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

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Featured · From the blog

Model Drift: When a Newer AI Model Makes Your Workflow Worse

Anthropic says Opus 5.5 is faster, cheaper, and more capable than Opus 5. But my workflows got worse. Better overall does not mean compatible with your workflow.

Lincoln Nail · Sep 23, 2026 · 9 min read
Hand-drawn watercolor wireframe sketches of three different layouts side by side, standing in for the planning that happens before a redesign is measured against real numbers
· 4 min read

How to Know If Your Website Redesign Actually Paid for Itself

Most redesigns get judged on whether people like the new look. Here's the framework for judging whether it actually made or saved you money.

Web Design UI/UX Business Strategy
Two colleagues leaning over a laptop pointing at a line of code on screen, standing in for the moment someone finally goes back and looks at old code nobody has touched in years
· 5 min read

A Temporary Fix That Ran for 12 Years Was Just Retired. Yours Might Still Be Running.

A 174-line PHP patch written in 2014 as a two-week stopgap ended up installed 20 million times. What its retirement this week says about the code your own business quietly depends on.

Software Maintenance Custom Software Small Business
A close-up of a numbered network patch panel with blue and gray ethernet cables plugged into labeled ports, standing in for the standardized connections a stable protocol makes possible
· 5 min read

Laravel's AI Bridge Just Hit Version 1.0. Here's What Actually Changed for Your Business.

Laravel's MCP package hit 1.0 this week. Here's what changed, and what it means for connecting AI assistants to your business software safely.

AI Development MCP Laravel
Rows of server infrastructure with a single highlighted unit among identical units, standing in for a malicious package hidden among hundreds of legitimate ones in a software registry
· 6 min read

OpenAI's Own AI Agents Attacked a Software Registry. It Took Outsiders Four Months to Notice.

An OpenAI agent swarm uploaded hundreds of malicious packages to RubyGems starting in May 2026. Independent researchers found it in September. Here's what that means for anyone running less monitoring than OpenAI.

AI Development Cybersecurity MCP
A person's hands typing on a laptop with abstract glowing network connection lines overlaid, standing in for the orchestration layer now running behind AI agents
· 6 min read

OpenAI's New Agents API Handles the Plumbing. Your Business Still Has to Supply the Judgment.

OpenAI's Agents API automates the hard infrastructure behind AI agents. Here's what it does, what it doesn't solve, and what still separates a demo from a business tool.

AI Development MCP Software Architecture
A wall calendar showing April next to a calculator and a stamped note reading PLAN TAX on a desk, standing in for the date-based rules and calculations that quietly change throughout a business's year
· 5 min read

Your Refund Policy Changed Six Months Ago. Can Your Code Prove It?

Most software encodes business rules as a single if-statement that gets overwritten every time the policy changes. Here's what that costs you and what to build instead.

Custom Software Laravel Business Strategy
A close-up of hands typing on a laptop keyboard with code visible on the screen, standing in for the pull requests now standing in where bug reports used to be
· 5 min read

Laravel's Bug Tracker Just Disappeared. Here's What That Means for Your App.

Taylor Otwell turned off GitHub Issues on most Laravel packages. It's a bigger deal for the businesses running on those packages than for the developers filing PRs.

Laravel Open Source Custom Software
A pair of glasses in sharp focus resting in front of a heavily blurred dual-monitor code editor, standing in for the scrutiny needed to tell a real source from one built only to be cited
· 5 min read

Three Sites Wrote 215,000 Fake Software Reviews. Your AI Assistant Is Citing Them.

A new report traced 7,534 AI citations for 'best software' recommendations. Six in ten pointed at sites most people would never trust on their own.

AI Development Marketing Strategy Business Strategy
A monitor displaying dense, multi-panel terminal and system log output in a dark room, standing in for the exception logs quietly recording more than most developers realize
· 4 min read

Your Error Logs Have Been Quietly Storing Customer Data. Laravel Just Shipped the Fix.

Laravel 13.27 lets you mask query bindings in exception messages. Here's why that setting exists, and what's probably already sitting in your logs.

Laravel Custom Software Maintenance
A team of colleagues shaking hands over a table full of laptops and tablets, standing in for the vendor acquisitions that can quietly change who owns the AI tools a business depends on
· 5 min read

Your AI Vendor Could Get Bought Tomorrow. Make Sure It Wouldn't Matter.

Nvidia's reported $13B bid for Hugging Face is a reminder that the AI vendor you built on can change owners overnight. Here's how to make that a non-event.

AI Development Business Strategy Third-Party Integrations
A padlock icon overlaid on a laptop keyboard, standing in for the authorization boundary an AI agent needs before it can touch a customer's account
· 4 min read

AI Agents Don't Know Whose Data They're Looking At. You Have to Tell Them.

A developer tested AI agents against cross-customer data attacks in a fake storefront. The blocking happened in the right places for the wrong reasons. Here's what actually stopped the leaks.

AI Development Security Custom Software
A laptop screen showing a code editor with syntax-highlighted PHP, standing in for the application code where real guardrails live
· 5 min read

The Best AI Coding Guardrail Isn't a Prompt. It's Code the Model Can't Override.

Laravel Tackle enforces AI agent limits as PHP, not instructions. That design choice matters more than the package itself.

AI Development Custom Software Laravel
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