Recent Articles

Black Hat USA 2026 was this week in Las Vegas. I covered 13 sessions, briefings, and demos across four days. The theme that ran through almost every conversation: agent identity and access governance is no longer a future problem. It's happening righ...

A lot of the browser 3D talk here defaults to three.js, and for good reason, but it is a rendering library rather than an engine and the gap shows up the moment you need scenes, physics and a build pipeline. This is a short breakdown of where PlayCan...

You have spent months, maybe years, building your search rankings. Your product pages show up on page one. Organic traffic is actually converting. Then you decide to migrate to Shopify, and suddenly everyone around you starts saying things like "you ...

Understanding the OWASP Top 10 with Real-World Examples Web applications have become the backbone of modern businesses, handling everything from online payments and customer accounts to healthcare records and enterprise data. As applications grow m...

Every experienced developer has encountered it: a piece of code that looks completely irrational. A mysterious workaround. A feature nobody uses anymore. A subsystem everyone is afraid to touch. The first instinct is usually simple: "Who thought thi...

Why APIs Need Different Protection Web form attacks SQLi, XSS target HTML endpoints. API attacks are different — they exploit JSON bodies, GraphQL queries, auth tokens, and rate limits. Your API needs protection that understands these attack vector...

Week 1: The Scanner Flood Within 24 hours of going live, the WAF started blocking automated scanners. Not targeted attacks — just internet background radiation hitting anything with a public IP. Week 1 stats: Total requests inspected: ~180,000 B...

Introduction Every learning journey begins with a single decision. For me, that decision was to step into the world of Data Analytics—a field that combines problem-solving, business understanding, and technology to transform raw data into meaningf...

A year ago, the question was: "How do we build AI Agents?" Today, it's: "How do we justify what we have built?" Many organisations have moved beyond AI prototypes.  The challenge is no longer building an AI agent, it's proving that it cre...

Introduction Your first React component doesn't need to be complicated. In fact, the biggest mistake beginners make is trying to build something too ambitious right away and getting stuck on concepts they haven't learned yet. We're building someth...

You've built your Next.js app, it looks great, it works great — and then you share the link on Twitter or Slack and it shows up as a bare, ugly URL with no title, no image, nothing. Or worse, Google indexes your page with a title that just says "Home...

Building Production LLM Agents That Actually Ship: Lessons from 10+ Years in the Trenches Tool-calling agents, RAG pipelines, and the automation stack that turns "AI demo" into "AI in production" — and why I'm opening up for new projects. The gap...

The modern tech landscape is a fiercely competitive arena. While a strong academic background, a solid portfolio of personal projects, and relevant work experience remain fundamental, they are increasingly becoming table stakes. To truly differentiat...

At a joint media roundtable at Black Hat, Accenture's global cyber intelligence lead Ryan Whelan and Google Threat Intelligence's John Hultquist described an incident that's become a kind of Rorschach test for the security industry this summer: a coo...

> This is Part 2 of the Directus + Coolify series. If you're new here, start with "Secure Your VPS Before Hackers Do" and the first Directus + Coolify post — the bundled, single-Compose-file setup — before following along with this one. Introduction...

A support model picks refundorder, fills the schema, validates clean, and pushes $54 to the right account. The user asked about $5,400. Tool selection scored 1.0. The arguments passed schema validation. The number was off by an order of magnitude, an...

Cricket data is no longer used only to show scores. It now powers fantasy games, live scoreboards, match centres, player stats, sports media pages and the next generation of fan experiences. Introduction Cricket has always been a numbers-rich sport...

You've done it. You're finally done building the website or application you've been working on for quite a while. Proud and elated, you go to share this on your socials or to your buddies — uh oh, what's this now? The preview in WhatsApp shows no hea...

Brett Johnson opens most rooms the same way: by telling them exactly who he used to be. The U.S. Secret Service once called him the "original Internet Godfather," a title he earned the hard way. He built and ran Shadow Crew, an early organized cyberc...

Sean Murphy spent nearly a decade as an F5 customer, running security at BECU and, before that, Premera Blue Cross, both in Seattle, before joining F5 itself this year as Field CISO. That vantage point shapes how he talks about the shift AI has force...