Research / Guides / Field experience
Field notes
Practical writing from the product, cloud, and compliance work we do every day.
SOC 2 & Compliance
The Real Cost of SOC 2 Compliance in 2026 (With Actual Numbers)
What does SOC 2 actually cost? We break down platform fees, implementation costs, and audit pricing with real numbers by company size.
Vanta vs Drata vs Secureframe vs Sprinto (2026 Comparison)
We've implemented SOC 2 using all major compliance platforms. Here's an honest comparison of pricing, strengths, and what actually matters.
Vanta and Drata SOC 2 Implementation: What Still Has to Be Done
Bought Vanta or Drata for SOC 2? Here's what the platforms automate, what they don't, and how an implementation partner gets the work done.
What a SOC 2 Implementation Actually Looks Like, Week by Week
A week-by-week breakdown of what SOC 2 implementation actually involves: technical scope, tools, timeline, and real costs.
Self-Hosted ChromaDB on AWS: Building a Production-Grade Vector Database
How we deployed and scaled a self-hosted ChromaDB vector database on AWS for production AI workloads, including architecture decisions, scaling strategies, and lessons learned.
How to Set Up an AWS CloudWatch Billing Alarm
Having a CloudWatch alarm designated for billing is helpful to keep AWS account costs low. AWS CloudWatch...
How to Configure AWS SSO CLI Access
AWS Single Sign On (SSO) is where users can connect centrally and access multiple AWS accounts and applications...
Full Guide to Understanding Your AWS VPC
AWS VPC is a virtual networking environment that is dedicated to your AWS account and provides a secure...
How to Get Compliance Insights with AWS Config
Outlined in this post is a guide to help you begin the process of getting a full analysis for where you...
Application Load Balancer to ECS Full Walkthrough
Learn how to create an application load balancer to route traffic to specific containers based on...
Application Migration to the Cloud with AWS
Migrating your existing application to the cloud using AWS can help your team modernize your infrastructure...
How to Setup Intelligent Threat Detection with AWS GuardDuty
AWS GuardDuty is a threat detection service that continuously monitors for malicious activity...
Everything You Need to Know About S3 Encryption
Understanding S3 encryption options is crucial for securing your data at rest in AWS...