StackPilot AI

My content pipeline runs on n8n + Claude, fully automated. A few weeks ago I discovered it had been silently publishing near-duplicate versions of the same article for 25 straight days no errors, no alerts, everything looked successful in the logs.

Root cause: the automation checked for the literal text published in a spreadsheet cell instead of reading the actual row state, so every article looked unpublished to it forever. Fixed it with a real similarity check before anything goes live now.

The thing that stuck with me: automation failures like this don t look like failures. Everything succeeds, logs are green, and you only notice if you actually look at the output.

Curious if others building with automation/AI pipelines have run into the same kind of technically working but silently wrong failure.

Launching on July 29th and wanted to share a bit about how StackPilot works under the hood while we count down...

The challenge: there are 10,000+ AI tools and new ones launch every day. Manual curation doesn't scale.

So I built an automated pipeline:

Agent 1 Discovery (runs daily at 6am)

Launching on July 29th and wanted to share a bit about how StackPilot works under the hood while we count down...

The challenge: there are 10,000+ AI tools and new ones launch every day. Manual curation doesn't scale.

So I built an automated pipeline:

Agent 1 Discovery (runs daily at 6am)