Notes from the studio on workflow automation and applied AI.https://labountylabs.comhttps://labountylabs.com/blog/test-the-after-hours-call-before-qualifying-the-leadhttps://labountylabs.com/blog/test-the-after-hours-call-before-qualifying-the-leadA website can suggest that a business misses calls. A real after-hours call shows what a customer actually reaches.Wed, 09 Sep 2026 00:00:00 GMThttps://labountylabs.com/blog/comparing-chatgpt-file-attachments-safelyhttps://labountylabs.com/blog/comparing-chatgpt-file-attachments-safelyRemoving a second upload screen made DocDiffAI simpler for the user. It also made file retrieval part of the security boundary.Fri, 04 Sep 2026 00:00:00 GMThttps://labountylabs.com/blog/from-complete-diffs-to-useful-decisionshttps://labountylabs.com/blog/from-complete-diffs-to-useful-decisionsI've been adding frontier language models, the same kind of tool as ChatGPT or Claude, to software products for the last year. You can't dump a pile of files in and expect a useful decision.Wed, 19 Aug 2026 00:00:00 GMThttps://labountylabs.com/blog/you-have-a-comprehensive-spechttps://labountylabs.com/blog/you-have-a-comprehensive-specProduct hands engineering an AI markdown spec that looks like a week of planning. It is a compacted conversation. The next agent needs the source context and the decisions, not the pretty summary.Mon, 17 Aug 2026 00:00:00 GMT