Confronting Vault Sprawl And The Risks It Brings
Modern enterprises do not set out to create a maze of credentials, keys, and secrets stores. However, this is the reality most organizations find them…
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Goodhart's Law in Benchmarking: When the Metric Becomes the Target
A benchmark score going up is not evidence that the thing it measures got better. In 2015, regulators found that roughly 11 million diesel cars were r…
Shifting Mobile Security Left: Applying SAST to Android Apps with MobSF
TL;DR — I took an intentionally vulnerable Android application, ran the static analysis engine of MobSF (Mobile Security Framework) via a local Docker…
Autonomous pentesting against Active Directory, without the black box
Active Directory is where most internal compromises happen and where most AI tools give up. Darkmoon runs the AD attack path autonomously and shows ev…
Why evidence matters more than model memory in AI pentesting
An AI finding you cannot reproduce is a liability, not a result. Darkmoon attaches the exact commands and raw tool output to every finding so a human …
78% False Negatives: Your AI Security Scanner Is Gaslighting You
False negatives automated scanning tools are the silent killers in your security posture—they're the critical threats that slip past your defenses wit…
DevSecOps Automation: A Deep Dive into SAST
In the era of Artificial Intelligence as a work buddy, it is imperative that security is enforced as development progresses. It could be tempting to t…
Nation-State Actors Are Now Targeting Your AI Agent's npm Packages
This article was originally published on LucidShark Blog . On June 17, 2026, Microsoft Threat Intelligence published a report attributing a supply cha…
DevSecOps Explained: Embedding Security into Every Deployment
Modern software delivery moves at extraordinary speed. Organizations deploy dozens, hundreds, or even thousands of times each day. While this accelera…
Secret Scanning in CI: What Pre-Commit, Pull Request, and Main Branch Each Actually Catch
A teammate pastes an AWS access key into a PR comment to "debug quickly." Another commits .env.production because .gitignore was wrong on a new micros…
End-to-End GitHub Security Hardening Guide for Organizations
GitHub is not just a source code platform anymore. For most engineering organizations, GitHub is part identity system, part software supply chain, par…
AI Security Scanning Tools in 2026: Snyk vs Semgrep vs OX Security — Real False-Positive Rates Tested
AI Security Scanning Tools in 2026: Snyk vs Semgrep vs OX Security — Real False-Positive Rates Tested If you're still manually reviewing security scan…
Building Agentra, An Enterprise AI Engineering Control Plane for Secure Coding Agents
Open source repository: https://github.com/arijeetganguli/agentra PyPI: https://pypi.org/project/agentra/ AI coding agents are becoming part of everyd…
The Agent That Created 107 PRs (And Why That Was the Problem)
The Agent That Created 107 PRs (And Why That Was the Problem) One of our leaders has a way of framing AI initiatives that I find genuinely useful. Thr…
DevSecOps Pipeline in a Day: Automated Security from Commit to Deploy
Security that happens after deployment is already too late. By the time a quarterly penetration test discovers hardcoded secrets, vulnerable container…
Why Strict "Zero Trust" Breaks Secret Management (And How We Built a Zero-Persistence Vault Instead)
This is a technical deep dive into the cryptography behind Ennote's enterprise architecture. You can read the original full-length post on our enginee…
Vulnerability Remediation Prioritization — How to Handle Hundreds of CVEs Without Getting Overwhelmed
You just ran a dependency scan and the report shows 133 vulnerabilities. 34 are Critical. 68 are High. The dashboard is red, the backlog is exploding,…