A still from my first Developer's meetup
24 Aug 2026
In this moment:
Ujjwal Kumar Singh
Yesterday was one of those moments where I found myself in a room full of developers and was probably the only tester there.
I was speaking about Property-Based Testing with Hypothesis at the SciPy India Ć Rust Delhi meetup, and one example stayed with me. We tested the simple assumption that an average should always lie between the two numbers.
Hypothesis pushed the inputs to around 8e307 to 9e307, where floating-point addition can overflow. The sum becomes infinity, and suddenly our perfectly valid property fails.
The math was right. We had just reached the limit of the machine.
A nice reminder that sometimes the most interesting bugs hide behind things we assume are obvious.
Ujjwal Kumar Singh
SDET @ Skeps
He/Him
Hi, Iām Ujjwal, a software tester and quality advocate. Exploring how quality works beyond tools and into systems, decisions, and trade-offs.
Substack: https://substack.com/@beinghumantester
Open To
Speak
Write
Podcasting
Teach
Work
Sign in
to comment
Get enterprise service virtualization for complex systems, realistic behavior, and AI-assisted workflows.
Explore MoT
What I learned about influence by becoming a stakeholder
Boost your career in software testing with the MoT Software Testing Essentials Certificate. Learn essential skills, from basic testing techniques to advanced risk analysis, crafted by industry experts.
Debrief the week in Quality via a community radio show hosted by Simon Tomes and members of the community