Tag: Startups

Web Development Oct 16, 2026 • 4 min read

Why I Finally Stopped Pretending My Notes System Works, and What I Learned Testing Seven AI Tools

Three months ago, I realized I had notes scattered across four different apps. Meeting summaries lived in one place, project ideas in another, code snippets in a third, and half my technical decisions were just... gone. The irony hit me hard: I build full-stack applications for a...

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Claude Startups

Web Development Oct 13, 2026 • 5 min read

I Built a Lovable App and Learned the Hard Way: PWA Doesn't Mean Mobile App

Three months ago, a client came to me excited. They'd built their product in Lovable, a scheduling tool for small service businesses, and wanted it "on the App Store by next week." I remember the exact feeling: that sinking moment when you realize the person across from you has a f...

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Startups UI Design

Web Development Oct 10, 2026 • 4 min read

I Stopped Pretending Kubernetes Is Just About Running Containers at Scale

Two years ago, I deployed my first "production" Kubernetes cluster. It was a disaster waiting to happen, and it didn't even know it. I had pods running, services routing traffic, and everything *looked* fine until 3 AM when a memory leak took down half the cluster because I never...

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Startups AWS

Web Development Oct 7, 2026 • 4 min read

I Gave Away My Code for Free, And Watched Someone Else Get Rich From It

Last year, I open-sourced a utility library that solved a real problem I'd been wrestling with in production. The documentation was solid, the code was clean, and I released it under MIT because that's what developers do, right? We share. We build in public. We contribute to the...

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LLM Startups

Web Development Oct 6, 2026 • 5 min read

Why I'm Finally Comfortable Letting AI Make Financial Decisions (Sort Of)

I spent three years building payment systems before I convinced myself that machine learning had no business near refund logic. I'd seen too many startups deploy models that either rejected legitimate claims out of pure statistical conservatism or approved fraud because the train...

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LLM Startups

DevOps & Cloud Sep 26, 2026 • 5 min read

The Day I Realized My CI/CD Pipeline Was Quietly Bleeding Money

I spent three years assuming my deployment infrastructure was someone else's problem. I'd push code to GitHub, a pipeline would spin up somewhere in the cloud, and a few minutes later my app was live. It felt magical. It wasn't until I joined a team where the DevOps costs were ac...

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Startups AWS

DevOps & Cloud Sep 25, 2026 • 4 min read

Stop Learning Kubernetes Before You've Actually Built Anything With Docker

I made this mistake three years ago, and I'm still annoyed at myself about it. I spent two weeks grinding through Kubernetes tutorials, watching videos about pods and deployments, setting up a local kind cluster, and feeling progressively more confused about why everything felt s...

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Startups Career Growth

Web Development Aug 31, 2026 • 4 min read

Why I'm Rethinking How We Bill LLM Work at Scale

I got a message from our finance team last week asking why one batch summarization job cost 3x more than another, even though they processed similar data. I couldn't answer them without digging through logs for twenty minutes. That's when I realized we've built the entire LLM int...

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Startups LLM

Web Development Aug 27, 2026 • 5 min read

Stop Hiding Behind "Cloud is Easier": The LLM Architecture Decision I Actually Had to Make

Last month, a client asked me to build a document analysis feature for their compliance platform. They wanted AI-powered categorization of sensitive financial documents. My first instinct? Spin up Claude API, done in an afternoon. Then their legal team said: "Nothing leaves our s...

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Claude Startups

Web Development Aug 24, 2026 • 5 min read

I Built a Private Health App in the Browser, And I'm Actually Impressed It Works

A few months ago, a friend asked me to help build a health logging app for his startup. My first instinct? Spin up a Node backend, throw it on AWS, use some managed LLM API. Standard playbook. Then he mentioned the regulatory requirements, the compliance overhead, and the fact th...

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Startups AWS