I Tried to Make AI Writing Sound Human by Banning AI Words Through logit_bias
I tried to make AI writing sound more human with logit_bias, an API setting that changes how likely a model is to select specific…
Read postBlog
Technical notes from real projects
Laravel, AI-assisted development, SaaS, SEO, tooling, and the parts that only show up once software is used by real people. Mostly technical, but not trapped in one narrow lane.
73k readers last year
280+ published posts
Laravel, AI, SaaS, SEO
Latest post
Older posts
Continue browsing the archive.
AI Content Is Great – You’re Just Using It Wrong
People often talk about AI-generated content as if it's all the same thing. It's not. There are two very different ways to use AI…
Read postCold Email Outreach Still Works
Gone are the days of sending thousands of identical messages hoping for a 0.1% response rate. Today's cold email is precise, researched, and personal.…
Read postDigital Marketing for Small Business Owners
Whether you're running a local service business or an online store, your success increasingly depends on how well you can attract and convert customers…
Read postWrap Complex Laravel Migrations in Transactions
Ever messed up a production database with a failed migration? Yeah, me too. Let's fix that. The Basics Laravel's Schema Builder already wraps schema…
Read postAdding Localization Support to Jetstream and Fortify Routes in Laravel
When building a multi-language Laravel application with Jetstream and Fortify, you might notice that the authentication, profile, and team management routes don't automatically inherit…
Read postService Classes and Dependency Injection in Laravel
If you've worked with Laravel, you've probably heard about "service classes" - but what are they really, and what's the best way to use…
Read postHow to Add Custom Fields to Teams in Laravel Jetstream
If you're using Laravel Jetstream for team management, you might want to add custom fields to your teams. However, this isn't as straightforward as…
Read postHow to Rename Your GitHub Project Locally and Remote
Here's how to rename your project both on GitHub and your local development machine. Renaming on GitHub First, let's rename the repository on GitHub's…
Read postWhat is Email Marketing?
The term "email marketing" is too broad and generic to be useful, similar to saying you work "with computers." Let's break down what it…
Read postWTF is Agentic AI?
There's been a lot of noise lately about "agentic AI," with everyone from startups to tech giants claiming it's the next big thing. But…
Read postClaude’s Quality is Dropping – Here’s Why
Claude's performance has taken a noticeable hit lately. I've been using it daily for several months, and the degradation is pretty clear. Let me…
Read postOne Page Websites Make Me Distrust Companies
I have this weird reaction to one-page websites. From a technical and design perspective, they make perfect sense. The navigation is straightforward - just…
Read post