Agent Context Storage Architecture
Storage architecture determines whether AI agents scale beyond pilots or stall in production.
Talia Ford
Section
Features
11 stories in Features.
Comparing S3, GCS, Azure Blob, and R2
The real differences hide in your monthly invoice and minimum retention penalties.
Lucia Park
How Byte-Range GETs Speed Up Large S3 Downloads
Parallel range requests amortize S3's fixed latency cost across simultaneous fetches.
Priya Kaur
What Is an S3 Bucket and How Do Teams Actually Use One
AWS S3 stores half a trillion objects, but teams often miscalculate costs and hit latency walls.
Diego Zola
Stop Syncing and Start Mounting: A Smarter Alternative to aws s3 sync
Mounting S3 as a filesystem beats syncing for large, frequently accessed datasets.
Elias Bergström
Amazon EBS vs EFS: Where Does an S3-Compatible Option Fit In?
Each storage service excels in different scenarios: know which one fits your architecture.
Nico Devi
12 AWS Products for Slashing Costs
S3-backed storage and compute discounts slash infrastructure spend before runway runs out.
Vera Marchetti
How do I do EFS on Other Clouds?
Compare AWS EFS with managed file storage alternatives on Google Cloud, Azure, and Oracle Cloud.
Elias Marchetti
What is Lustre? And When Should You Use Something Simpler?
Lustre powers HPC but struggles with cloud elasticity; here's when simpler alternatives win.
Nico Yamada
Storage in AWS versus GCP
AWS excels with breadth and existing expertise; GCP wins on egress costs and simplicity.
Julian Kowalski
How to build the right storage for your AI agents
Treating storage as infrastructure rather than cognition will break your agent in production.
Omar Lindqvist