I spent this weekend finally joining the vibe coding revolution: not by writing much code — but building the thing that writes it.
The shift: I stopped treating my AI tools as a smarter autocomplete and started treating them as a small team that hands work to each other. One prompt in plain English, and the "how" runs itself.
The Weekend #1 stack
Here's the actual wiring from two sessions (~10 hours, 158 shell runs, 12 tools stitched together):
- You → Claude Code (orchestrator). Plans, runs the shell, writes files, and drives a real browser to verify its own work.
- Local agent mesh. A local Qwen 2.5 model via Ollama, Cline inside VS Code, and a GitHub MCP server bridging the repo over Docker.
- Code & cloud. A Vue web app on a staging environment, backed by AWS Amplify + DynamoDB (and, yes, IAM).
- Data platform. A Python pipeline → DuckDB → Metabase dashboards.
- Cross-cutting. An always-on monitor + architecture-hygiene dashboard (LaunchAgent), and persistent memory files so context carries from one session to the next — I'm not re-explaining myself every morning.
The funny part: IAM
I have always hated IAM. Users, roles, policies, access keys — historically my cue to throw my hands up and quietly give up on whatever I was building.
This weekend I ran amplify pull and the whole thing — user, profile, policies, access keys — came up correctly in minutes. Even the scary "owners may reassign ownership" warning didn't send me running. After years of that being my wall, it just… wasn't. A genuine 0→1 for me.
That's the real story of "productivity" here. It's not that I type faster. It's that the tasks I used to avoid — the ones that quietly killed projects before they started — are now approachable. The ceiling moved because the floor did.
Up next
Autonomous agents that build and self-improve on these projects, so the loop closes without me holding every thread. Curious, and a little cautious, about what that changes.
What's the task you've always avoided that AI finally made approachable?
Top comments (1)
Finally overcame my fear of IAM! What other scary monsters I should pick a fight with next? Can't wait for 9:50am when my Claude Code session refreshes!