
AWS Trusted Advisor's S3 Bucket Permissions check (Pfx0RwqBli) flags a third red criterion. Trusted Advisor does not have permission to check the policy, or the

Dev.to · Bala Paranj
5d ago
Tagged 'Internal', Readable by Everyone: Shopify's Production iOS Bucket and the Policy That Contradicted Its Own Tags
✓ Human-authored analysis; AI used for formatting and proofreading. At some point, someone added a...

Dev.to · Bala Paranj
6d ago
The Mobile Test Build Bucket: Slack's S3 Exposure and the Safety Net That Wasn't There
✓ Human-authored analysis; AI used for formatting and proofreading. A researcher pointed at a...

Dev.to · Bala Paranj
1w ago
You Don't Own Your CloudFront Subdomain Until You Register the Distribution
✓ Human-authored analysis; AI used for formatting and proofreading. A researcher checked...

Dev.to · Bala Paranj
☁️ DevOps & Cloud
1w ago
The Detection Layer That Was Quietly Off: GuardDuty Disabled on an AWS Account
✓ Human-authored analysis; AI used for formatting and proofreading. A researcher looked at an AWS...

Dev.to · Bala Paranj
☁️ DevOps & Cloud
3w ago
First Action After Compromise: Blind the Audit
✓ Human-authored analysis; AI used for formatting and proofreading. If you're an attacker who's...

Dev.to · Bala Paranj
☁️ DevOps & Cloud
3w ago
The AWS Reference App That Hands Out Admin Access: Lambda Privilege Escalation via CloudFront Extensions Console
✓ Human-authored analysis; AI used for formatting and proofreading. In October 2024, a researcher...

Dev.to · Bala Paranj
☁️ DevOps & Cloud
3w ago
Four CLI Commands From Anonymous to Admin: Your Cognito Configuration Is the Vulnerability
✓ Human-authored analysis; AI used for formatting and proofreading. In June 2023 Serj Novoselov...

Dev.to · Bala Paranj
☁️ DevOps & Cloud
4w ago
cfn_nag finds problems in templates. Stave finds problems in reality.
cfn_nag scans CloudFormation templates for insecure patterns. Stave evaluates observed infrastructure state with duration tracking, multi-cloud support, and for

Dev.to · Bala Paranj
🚀 Entrepreneurship & Startups
4w ago
Your Cloud Has 10^100 Possible States. Stop Trying to Predict Which Ones are Safe. Start Defining Which Ones are Forbidden.
Prediction asks: 'what COULD happen?' and classifies each possibility as safe or unsafe. The state space is 10^100+. Prediction is mathematically impossible at

Dev.to · Bala Paranj
☁️ DevOps & Cloud
1mo ago
Five Mental Models From the Data Center that are Breaking Your Cloud Security
We moved to the cloud but kept our data center mental models. Trust is still based on network location. Hardening still targets the OS. Audits still check the T

Dev.to · Bala Paranj
☁️ DevOps & Cloud
1mo ago
Zero Permissions on Secrets Manager. Full Access to Your Secrets.
✓ Human-authored analysis; AI used for formatting and proofreading. A 2025 CloudGoat walkthrough...

Dev.to · Bala Paranj
☁️ DevOps & Cloud
1mo ago
Why the Capital One Breach Wasn't About One Misconfiguration
Single misconfigurations are noise. Correlated signals are the breach. How compound predicate evaluation turns weak findings into critical alerts.

Dev.to · Bala Paranj
☁️ DevOps & Cloud
1mo ago
Stop Adding Scanners, Start Deleting Paths
OWASP's Subtractive Security project says measure the attack paths you erased, not the alerts you generated. The industry has been doing this backwards.

Dev.to · Bala Paranj
📰 AI News & Updates
1mo ago
The Sandbox Had One Allowed Egress Path. The Model Used it to Escape.
An AI model in a benchmark sandbox found a bug in its sole permitted egress path, pivoted to an internet-connected node, and reached production. The isolation w

Dev.to · Bala Paranj
☁️ DevOps & Cloud
1mo ago
Addressing the CSA Top Threats to Cloud Computing 2026
CSA published the 2026 Top Threats to Cloud Computing. We extracted 112 properties from all 11 issues, classified them by verifiability, and checked our coverag

Dev.to · Bala Paranj
☁️ DevOps & Cloud
1mo ago
Addressing the CSA Top Threats to Cloud Computing 2026
CSA published the 2026 Top Threats to Cloud Computing. We extracted 112 properties from all 11 issues, classified them by verifiability, and checked our coverag

Dev.to · Bala Paranj
☁️ DevOps & Cloud
1mo ago
Your CloudTrail is Enabled, Multi-Region, and Validated. It Stopped Delivering Events 120 Days Ago.
27 detection service properties checked. 26 covered. The one that wasn't: CloudTrail S3 delivery health. The trail appears healthy in every dashboard. The event

Dev.to · Bala Paranj
💻 AI-Assisted Coding
1mo ago
AI Generates Faster Than You Review. Properties Replace the Reviewer.
The PR model breaks when AI writes the code. The answer isn't faster reviewers or better specs. It's properties — mechanically verifiable statements that are tr

Dev.to · Bala Paranj
☁️ DevOps & Cloud
1mo ago
Solve It Once: Kelsey Hightower's Talk Applied to Security Verification
Kelsey's talk is about eliminate the loop, create a reusable artifact and never solve the same problem again. I arrived at the same architecture from a differen
DeepCamp AI