Mojtaba Karimiabdar
Python & AI Developer | Automation, Scraping, AI Chatbots
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Everyone is shipping AI agents right now. Almost no one is testing them — and that is the whole problem.
A demo agent and a production agent are different animals. The demo works because you walked it down the happy path. Production breaks on the paths you never imagined.
A real...
Most AI automations don’t fail at the model. They fail the second time you run them.
The demo always looks great: feed it data, get a clean answer, everyone’s impressed. Then it goes live — and a webhook fires twice, a lead gets messaged twice, a row gets processed twice....
Your AI or automation passed every test. Is it ready to ship?
In October I ran 9 of my own projects live, on real data. 9 real bugs showed up after every automated test had passed. So I wrote down the 12 tests I now run before anything ships, and made them a free 3-page PDF.
Three...
Still checking competitor prices by hand? I built a price tracker, and a real run caught 3 bugs my tests had missed.
What it does:
Paste a product URL: it scrapes the price, stock and rating.
Every scrape is saved, so you get the full price history, not just today's number.
Each new...
WhatsApp chats piling up at a small business? I built an AI assistant that handles them, with 3 rules it never breaks.
Answer only from the business's own documents, and show the source.
If the answer isn't there, it says so and offers a person. No guessing.
Book appointments step...
