Hardware engineer and independent researcher working on enterprise AI server platforms and the physics of machine-learning inference on constrained hardware.https://manunicholasjacob.com/enhttps://manunicholasjacob.com/writing/colophon/https://manunicholasjacob.com/writing/colophon/A static site with no CMS, no build-time magic, and a deliberate rule that the content is data rather than markup.Sun, 09 Aug 2026 00:00:00 GMTAstroTailwindDesign systemshttps://manunicholasjacob.com/writing/reliability-is-design/https://manunicholasjacob.com/writing/reliability-is-design/How well a system survives contact with reality is mostly decided at design time, not during the incident.Wed, 22 Jul 2026 00:00:00 GMTReliabilityDesignOperationshttps://manunicholasjacob.com/writing/constraints-shape-behavior/https://manunicholasjacob.com/writing/constraints-shape-behavior/Limits change feedback and stability well before anything crosses a threshold and trips.Wed, 15 Jul 2026 00:00:00 GMTThermalControlFeedbackhttps://manunicholasjacob.com/writing/local-optimizations/https://manunicholasjacob.com/writing/local-optimizations/An improvement made in one place can remove the slack another part of the system was relying on, and the bill arrives later.Wed, 08 Jul 2026 00:00:00 GMTPerformanceSecond-order effectsResiliencehttps://manunicholasjacob.com/writing/failures-are-not-isolated/https://manunicholasjacob.com/writing/failures-are-not-isolated/Failures in complex systems usually emerge from interactions between healthy components, not from a single defective one.Wed, 01 Jul 2026 00:00:00 GMTReliabilityRoot causeFeedback loops