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Insights & Engineering Notes
Notes on software, AI/ML, cloud, and building a technology career.
Company NewsSeptember 16, 20261 min read
LeoTech Opens Applications for the Spring Internship Cohort
Applications are now open for our Software Engineering and AI/ML Research internship programs.
EngineeringSeptember 16, 20261 min read
Securing an API Without Slowing Your Team Down
Security reviews don't have to be a bottleneck. Here's how we integrate them into a normal sprint cadence.
CareerSeptember 16, 20261 min read
What We Actually Look For in a Bootcamp Graduate
Hiring from our own training academy taught us that portfolio depth matters more than course completion.
CloudSeptember 16, 20261 min read
A Practical Guide to Cloud Cost Audits
Most cloud bills have 20-30% of avoidable spend hiding in a handful of predictable places. Here's where to look first.
AI & MLSeptember 16, 20261 min read
Deploying ML Models Without the Drama
Model deployment fails most often from process gaps, not algorithm choice. Here's the checklist we use on every project.
EngineeringSeptember 16, 20261 min read
Why We Default to PostgreSQL Over a NoSQL Database
For most application workloads, a well-modeled relational database beats a document store — here's our reasoning.