****I spent weeks optimizing: performance Lighthouse scores bundle size lazy loading SEO structure …while completely ignoring the thing users actually saw first: The link preview. Not the website itself. The preview card inside: Telegram Discord LinkedIn X Slack Facebook Reddit And after building more browser-based developer tools, I realized something important: A broken or low-quality Open Graph
Building a News Aggregator Without an Engagement Algorithm I have been building a project called WeSearch: https://wesearch.press It is a free news aggregator that pulls from hundreds of sources, keeps discovery mostly chronological, adds source/bias context where available, preserves permanent daily archives, and allows anonymous discussion on stories. The project started from a simple frustrat
A Haystack pipeline can be perfectly wired and still unsafe. The retriever returns documents. Every component did its job. But if untrusted text moved through the pipeline as ordinary context, the trust boundary was lost. That is the problem this post is about. Not bad Python. A valid component connection only says: this value fits the next component It does not say: this value is safe to influen
A deep, opinionated, practical guide for the human running a software business alone. Hard-won lessons, decision frameworks, and the actual mechanics of going from idea → first dollar → first $10K MRR → first $1M ARR — without a co-founder, without a team for as long as possible, and without burning out. If you read only one section first, read §2 Mindset, §4 Validation, and §6 Distribution-First.
Three weeks ago I shipped IndieOps — a free invoicing and client management tool built specifically for freelancers. Here's the honest version of how it went. It handles the boring-but-critical stuff that eats freelancer time: creating professional invoices, collecting payments via Stripe, sending automatic payment reminders, and keeping a client directory. All free. No "upgrade to send more than
I used to send out application after application and hear nothing back. Not a single reply. At first, I thought my resume wasn't impressive enough. So I made it fancier. Added columns. Played with layouts. Tossed in some icons. Still nothing. Then I learned about Applicant Tracking Systems. Companies use software like Lever, Greenhouse, and Workday to scan resumes before a human ever sees them. If
I built Clever Deploy because every time I wanted to ship a small side project, the deploy story turned into a project of its own. 1. Surprise bills. I'd push a side project to a "free tier" 2. Complexity. I've setup Jenkins in Kubernetes for clients - believe me, you don't want that kind of complexity. What I wanted was simplicity and no unexpected bills. A deploy platform with two rules: Click D
When setting up infrastructure for a startup, cost control is not something to “add later.” It has to be built into the foundation from the very beginning. AWS operates on a pay-as-you-go model. That flexibility is powerful, but it also means that a small misconfiguration, an unused resource, or an unexpected traffic spike can quickly turn into a serious bill. On Day 1, we focused on security (roo