Case Studies
Case studies and tutorials
Case notes and simple tutorials on search, monitoring, lookup, and other practical Twitter/X workflows.
Our Python Twitter scraper worked for one night. It was a bad weekly workflow
We started with a Python Twitter scraper for a quick test. This case note explains why the weekly workflow became fragile and why we moved the repeated search part to TwtAPI.
We only needed tweet search. We got stuck on API key and bearer token setup first
We only needed a simple tweet search workflow. This case note explains where API key and bearer token setup slowed us down and how TwtAPI helped us move faster.
We only needed a small Twitter workflow. The pricing discussion got bigger than the job
This case note covers a simple Twitter/X workflow, where the pricing discussion went in circles until the team defined what it actually needed from TwtAPI.
We started with a small Node.js Twitter monitor. Then we simplified it
We first tried monitoring with a small Node.js Twitter script. This article explains what broke when the workflow became recurring and how TwtAPI simplified the search part.
We kept asking whether Twitter API was free. The real issue was how to test the workflow cheaply
This small-team case note explains why the question “is Twitter API free?” was really about how to test a workflow cheaply and when TwtAPI became the better fit.
A startup only needed Twitter search and lookup for one sprint. TwtAPI kept it small
This startup case note covers a small product sprint where the team only needed Twitter/X search and lookup quickly, and used TwtAPI to avoid turning setup into the whole project.
How we turned tweet search into a simple weekly monitoring workflow
This article explains a simple weekly monitoring workflow built around TwtAPI tweet search, including how the team kept the queries stable and the review useful.