Singular State https://singular-state.com Advanced technical expertise for feasibility, prototyping and modernization. We build the working pilot and ramp up your team to take it forward. en-US AI business-rule extraction needs a chain of evidence https://singular-state.com/articles/ai-business-rule-extraction-needs-a-chain-of-evidence/ https://singular-state.com/articles/ai-business-rule-extraction-needs-a-chain-of-evidence/ Mon, 07 Sep 2026 00:00:00 +0000 Connecting generated rule descriptions to code, configuration, observed work, and confirmed business meaning. When code generation accelerates, acceptance can set the schedule https://singular-state.com/articles/when-code-generation-accelerates-acceptance-can-set-the-schedule/ https://singular-state.com/articles/when-code-generation-accelerates-acceptance-can-set-the-schedule/ Mon, 07 Sep 2026 00:00:00 +0000 A conditional shift from implementation throughput to evidence and decision capacity as the limiting stage. Who checks the expected result in an AI-generated test? https://singular-state.com/articles/who-checks-the-expected-result-in-an-ai-generated-test/ https://singular-state.com/articles/who-checks-the-expected-result-in-an-ai-generated-test/ Mon, 07 Sep 2026 00:00:00 +0000 Evaluating generated assertions through independent examples, approved baselines, and meaningful fault detection.