Scaling AI Code Review Without Scaling Your AWS Bill

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BLOGS

Vladimir_stairs.png December 16, 2025

MVP: PostgreSQL on AWS in 10 Minutes

A lot of MVP teams pick PostgreSQL because it’s familiar, powerful, and boring in the best way. Then they open the AWS console, click through defaults, and accidentally create a database that’s hard to secure, annoying to operate, and painful to make audit-friendly later. In our work …

fivexl-newsletter-white-logo.png December 1, 2025

FivexL Newsletter, November 2025

November was a busy month for us. We published two blog posts, our co-founder Andrey Devyatkin recorded a new podcast episode, and we pulled together a list of articles our teammates shared internally in Slack. December is already moving fast, and Christmas is just around the corner. Before everyone …

AWS-Partner.png November 13, 2025

AWS Account Setup for Startups: Security and Cost Control Step by Step

If you’re building an MVP on AWS - especially in healthcare or fintech - the account setup decisions you make in week one will determine how easy or hard your first audit is. This guide covers the minimum viable AWS foundation: the security, cost, and compliance controls that every startup …

AWS-outage.png October 28, 2025

Building Resilience into SSO Elevator 3.1.0: Lessons from an AWS Outage

How a real AWS outage revealed hidden dependencies in SSO Elevator and led to version 3.1.0 with improved resilience through intelligent S3 caching. A practical guide to engineering for failure.

Lesha.png February 19, 2025

Unexpectedly Hard: Overcoming Pitfalls in aws_acm_certificate setup

Encountering the “Invalid for_each argument” and “UnsupportedCertificate” errors when configuring AWS ACM certificates via Terraform is surprisingly common. By removing dynamic for_each logic based on unknown attributes and using the aws_acm_certificate_validation resource to wait for certificate …

AFT.png November 7, 2024

How AFT Can Help You Achieve Compliance

Introduction to AWS Control Tower and AWS Account Factory for Terraform (AFT) and how it can help you achieve compliance

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