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A collection of thoughts, engineering notes, and indie hacking journeys. Cultivating ideas in public.

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AI|February 8, 2026Featured

Your AI Has Amnesia: Build One That Remembers

#AI#Productivity#Personal Knowledge Management#Engineering

The best AI memory is not a technology problem. It's an information architecture problem. Here's how I built a stateful AI system with just markdown files.

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Product

Building SubChoice: One Source for AI Pricing

#IndieHacker#AI#Astro#SEO#Engineering
March 2, 2026
Product

Building AuraWorks: Anatomy of a Digital Studio

#Next.js#AI#Engineering#IndieHacker
February 7, 2026
Product

Building AuraLyrics: Real-Time Spotify Lyrics

#Swift#macOS#Engineering#OpenSource
January 31, 2026
Ecosystem

Observability in AWS Lambda with Powertools Tracing

#AWS#Serverless#Observability
November 21, 2025
Engineering

Spring Boot 3 and Spring Framework 6: What's New

#Java#SpringBoot
October 14, 2025
Engineering

GraalVM: High-Performance Java Runtime Explained

#Java#macOS
September 10, 2025
Ecosystem

AWS X-Ray Tracing for Java Apps on Amazon ECS

#Java#Docker#AWS#Observability
August 29, 2025
Ecosystem

AWS Nested Stacks for Serverless Deployments

#AWS#Serverless#Engineering
August 28, 2025
Engineering

Spring Boot JWT Authentication: A Complete Guide

#SpringBoot#Security
August 14, 2025
Guides

How to Dockerize a Spring Boot Application

#Java#SpringBoot#Docker
June 6, 2025
Engineering

Amazon SQS vs Kinesis: Which One Should You Use?

#Java#AWS#Messaging#Engineering
May 31, 2025
Guides

Middy.js: Middleware for AWS Lambda Explained

#AWS#Serverless#Security
May 6, 2025
Engineering

Securing a Spring Boot App with Authorization

#SpringBoot#Security
April 17, 2025
Ecosystem

ChatGPT for macOS Now Works Inside Your Code Editor

#macOS#Security
March 13, 2025
Ecosystem

Amazon SQS: Standard vs FIFO Queues Compared

#AWS#Messaging
February 11, 2025
Guides

AWS SAM parameter_overrides: Split Dev and Prod

#AWS#Serverless#Database#Security
December 29, 2024
Engineering

Project Loom: The Future of Java Concurrency

#Java#SpringBoot
December 8, 2024
Ecosystem

Real-Time Website Monitoring with Lambda and DynamoDB

#AWS#Serverless#Observability#Database
October 27, 2024
Guides

Docker Compose Tutorial: Examples and YAML Syntax

#Docker#Engineering
October 12, 2024
Guides

How to Dockerize a React Application

#Docker#macOS#React
April 17, 2024
Engineering

Connect InfluxDB to Spring Boot with the Java Client

#SpringBoot#Docker#Database
March 8, 2024
Guides

Send AWS SQS Messages to Slack with Lambda

#AWS#Serverless#Messaging
January 22, 2024
Ecosystem

Build Spring Boot Docker Images in GitHub Actions

#Java#SpringBoot#Docker#GitHubActions
June 10, 2023
Guides

How to Integrate Amazon SQS with Spring Boot

#Java#SpringBoot#AWS#Messaging
June 7, 2023
Guides

Deploy Go AWS Lambdas with GitHub Actions

#AWS#GitHubActions#Golang
May 16, 2023
Ecosystem

AWS Step Functions HTTP Task: Call Any API

#AWS#DevOps#Database#Security
May 13, 2023
Engineering

Reactive vs Normal Spring: Key Differences

#Java#Engineering
April 18, 2023
Ecosystem

Code Analysis with SonarCloud and GitHub Actions

#Java#GitHubActions#DevOps
January 10, 2023