I fix that by building automation that actually holds up: n8n runs the deterministic parts, AI agents handle the parts that need judgment. No exaggerated promises, no 24/7 claims. Just systems that keep working after I stop looking at them.
Deterministic execution first, AI orchestration second: every project runs on the same four steps.
Find the real bottleneck before touching any tooling.
n8n handles anything with a fixed, repeatable logic.
AI only where the task genuinely requires it, not by default.
Every write is checked against a deterministic verifier, not self-review.
No client testimonials yet, so here's an actual build with the real problems that came up, instead of a polished claim.
Needed this site live the same day, on a VPS shared with two other running projects, with no working DNS setup and a VPN key that had never been used on that box.
Enrolling the VPS into the tailnet surfaced a silent identity collision: the box had been cloned from another live machine and was quietly at risk of knocking it offline every time it reconnected.
Diagnosed it from boot logs (no crash trace, no OOM; the tell was a duplicate IP), fixed it without touching the other project's box, then exposed the site publicly over Tailscale Funnel: no open ports, no domain purchase.
Live public site, zero new attack surface, zero added cost. The fix is now written up as a standing rule so it doesn't get rediscovered the hard way next time.
Being upfront about status: nothing here is oversold as finished.
An agent-driven build system: Claude Code orchestrating, n8n running the deterministic steps, everything backed by a version-controlled knowledge base instead of scattered notes. Full scope not locked yet, built in the open.
Real client walkthroughs will go here once there's client work to show. This section stays empty until then rather than filled with invented examples.
Once it's actually automated, that task stops needing your attention every time it repeats. Tell me the task, I'll tell you honestly whether automation is the right fix for it.
jimpot66@gmail.com