Insights

Teardowns, costs and things that broke in production.

Written by the engineers who built the workflows. No thought leadership.

2026-08-14

What a voice agent costs to run per month

Line by line: telephony, model tokens, transcription, orchestration. Real numbers from four live deployments.

6 min
2026-07-30

The n8n error branch most teams forget

Silent failures are worse than loud ones. The four-node pattern we add to every workflow before it goes live.

4 min
2026-07-09

We refused to automate this. Here is why.

A client wanted auto-approved refunds. The payback was real and we still said no, because the failure mode was unbounded.

5 min
2026-06-21

RAG accuracy is a documentation problem

Fifty graded questions found the gaps in their SOPs, not in the model. What we changed to get from 61% to 94%.

8 min
2026-06-02

How we time a process in 90 minutes

The exact screen-share script we use in the audit, including the three questions that always find hidden work.

5 min
Next step

Find out where your 40 hours are going.

One call, your two worst workflows, a costed map you keep. Free, and no obligation to build anything with us.