It's a coding agent that takes a ticket from your tracker, does the work asynchronously, and replies with a pull request. It does progressively understand the codebase. There's a pre-warming step so it's already useful on the first ticket, but it gets better with each one it completes.
The agent itself is done and working well. Right now I'm building out the infrastructure to offer it as a SaaS.
If anyone wants to try it, hit me up. Email is in my profile. Website isn't live yet, but I'm putting together a waitlist.
15+ years building web applications. Former founder of SaaS startup, ecommerce marketplace, and high-traffic blog network. I ship working software and understand what makes a product viable.
15+ years building web applications. Former founder of SaaS startup, ecommerce marketplace, and high-traffic blog network. I ship working software and understand what makes a product viable.
Full Stack Developer & AI Engineer with 15+ YoE. Laravel/Vue.js specialist who also builds with React, Next.js, Python (Django/FastAPI), and Node.js.
I develop SaaS applications, integrate AI (OpenAI/Anthropic/Google APIs, agent orchestration), and rescue struggling projects. Background as a founder (SaaS, ecommerce, high-traffic blogs) means I understand business, not just code.
Available for long-term contracts (20+ hours/week), project-based work, fractional CTO roles, and technical consulting.
Full Stack Developer & AI Engineer with 15+ YoE. Laravel/Vue.js specialist who also builds with React, Next.js, Python (Django/FastAPI), and Node.js.
I develop SaaS applications, integrate AI (OpenAI/Anthropic/Google APIs, agent orchestration), and rescue struggling projects. Background as a founder (SaaS, ecommerce, high-traffic blogs) means I understand business, not just code.
Available for long-term contracts (20+ hours/week), project-based work, fractional CTO roles, and technical consulting.
15+ years building web applications. Former founder of SaaS startup, ecommerce marketplace, and high-traffic blog network. I ship working software and understand what makes a product viable.
I think this might work for smaller codebases, but the main point of my article isn't really about vibe coding. Vibe coded apps are typically smaller anyway, so refactoring isn't that big of an issue there.
When we're talking about actual software that has been around for a while and has accumulated serious tech debt, it's not so easy. I've definitely worked on apps where your described approach doesn't lead to anything viable. It's just too much for an AI to grasp when you have years of accumulated complexity, dependencies, and business logic spread across a large codebase.
Regarding vibe coders specifically: I think people who can't code themselves often don't really know what "cleaner design" or "more reuse" actually means in practice. They can certainly learn, but once they do, they're probably not vibe coders anymore.
Technologies: Laravel, Vue.js, PHP, Statamic, AI integration, database optimization (200M+ records), SaaS architecture, SEO expertise. Also handle WordPress, general web development, and business strategy.
Full Stack Laravel & Vue.js Engineer with 10+ YoE. I build SaaS applications, AI-powered tools, and integrate OpenAI/Anthropic APIs into business applications.
But I really liked the few responses it gave me, highly technical language. Not the flowery stuff you find in ChatGPT or Gemini, but much more verbose and thorough than Claude.
Technologies: Laravel, Vue.js, PHP, AI integration, database optimization (200M+ records), SaaS architecture, SEO expertise. Also handle WordPress, general web development, and business strategy.
Full Stack Laravel & Vue.js Engineer with 10+ YoE. I build SaaS applications, AI-powered tools, and integrate OpenAI/Anthropic APIs into business applications.
It's a coding agent that takes a ticket from your tracker, does the work asynchronously, and replies with a pull request. It does progressively understand the codebase. There's a pre-warming step so it's already useful on the first ticket, but it gets better with each one it completes.
The agent itself is done and working well. Right now I'm building out the infrastructure to offer it as a SaaS.
If anyone wants to try it, hit me up. Email is in my profile. Website isn't live yet, but I'm putting together a waitlist.
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