JournalThoughts & lessons from
Thoughts & lessons from
building AI systems.
Writing about AI integration, software engineering, compliance, and the journey of building a business as a developer.
Writing about AI integration, software engineering, compliance, and the journey of building a business as a developer.
Writing about AI integration, software engineering, compliance, and the journey of building a business as a developer.
AFK vs HITL approach in Software Development.
What to do when Claude Code reads your API keys. Do you need to worry?
My sessions now run longer, the output quality stays consistent deeper into a session, and I'm not constantly hitting compaction mid-task. Worth the 10 minutes to set up.
A practical guide for developers who want to connect Claude to their own APIs — no frontend required.
You can't vibe-code your way through a database migration. You can't prompt your way to production-grade infrastructure.
That story is playing out everywhere right now — and it's reshaping the tech hiring market faster than anyone expected.
No paid APIs. No complex setup. Just a practical, beginner-friendly guide to RAG — powered by Google AI Studio.
What if your emails replied themselves — here's how one person automated their entire inbox with a scheduled AI task.
Step by step guide using Claude code. How I was able to deploy code changes using only my mobile phone.
If you ever feel stuck, overwhelmed, or unsure of your next step—pause and ask yourself the same question I learned to ask: “Why am I doing this?” You might be surprised by the clarity it brings.