Serving a 7B Model on ECS GPU Instances You Own
An ML developer came to me with a model to serve. He had already made the decisions that matter most: an open model tuned for his use case, …
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Infrastructure Engineering
Deep dives into AWS, Terraform, CI/CD, and the craft of building reliable infrastructure for startups and growing teams.
CI Was Failing Every Other Day for Months. We Couldn't Debug It Without Our Audit Logs.
On January 30 this year, I filed an issue against our self-hosted GitHub Actions runner module
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ISO 27001 on AWS: Building Compliance Into the Architecture
The startup I work with builds AI agents for enterprises. I handle the infrastructure. The founders and their engineers build the product.
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Nobody Wants to Create a New Repo
I run infrastructure for a startup. Over the past two years I’ve built a system that manages the company’s entire GitHub …
Read MoreOne Repo to Rule Them All: Managing 100+ GitHub Repos With Terraform
I run infrastructure for a startup. When I joined, the GitHub organization had a handful of repos created by hand through the web UI. …
Read MoreDeploying OpenClaw on AWS Without the Security Disasters
OpenClaw is everywhere right now. 247,000 GitHub stars, an AWS Lightsail blueprint, people running autonomous AI agents from their phones …
Read MoreDatabase Monitoring Built by DBAs, Not Dashboard Designers
We recently came in as consultants to a startup with PostgreSQL performance problems. They didn’t have a DBA on staff - not unusual …
Read MoreIf It Ain't Stress Tested, It's Broken
On Friday, December 26th, 2025, I released a bugfix for our private PyPI server. The server had been running for months in a degraded …
Read MoreStop Paying for Mediocre Code Reviews – Build Exceptional Ones Yourself
If you write or review infrastructure code-Terraform, AWS IaC, CI/CD pipelines, automation scripts - you’ve likely felt the pain …
Read MoreThree Days, Two Developers: How AI Pair Programming Transformed Good Code into Excellence
Discover how InfraHouse transformed a routine Lambda module into production excellence through disciplined AI collaboration. Same timeline, …
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