Most automations don’t fail because the idea was bad…They fail because the foundation was messy.
I’ve learned to build in layers, small, modular pieces that connect, swap, and scale without breaking. No bloated workflows. No over-engineering. Just clean, functional architecture that works, even when one piece fails.
Because real automation isn’t about “adding more AI.”It’s about making sure the system survives when things go wrong.
⚙️ Keep it modular. Keep it simple. Keep it bulletproof.
What’s one thing you always include in your automation builds to keep them stable?👇