How to Deploy a Secure Hub-and-Spoke Cluster Across Proxmox LXC
If you are running multiple self-hosted services on a single Proxmox node, leaving them on a default flat network ( vmbr0 ) is a massive security vuln…
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Sole developer on a national SSO platform for six months, with Claude writing most of the code
Solution architect, 17 years in. From roughly March 2026 to July 2026 I was the only hands-on developer on the identity and single-sign-on layer for a…
A Review Checklist Before You Import External AI Agent Definitions
You found a public collection of AI agent definitions — maybe for Claude Code, maybe for Codex — and one looks like the role you're missing. The fast …
How to Verify a SHA-256 Checksum on Windows, macOS, and Linux
How to Verify a SHA-256 Checksum on Windows, macOS, and Linux You download an ISO, installer, archive, or release binary. The publisher provides a lon…
HUQAN: The Deterministic Trust Layer That Tells AI Agents "Wait, I Decide First"
We gave agents tools — but who gets to say "no"? Over the last year or two, the agent ecosystem has grown incredibly fast: LLM-based agents that touch…
Qwen2.5-Coder vs DeepSeek-Coder for Solidity Review: What I Actually See Locally
I keep a folder of ten small Solidity contracts with bugs I planted myself: a classic reentrancy in a withdraw function, a missing access modifier on …
Adding passkey-backed human approval to high-risk MCP actions
AI agents are increasingly able to deploy code, modify infrastructure, query sensitive systems, and initiate financial operations. A conversational “A…
Your AI SOC Agent Has a Task Role. Does It Also Have Your S3 Credentials?
✓ Human-authored analysis; AI used for formatting and proofreading. Agentic security platforms are arriving. ECS-hosted investigation agents that invo…
The 40% Cancellation Trap: Why Agentic AI Projects Die in Production 🪤
Gartner reckons over 40% of agentic AI projects get canned by 2027. Not because the models are bad. Because nobody built the safety net. Okay so that …
Will MCP Become the REST of AI Agents? What Developers Should Watch
AI agents have an integration problem. A useful agent needs access to files, databases, developer tools, search systems, and business applications. Un…
Why I don't use an LLM to secure my LLM
"So you're anti-LLM for security?" No. I'm anti-lazy-architecture. Let me explain the distinction, because it's the core design decision behind the to…
I ran my Solidity scanner on 6 top-audited DeFi protocols. Every 'critical' was a false positive — here's why.
Most Solidity scanners are high-recall, low-precision. They flag 40 things, 38 are noise, and after the third report you stop reading them — so the on…
EU AI Act High-Risk Deadline: August 2, 2026 — What U.S. AI Companies Must Do Now
The EU AI Act's high-risk deadline is August 2, 2026 — 9 days from this article's publication. If your AI system serves EU users and falls under Annex…
Aligning NHI Governance With Financial Services Regulatory Expectations
Aligning NHI Governance With Financial Services Regulatory Expectations Explore how NHI governance, secrets management, and risk framing support regul…
How to Earn $10k+/Year from Bug Bounties
How to Earn $10k+/Year from Bug Bounties tags: security, bugbounty, money, hacking How to Earn $10k+/Year from Bug Bounties: A Practical Roadmap You’v…
The Biggest Security Myth I Believed as a Beginner
When I first started learning about computer security, I thought one thing mattered above everything else: Encryption. I believed that if I picked the…
AI Agent Security Audit: From MCP Penetration Testing to LLM Vulnerability Assessment
AI Agent Security Audit: From MCP Penetration Testing to LLM Vulnerability Assessment The rapid adoption of AI agents and MCP (Model Context Protocol)…
Data, Context & RAG Lineage Governance for Enterprise AI Agents
The RAG Security Gap Retrieval-Augmented Generation (RAG) has rapidly emerged as the foundational architecture for grounding enterprise AI agents in p…
AI Consent Ledger: Stop Voice Agents From Ignoring Revoked Permission
A voice agent can sound polished, respond instantly, and still create a trust incident in one sentence: “Stop calling me.” If that request only update…
AI Governance for Enterprise AI: Why Governance Comes Before the Gateway
Governance decides what AI is allowed to do. The gateway only enforces it. Every technology shift follows the same pattern. A new platform emerges, ea…
The Alpine Mirage: How Upgrading Python Broke My Build and Led to a Truer Security Posture
This is a submission for DEV's Summer Bug Smash: Smash Stories powered by Sentry . The Initial Goal: "Upgrade and Secure" Like many developers, I rece…
Working with Let's Encrypt's Short-Lived tlsserver and shortlived Profile Certificates
Let's Encrypt issues TLS certificates with a 90-day validity period by default. However, as the industry is gradually shortening TLS certificate lifet…
When Did AI Become the New Toy? I Just Got Here.
When building autonomous AI agent systems and high-dimensional generative pipelines, one critical question emerges: How do we guarantee that generated…
How to Audit Your MCP Servers for Security Risks
TL;DR: MCP servers run with significant privileges inside AI agent pipelines, and most teams ship them without any security review. mcp-security-scan …
Different Types of Denial of Service (DoS) Attacks & Their Mitigations
Disclaimer: This article is intended for educational purposes related to cybersecurity, defensive security, and authorized security testing only. DoS/…
Event-Driven AWS Security Automation: Real-Time Detection and Remediation with Terraform and Pulumi
cloudguard-pro is an event-driven AWS security platform that detects and automatically remediates cloud misconfigurations. Seven Lambda functions, a s…
Adversarial Comments Are Now a Vulnerability Detection Bypass Technique
Your LLM-based vulnerability scanner just cleared a PR with a real, exploitable bug in it. Not because the scanner is dumb. Because someone wrote a co…
Fastjson 1.x CVE-2026-16723: Unauthenticated RCE Targeting Default Spring Boot Fat-Jars
Fastjson 1.x CVE-2026-16723: Unauthenticated RCE Targeting Default Spring Boot Fat-Jars 1. Basic Information Article Title : Unpatched Fastjson Vulner…
EU AI Act Enforcement Starts August 2. Who's Governing Your Agents?
EU AI Act Enforcement Starts August 2. Who's Governing Your Agents? By Empire Labs Security Division Published: August 2, 2026 TL;DR — The EU AI Act's…
BloodHound for AI Agents Means We've Officially Given Up Pretending This Is Simple
Two points and zero comments on Hacker News is not a signal of importance. It's a signal that most people haven't figured out yet why this matters. Ag…