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Thoughts on building software that lasts

Insights on web development, design, Laravel, the TALL stack, and building software that matters.

Featured · From the blog

Cloudflare Turns On Visitor Tracking By Default. Here's How To Check.

Cloudflare quietly started enabling Web Analytics on free domains, injecting a tracking beacon without an opt-in step. Here's what site owners should verify.

Pixelworx · Aug 17, 2026 · 5 min read
18 results in AI Development
A candlestick trading chart on a screen showing rapid ups and downs, standing in for the fast-moving ticker of AI model releases
· 6 min read

A Record-Breaking AI Model Dropped Yesterday. I Told My Clients to Do Nothing.

Anthropic shipped its fourth frontier model in under two months. Here is why chasing each release is the wrong move for most businesses, and what to build instead.

AI Development Business Strategy Buying Decisions
A laptop displaying code beside a notebook and a cup of coffee, representing the practical work of choosing and deploying software
· 7 min read

Kimi K3 Is the AI Model Businesses Can Download. That Changes the Question.

Kimi K3 is a new AI model from China that will soon be downloadable. For businesses, the real question is what owning the model changes.

AI Development Custom Software Business Strategy
A person pausing with a pen in hand over a hand-drawn page of layout sketches, working a problem out before committing to an answer
· 6 min read

AI Didn't Make People Wrong. It Made Them Stop Saying "I Don't Know."

A new five-experiment study found AI access nearly eliminated people's willingness to admit uncertainty, cut accuracy to a third, and doubled confidence. Here's what that means for how you run your business.

AI Development Business Strategy Decision Making
A packed nighttime concert crowd with hands raised toward a bright, loud stage, a stand-in for the noise of AI hype
· 6 min read

I Use AI Every Day to Ship Software. The Hype Still Drives Me Nuts.

The loudest AI takes point in opposite directions and both miss the useful part. What actually matters for the software your business runs on.

AI Development Opinion Custom Software
Rows of network cables and servers in a data center, standing in for the cloud storage where an AI coding tool quietly deposits your source code
· 6 min read

An AI Coding Tool Got Caught Uploading Whole Repositories. Here's What Owners Should Ask.

A wire-level analysis found xAI's Grok Build CLI uploads your entire repo, git history, and even secrets by default. The real lesson isn't about one vendor.

AI Development Security Business Strategy
Columns of green code on a dark screen, standing in for the private repository data an AI agent quietly pushed into public view
· 7 min read

An AI Agent Leaked Private Repos From a Public Comment. The Same Trap Is in Most Agent Setups.

GitHub's AI agent leaked a private repo because of a public comment. It's the lethal trifecta, and the same trap sits in most agent setups.

AI Development Security MCP
A close-up of an analog utility meter with spinning dials, standing in for the per-token billing that runs quietly behind every AI feature
· 6 min read

AI Features Are Metered Now. Don't Let the Meter Run in Your Tests.

Every automated test that calls a live LLM costs tokens on every push. Here's how to build AI features so the meter never runs in CI.

AI Development Laravel Testing
A developer working alone at a laptop in a dimly lit room, representing the open source maintainer left to triage a rising flood of incoming security reports by hand
· 5 min read

Anyone's AI Can Find Your Bugs Now. Triage Is the Whole Job.

An LLM can find the same security flaws a researcher would. That quietly breaks the contract software has run on for years, and changes what actually keeps your business safe.

Security AI Development Software Maintenance
Cascading lines of green code on a dark screen, representing the single undifferentiated stream of text an AI model actually reads, where instructions and untrusted data sit side by side
· 7 min read

Your AI Agent Can't Tell Who's Talking. That's Why It Gets Hijacked.

New ICML 2026 research explains why prompt injection is OWASP's #1 LLM risk and can't be patched. Here's what it means before you wire an agent into your business.

AI Development Security MCP
Developer seated at a wooden home-office desk reading code across an iMac and an open MacBook, representing the slow, careful work of reading and refactoring a vibe-coded codebase
· 7 min read

Vibe-Coded Prototypes Are Hitting Production. Here's What Cleanup Actually Looks Like.

AI tools are dumping prototypes into production faster than teams can review them. Here's the cleanup playbook we use on vibe-coded apps.

AI Development Custom Development Prototype to Production
Close-up of a tablet screen showing climbing green chart lines and red and blue bar columns, representing real-time usage and cost metering
· 6 min read

GitHub Copilot Just Switched to a Meter. Your Software Budget Needs to Catch Up.

GitHub moved Copilot to usage-based billing on June 1. Every plan now ships with a fixed AI Credit allowance, and agentic sessions are draining it fast. Here's how it lands on a real software bill.

AI Development Developer Tools Software Budget
Developer working on a laptop at a clean modern workspace, focused on code review and architectural decisions
· 7 min read

Vibe-Coding Isn't the Problem. The Person Holding It Is.

The argument against vibe-coding mostly attacks beginners shipping code they can't read. In experienced hands it's a force multiplier, and judgment is the only thing that has ever separated good output from bad.

AI Development Software Engineering Opinion
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