Reference & External Work
The links below provide additional context on how we think about automation, delivery confidence, and pragmatic engineering trade-offs. They are not marketing material, but supporting references for teams who want to go deeper.
About AutoSpec QA
AutoSpec QA helps software teams make better delivery decisions by focusing on the workflows that matter most and the signals they rely on to release safely.
- Identifying where automation provides real value
- Establishing trusted signals in CI for critical workflows
- Helping teams avoid costly, low-value automation
We work with founders, CTOs, and delivery leaders who want fewer surprises, clearer feedback, and automation that earns its place.