Insights on MBSE, systems engineering, AI-driven design, and the future of complex system delivery.https://luvian.io/https://luvian.io/blog/practitioners-manifesto-mbse-2/https://luvian.io/blog/practitioners-manifesto-mbse-2/MBSE 2.0 isn't a new standard or a new tool - it's a set of principles the industry must adopt to move past the current crisis. A manifesto for practitioners, by practitioners. This is Part 10 of The MBSE Reckoning.Mon, 22 Jun 2026 00:00:00 GMTMBSESystems EngineeringDigital EngineeringSysML v2ManifestoLuvian Teamhttps://luvian.io/blog/models-that-run/https://luvian.io/blog/models-that-run/The endgame isn't better documentation. It's models that are operational infrastructure - version-controlled, diffable, integrated into CI/CD, generating downstream artifacts. This is Part 9 of The MBSE Reckoning.Mon, 15 Jun 2026 00:00:00 GMTMBSEDigital TwinSysML v2CI/CDSystems EngineeringExecutable ModelsLuvian Teamhttps://luvian.io/blog/ai-wont-save-mbse/https://luvian.io/blog/ai-wont-save-mbse/AI is the most-cited hope for MBSE's future, but 'AI-powered MBSE' is mostly marketing in 2026. What AI CAN do is solve the accessibility crisis. This is Part 8 of The MBSE Reckoning.Mon, 08 Jun 2026 00:00:00 GMTMBSEAIMachine LearningSystems EngineeringSysML v2LLMLuvian Teamhttps://luvian.io/blog/intent-doesnt-survive-the-pipeline/https://luvian.io/blog/intent-doesnt-survive-the-pipeline/All five gripes are symptoms of one structural failure: intent degrades at every handoff in the engineering pipeline. At each boundary, the 'why' gets stripped away, leaving only the 'what.' This is Part 7 of The MBSE Reckoning.Mon, 01 Jun 2026 00:00:00 GMTMBSEProduct ManagementIntent EngineeringSystems EngineeringDigital EngineeringLuvian Teamhttps://luvian.io/blog/the-priesthood-problem/https://luvian.io/blog/the-priesthood-problem/MBSE was supposed to be the single source of truth. Instead, it created a priesthood - a small group who can read the models - and everyone else gets PowerPoint translations. This is Part 6 of The MBSE Reckoning.Mon, 25 May 2026 00:00:00 GMTMBSEStakeholder ManagementSystems EngineeringProgram ManagementDigital EngineeringLuvian Teamhttps://luvian.io/blog/two-tribes/https://luvian.io/blog/two-tribes/Systems engineering and software engineering evolved as separate disciplines with separate toolchains, cultures, and value systems. The gap isn't tooling - it's ontological. This is Part 5 of The MBSE Reckoning.Mon, 18 May 2026 00:00:00 GMTMBSESoftware EngineeringSystems EngineeringSysML v2DevOpsLuvian Teamhttps://luvian.io/blog/the-maturity-myth/https://luvian.io/blog/the-maturity-myth/Both tool builders and tool adopters are flying blind. Vendors ship features without acceptance criteria. Organizations adopt MBSE without maturity models. This is Part 4 of The MBSE Reckoning.Mon, 11 May 2026 00:00:00 GMTMBSEMaturity ModelSysML v2Product ManagementSystems EngineeringLuvian Teamhttps://luvian.io/blog/the-shelfware-problem/https://luvian.io/blog/the-shelfware-problem/When the model isn't connected to the actual work, it becomes shelfware: a document nobody reads, written in a language nobody speaks. This is Part 3 of The MBSE Reckoning.Mon, 04 May 2026 00:00:00 GMTMBSEDigital ThreadIntegrationSystems EngineeringDigital EngineeringLuvian Teamhttps://luvian.io/blog/your-mbse-tool-was-designed-for-the-wrong-person/https://luvian.io/blog/your-mbse-tool-was-designed-for-the-wrong-person/MBSE tools optimize for ontological completeness, not for the act of engineering. The result is tools inaccessible to 90% of the people who need system data. This is Part 2 of The MBSE Reckoning.Fri, 24 Apr 2026 00:00:00 GMTMBSEUXSystems EngineeringSysML v2ToolingLuvian Teamhttps://luvian.io/blog/the-mbse-reckoning/https://luvian.io/blog/the-mbse-reckoning/MBSE has won the argument. Everyone agrees models beat documents. But the tools, practices, and organizational structures around it are failing practitioners. This is Part 1 of a 10-part series on what's broken, what's possible, and what comes next.Fri, 10 Apr 2026 00:00:00 GMTMBSESystems EngineeringDigital EngineeringSysML v2Luvian Team