Ssehgalnamitinarticles.namitsehgal.com·1h ago · 8 min readEscaping “Framework Fatigue”: The Full-Lifecycle Architecture for Production AI EnginesEvery week brings another wave of groundbreaking research papers—new memory representations, automated agent harness optimizers, model-routing studies, and long-horizon execution loops. For enterprise00
Ssehgalnamitinarticles.namitsehgal.com·5h ago · 5 min readDual-Engine System 2 Architecture: Unifying Declarative Rules and Procedural World ModelsExecutive Summary While System 1 provides the fast, deterministic, sub-100ms execution layer for enterprise AI platforms, System 2 governs complex, long-horizon decision-making. However, pure text-bas11N
Ssehgalnamitinarticles.namitsehgal.com·6h ago · 9 min readThe Dual-Brain Enterprise: Why System 1 Architecture is the Missing Engine in AI PlatformsExecutive Summary Most enterprise Generative AI deployments hit an immediate wall when moving from pilot to production: the System 2 trap. Engineering teams attempt to route every incoming state, user00
Ssehgalnamitinarticles.namitsehgal.com·1d ago · 9 min readEnterprise AI Architecture: Why Business Use Cases—Not 'Field of Dreams' Platforms—Must Drive AI InfrastructureExecutive Summary Many technology organizations fall into a familiar enterprise trap: building a massive, all-encompassing "AI Platform" under a Field of Dreams philosophy ("Build it and they will com00
Ssehgalnamitinarticles.namitsehgal.com·2d ago · 2 min readRuntime Governance & Continuous FinOps for Multi-Agent SystemsExecutive Summary Deploying autonomous agent networks into production without runtime controls creates major governance, security, and cost risks. Unbounded tool execution loops can consume thousands 00
