One bad line of code might be just one bad line of code. But..

Not every developer should be building a SaaS. Sometimes what a business actually needs isn't a new product. It's for their existing operations to become less complicated.

I found Pi (pi.dev) + SSH extension, which saves me time typing and guessing commands for setting up a new server for my client applications in the cloud. It runs on my local terminal but can run bash commands on the server. open.substack.com/pub/ekkyarma...

How I Manage My VPS With Pi’s SSH Extension

Using Pi’s SSH agent to turn plain‑English prompts into safe, reproducible VPS setups

open.substack.com

We're at a strange moment: AI can write, ship, and deploy software faster than most engineers ever could.

This is how automated scraping replaces manual data entry in a real estate data collection project

Built a simple n8n workflow that automatically screens Upwork jobs for me. It checks if the project matches my skills and is worth applying to, then instantly drafts a personalized cover letter. All scan history & results are saved in Google Sheets.

Most devs building AI apps are making a massive architectural mistake. They try to cram heavy ML logic into Node or Next.js serverless routes. It works for a weekend wrapper, but falls apart the second you need real orchestration.

Hello 👋