How We Used FalkorDB to Make a Security Alert Explain Itself
Our entry for Graph Hacks by WeMakeDevs × FalkorDB The problem: an alert with no context A security analyst might see hundreds of alerts a day. One…
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Your Voice Agent Is Not Working Until the Business Outcome Is Proven
A Voice Agent Is Not Working Until the Business Outcome Is Proven Most voice-agent dashboards answer the easiest questions: Was the call connected?…
How I Used FalkorDB to Trace Software Security Risks in Warden
You’re right—you want the article body , based on the actual README. Use the title separately, then paste everything under Post content into Dev.to.…
One Password Shut Down a US Fuel Pipeline
In May 2021, Americans were filling plastic bags with gasoline. Panic buying. Lines wrapped around the block. A regional state of emergency declared…
Data Sovereignty and Open Architecture in Government Platforms: Design Principles
Designing digital platforms for the State comes with a constraint that barely exists in the private sector: today's technical decisions shape the so…
Email Verification Logs Need a Privacy Contract
Email verification is usually discussed as a delivery problem: did the message arrive, did the link work, and did the user finish signup? In product…
How I Built a Strict SOC2 Compliance Gate in Jira using Atlassian Forge & KVS
If you've ever gone through a SOC2 audit, you know the drill. Auditors want proof that every piece of code deployed to production went through a pee…
Your Firewall Already Saw the Attack: Bringing AI Detection to Network Logs
Endpoint agents are good at seeing what happens on a machine. But a lot of an attack happens between machines: the scan that finds an exposed servic…
A secure NestJS + Prisma API starter, piece by piece
Most NestJS tutorials stop at nest new and a controller. The part that takes time is everything that wraps the controllers: security headers, a CORS…
Continuous Security Testing for Small Teams: What to Test, How Often, and Who Owns It
Small teams rarely have a security department. They have a few developers, maybe a team lead, and sometimes an MSP that looks after the infrastructu…
Spoofing WiFi MAC Addresses with a Windows Kernel Driver
1. What a MAC address is A MAC address is six bytes. Convention writes them as hex pairs separated by colons: A4:5E:60:C3:1B:07 The first three byte…
BlastShield AI: an evidence-first incident commander built on FalkorDB
The safest cloud response starts with a path, not a prompt BlastShield AI: an evidence-first incident commander built on FalkorDB When a cloud incid…
Zero Trust, explained without the buzzwords
"Zero Trust" might be the most abused phrase in security. Every vendor slaps it on a box and charges you extra for it. Let me strip the marketing of…
How to Isolate Contract Evidence by Tenant: Retrieval Checks That Survive Review
Short answer: make tenant scope a signed, server-derived capability that every retrieval stage consumes, then prove isolation with adversarial tests…
Stratum - AI Security Triage Agent (Graph Based)
Stratum: the agent that finds the route, closes it, and proves it By Jayanth A. Nandeesh · Graph Hacks: Context for AI Agents · Track 1, Agents That…
Cross-Site Request Forgery (CSRF): When a Trusted Browser Becomes an Attack Tool
Imagine logging into your banking application, then visiting a malicious website in another browser tab. Without your knowledge, that website trigge…
Fix the Vaultwarden "HTTPS Required" Secure Context Error
If you start Vaultwarden with a plain docker run -p 8000:80 and open it from another machine, you don't get a login page. You get this: You are not…
Designing AI Governance as a System Architecture
By Jewel Darlington, Chief AI Governance Officer & Founder, Solutions by Jewel An enterprise AI agent receives approval to update a configuratio…
Testing an AI Refund Workflow: Allow, Deny, Modify, and Escalate
A support agent handling a refund might need to look up a customer, submit an amount, and explain why the refund is appropriate. Each step raises a…
Privacy Budgets for Test Email in Web Apps
Email is often treated as harmless test plumbing. In a web application, it is closer to a small data store: messages can contain personal-looking ad…
Threat Prevention Signatures and CVE-2026-0322: What limited Coverage Requires
Threat Prevention Signatures and CVE-2026-0322: What limited Coverage Requires Palo Alto Networks provides Threat Prevention coverage for CVE-2026-0…
Project Gleipnir
Gleipnir: confining AI coding agents on a home Linux workstation A home-lab writeup by Patrick Robinson. Industrial electrician and automation tech…
GitView CodeAudit: Go security reviews that never leave your laptop
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built GitView CodeAudit is a security review for Go b…
AI Daily Digest October 18, 2026: Reflection Opens Beam 501B, Anthropic Replaces Git, TSMC Rides the AI Wave
Seven stories from the past 24 hours, each anchored to at least one official source. This edition keeps circling one theme: when agents do the work,…
Fork pull requests and runner trust: what Gitea's Actions approval fixes change
Fork pull requests and runner trust: what Gitea's Actions approval fixes change A self-hosted forge holds source code, pipeline definitions and the…
Tracing Fraud Rings with a Graph: What I Learned Building with FalkorDB
Banks flag suspicious transactions all day. The hard part isn't the flag—it's seeing what's behind it. Fraud rings can hide in relationships: accoun…
How apps spot an Android emulator (part 1): build props and kernel tells
How apps spot an Android emulator (part 1): build props and kernel tells I spent a few days this month poking at a stock Android emulator to answer…
A date is not a version: strict parsing under OSV ranges
A vulnerability range is a claim about ordering, and it is worth no more than the version parser sitting underneath it. Walk an OSV range's events i…
SecureLocal AI: A Local-First Python Security Auditor for Hacktoberfest Week 2
What I built For Hacktoberfest 2026 Week 2's Side Hustle challenge, I built SecureLocal AI : an offline-first desktop tool for a first-pass review o…
How to Test If Your DDoS Protection Actually Works (Before an Attacker Shows You)
Your CDN dashboard says "attack mitigated". Your origin server says otherwise. One of them is lying, and finding out which one — before a real attac…