Scout

Let Scout do it for you

What I learned building an opinionated and minimal coding agent

Lessons I learned while building my own coding agent from scratch.

Evaluating Context Compression for AI Agents | Factory.ai

When an AI agent helps you work through a complex task across hundreds of messages, what happens when it runs out of me…

How to Secure Environment Variables for LLMs, MCPs, and AI Tools Using 1Password or Doppler

Stop hardcoding API keys in MCP configs and AI tool settings. Learn how to use 1Password CLI or Doppler to inject secrets just-in-time for Claude, Cur...

Attempting to Design a Back-end with Cleaner Architecture Rules and Boundaries

How I'm learning to build with better software architecture design principles (while 'moving fast and breaking things').

How I Host My Apps: How to Deploy in 2025

The hosting setup I use for aVenture.vc, plus why you shouldn't waste time with complex cloud services when starting out.

Book Finder (findmybook.net)

Book search and recommendation engine with OpenAI integration

Heroes Jobs

The app for Gen Z searching for a job

Owners Platform

AI-powered investment management platform for real estate portfolios.