Blog
Jason Miller

Jason Miller

Founder & CEO, Thought Parameters LLC.

Python

Nuitka + Docker: Building Minimal, Compiled Python Containers

A standard Python container for a FastAPI service typically runs 150 MB to 1 GB depending on base image and dependencies. Compile ...

Jason Miller · Sep 19, 2026, 7:27:30 AM
Python

Compiling Python Web Apps with Nuitka: Flask, FastAPI, and Django

Nuitka compiles Python into a standalone native executable — no interpreter to install, no source code exposed, and often a real ...

Jason Miller · Sep 19, 2026, 7:24:47 AM
Observability

OpenTelemetry in Production: Instrumenting Services Without Losing Your Mind

Your metrics dashboard is green. Your error rate is 0.1%. And yet your users are filing support tickets saying the checkout flow ...

Jason Miller · Sep 19, 2026, 3:44:19 AM
SRE

Zero-Downtime Database Migrations with Expand-Contract Pattern

Somewhere in your production database is a migration that ran fine in staging and then took down the app for six minutes. Usually ...

Jason Miller · Sep 19, 2026, 3:42:06 AM
DevOps

Progressive Delivery: Blue-Green, Canary, and Feature Flags Compared

Every team has a version of the same story: a deploy goes out, everything looks fine in the pipeline, and twenty minutes later ...

Jason Miller · Sep 19, 2026, 3:38:17 AM
DevOps

Secrets Management in Production: Best Practices and Tools Explained

Somewhere in your organization right now, there's a .env file with a production database password sitting in a Slack DM, a ...

Jason Miller · Sep 19, 2026, 3:34:37 AM
Engineering

Platform Engineering & Internal Developer Platforms

What separates high-performing engineering organizations from the rest isn't necessarily better engineers. It's better systems ...

Jason Miller · Sep 19, 2026, 3:31:39 AM
DevOps

Terraform in Production: Patterns for Managing Infrastructure at Scale

Most Terraform tutorials show you how to stand up an EC2 instance or a GCS bucket in about 12 lines of code. That part is ...

Jason Miller · Sep 19, 2026, 3:28:27 AM
DevOps

Zero Trust Security for DevOps Teams: From Theory to Implementation

The phrase "Zero Trust" has been marketing copy for long enough that most engineers roll their eyes when they hear it. That's ...

Jason Miller · Sep 19, 2026, 3:25:20 AM
DevOps

GitOps in Practice: Moving Beyond CI/CD to Continuous Delivery

CI/CD pipelines revolutionized software delivery. Automated testing, one-click deployments, consistent builds — it changed how ...

Jason Miller · Sep 19, 2026, 3:23:03 AM