Armstrong describes aggressive AI-tool adoption alongside code review and humans in the loop for systems moving money. He contrasts faster iteration on some interface work with the care required for financial systems. This is a dated management account, not evidence of autonomous operation.Dated speaker account or opinion, paraphrased from the publisher transcript. It does not establish TIBBIR involvement or independently verify a product, forecast or performance claim.TIBBIR UNIVERSE THIS IS TIBBIR How to get TIBBIR Ribbit in numbers Connected clues Account archive Bridge & contracts On-chain research Connections Community The story Reading room Network map Timeline Findings Source library Conversations People & companies Open questions Export & reuse