Building a Hosted MCP Server on AWS App Runner The Model Context Protocol (MCP) is quickly becoming the standard interface for connecting AI assistants to external tools and data sources. At Wiv, we build workflow automation infrastructure for operations teams, so we wanted our users to invoke Wiv workflows...
The Cost You Didn’t Budget For: Building Proactive Extended Support Monitoring for DocumentDB March 30, 2026 might seem far away. For organizations running Amazon DocumentDB version 3.6, that date marks the...
Breaking Free from the Black Box: How We Built Our Own Compute Savings Plan Calculator It started with a conversation at a conference . Between sessions, I was demoing Wiv.ai to a DevOps...
Building True Cost Visibility: A FinOps Engineering Approach to Multi-Tenant Cost Attribution I’ve spent over eight years in FinOps, and if there’s one lesson that keeps reinforcing itself, it’s this:...
Making FinOps Work for AI: How to Control AI Cloud Costs Without Slowing Innovation AI is transforming how companies build products, but it is also transforming their cloud bills at a pace...
Automating RDS Aurora Snapshot Exports to S3: Smarter Storage, Lower Costs In modern cloud operations, backups are essential. But unmanaged backups can quietly become one of your most persistent...
The Illusion of Regional Disaster Recovery: Lessons from the AWS us-east-1 Incident TL;DR The AWS incident in the us-east-1 region on October 20, 2025, caused widespread service disruptions, even for...
FinOps Automation: Why is Simple So Hard (And How We Solved It) The main goal for any FinOps team is to create automated processes that save money and improve efficiency...
Optimizing AWS Backup Costs: Our Journey to Efficient Cloud Storage Written in collaboration with Sabith Venkit, Solutions Engineering @ Amazon Web Services. Anyone who manages a cloud environment...
