Articles

Thoughts, tutorials, and notes on software engineering and life.

I Tried to Learn Retrieval-Augmented Generation and Got Stuck on API Costs. Turns Out My CPU Could Do the Expensive Bit.
#AI#RAG#Python#FastAPI#Groq#Local AI#Learning
I Finally Understood MCPs After Using One to Design a Conference Nametag
#AI Agents#MCP#Penpot#Open Source#Design
I Connected Hermes Desktop to a Remote Server. I Opened Zero Ports.
#Hermes#Tailscale#Self-Hosting#Linux#DevTools
Self-Hosting Is Easier Than You Think
#DevOps#Docker#self-hosting#deployment#open source#Go#PaaS#Experiment
I Didn't Get the AI Agent Hype. Then I Built a Second Brain That Knows Me.
#AI Agents#Hermes#Productivity#Personal AI#Learning
I Cut My Tool Subscriptions in Half. A VPS and Two Open-Source Projects Replaced Them.
#Dokploy#Hermes#Self-Hosting#VPS#Open Source#Cost Savings
You Don't Need Docker Desktop on Linux
#Docker#Podman#Linux#Fedora#Ubuntu#DevOps#containers
From Outreachy Intern to Fedora Co-Mentor: My Year in Open Source
#open source#Fedora#Outreachy#career#mentorship#growth
Optimizing Your Queries in Django
#django#python#performance#database
Building a Simple RAG Application
#RAG#LLM#AI#Learning
Rethinking My Career Trajectory
#personal#career#reflection#growth
Why I Finally Built My Own Website
#personal#reflection#growth
Small CC, Big Lessons: Humility on Two Wheels
#small cc adventures#motorcycling#growth#personal
Choosing Curiosity Over Career Optimization
#personal#reflection#content creation#growth#small cc adventures
Wrapping Up My Outreachy Internship: What's Next
#open source#Fedora#Outreachy#career#backend development#growth
Building for Fedora: Progress on the Release Schedule Planner API
#open source#Fedora#Outreachy#FastAPI#Python#software development
Everyone Struggles
#open source#growth#learning#mental health#software development
From Cracked Software to Contributing Code: My Open Source Journey
#open source#Fedora#Linux#Outreachy#career#growth