baegll.github.io
/ index
Software Engineer - Amazon
Software Engineer
Natalie
Johanek
Distributed Systems
Low-latency APIs
Developer Tooling
System Observability
Customer Experience
Current role
SDE I - Amazon
Location
Austin, United States
Focus area
Distributed Systems
Outside work
Fencing Coach
Latest Writing
All posts ->
Context Management: Getting Better Responses from AI
Practical techniques for managing context windows when working with large language models.
Apr 2026
About
A bit
about me.
I'm a Software Engineer at Amazon working on distributed systems for last-mile delivery. I build low-latency APIs under strict SLAs, architect data pipelines, and care deeply about developer tooling and system observability.
Outside of work, I coach competitive fencing, run tournament operations, and write about software. I studied Computer Science at the University of North Texas with a minor in Mathematics.
Employer
Amazon
Role
Software Engineer I
Domain
Distributed Systems
Education
CS + Math - UNT
Outside work
Fencing Coach & TO
Currently reading
Designing Data-Intensive Apps