Articles by Mark Muto on AI accountability, engineering leadership, architecture strategy, and agentic workflows.https://markmuto.com/https://markmuto.com/writing/the-answer-is-42-ai-prompting/https://markmuto.com/writing/the-answer-is-42-ai-prompting/As AI makes answers faster and cheaper, the scarce skill becomes defining intent, assembling context, and asking the question that matters.Thu, 18 Jun 2026 00:00:00 GMTArtificial IntelligencePrompt EngineeringContext ManagementFuture of WorkTech Leadershiphttps://markmuto.com/writing/model-wrote-it-accountability-model/https://markmuto.com/writing/model-wrote-it-accountability-model/A risk-based acceptance model for AI-generated software that keeps human ownership clear without turning every AI-assisted task into a bottleneck.Thu, 11 Jun 2026 00:00:00 GMTArtificial IntelligenceSoftware AccountabilityEngineering LeadershipAgentic WorkflowsEnterprise Architecturehttps://markmuto.com/writing/ai-agents-cannot-own-accountability/https://markmuto.com/writing/ai-agents-cannot-own-accountability/The enterprise question is not whether AI can write code. It is whether organizations can govern AI-generated change.Wed, 03 Jun 2026 00:00:00 GMTArtificial IntelligenceSoftware AccountabilityEngineering LeadershipAgentic WorkflowsEnterprise Architecturehttps://markmuto.com/writing/demystifying-the-ai-chat-harness/https://markmuto.com/writing/demystifying-the-ai-chat-harness/The assistant is not the model. The useful AI product is the orchestrated system around the model.Mon, 18 May 2026 00:00:00 GMTArtificial IntelligenceAI AgentsRAGData PrivacySovereign Contexthttps://markmuto.com/writing/from-screens-to-relationships/https://markmuto.com/writing/from-screens-to-relationships/Why the Ambient Era will require AI agents to combine capability, context, and relationship before people trust them to act.Mon, 11 May 2026 00:00:00 GMTArtificial IntelligenceCustomer ExperienceEmbodied AIAmbient ComputingTech Leadership