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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. Here's How to Build One That Actually Remembers You

#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: Why AI Pricing Needed a Single Source of Truth

#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

Completing the Spotify Experience: My Journey Building AuraLyrics

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

Enhancing Observability in Serverless Applications with AWS Lambda PowerTools Tracing

#AWS#Serverless#Observability
November 21, 2025
Engineering

Spring Boot 3 and Spring Framework 6: what’s new and improved

#Java#SpringBoot
October 14, 2025
Engineering

GraalVM: The Future of High-Performance Runtime Environments

#Java#macOS
September 10, 2025
Ecosystem

Boosting Java ECS Application Observability with AWS X-Ray Through Practical Integration

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

Mastering AWS Nested Stacks: Streamlining Your Serverless Application Deployment

#AWS#Serverless#Engineering
August 28, 2025
Engineering

Using JSON Web Tokens (JWT) with Spring Boot for Authentication and Authorization

#SpringBoot#Security
August 14, 2025
Guides

Dockerizing a Spring Boot Application: A Step-by-Step Guide

#Java#SpringBoot#Docker
June 6, 2025
Engineering

Amazon SQS vs. Kinesis: A Detailed Comparison of Features and Use Cases

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

Mastering Serverless Applications with Middy.js: A Comprehensive Guide

#AWS#Serverless#Security
May 6, 2025
Engineering

Securing a Spring Boot App with Authorization

#SpringBoot#Security
April 17, 2025
Ecosystem

ChatGPT for macOS Now Integrates with Your Coding Apps: Here’s What You Need to Know

#macOS#Security
March 13, 2025
Ecosystem

Exploring the Differences Between Standard and FIFO Queues in Amazon SQS

#AWS#Messaging
February 11, 2025
Guides

Streamlining AWS SAM Environments: A Guide to Using parameter_overrides

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

Introducing Project Loom: The Future of Java Concurrency and Performance

#Java#SpringBoot
December 8, 2024
Ecosystem

Exploring Real-Time Website Monitoring with AWS Lambda & DynamoDB: A Learning Journey

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

How to Use Docker Compose: A Beginner’s Guide

#Docker#Engineering
October 12, 2024
Guides

Dockerizing Your React Application: A Step-by-Step Guide

#Docker#macOS#React
April 17, 2024
Engineering

Connecting an InfluxDB Database to a Spring Boot Application

#SpringBoot#Docker#Database
March 8, 2024
Guides

Integrating AWS Lambda and AWS SQS with Slack: A Step-by-Step Guide

#AWS#Serverless#Messaging
January 22, 2024
Ecosystem

Automate Docker Image Builds for Spring Boot Apps with GitHub Actions

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

How to Integrate Amazon SQS with Spring Boot: A Step-by-Step Guide

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

Deploying Golang AWS Lambdas with Ease: A Step-by-Step Guide Using Github Actions

#AWS#GitHubActions#Golang
May 16, 2023
Ecosystem

Enhancing Cloud Workflows: Introducing AWS Step Functions’ HTTP Task

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

Comparing Reactive and Normal Spring Applications: Key Differences and Benefits

#Java#Engineering
April 18, 2023
Ecosystem

Accelerating Code Analysis with SonarCloud and GitHub Actions

#Java#GitHubActions#DevOps
January 10, 2023