Engineering notes and field reports from Cercle Digital, a Parisian software engineering and AI company.https://cercle.digital/enhttps://cercle.digital/en/blog/seeing-your-supply-chain-beyond-tier-1/https://cercle.digital/en/blog/seeing-your-supply-chain-beyond-tier-1/Disruptions start at suppliers you do not know. What a map rebuilt from open sources changes.Fri, 28 Aug 2026 00:00:00 GMTSupply chainOSINTIndustryhttps://cercle.digital/en/blog/one-operator-four-faculties/https://cercle.digital/en/blog/one-operator-four-faculties/When an agent’s memory opens the doors to a complex and uncertain world: a guided tour of our research paper “One Operator, Four Faculties.”Thu, 27 Aug 2026 00:00:00 GMTAgentic AIAgentic memoryResearchhttps://cercle.digital/en/blog/generate-in-a-second-verify-in-an-hour/https://cercle.digital/en/blog/generate-in-a-second-verify-in-an-hour/The Cercle’s thesis: production has become almost instantaneous, while trust is still paid for at the human hourly rate.Fri, 21 Aug 2026 00:00:00 GMTAgentic AIExplainability