Practical articles on AI, agentic AI, software architecture and product engineering from Kynoryx AI.https://kynoryxai.comenhttps://kynoryxai.com/insights/edge-first-architecture-for-lean-saashttps://kynoryxai.com/insights/edge-first-architecture-for-lean-saasStatic-first pages, small edge functions and managed data: an architecture that keeps new products fast for users, cheap to run and simple to operate.Sun, 15 Nov 2026 00:00:00 GMTCloud and DevOpsCloudflareServerlessArchitectureCI/CDhttps://kynoryxai.com/insights/honest-estimates-ai-productshttps://kynoryxai.com/insights/honest-estimates-ai-productsUsers trust an estimate only if the product will decline when evidence is thin. Practical patterns for labelling sources, showing ranges and refusing to guess.Sun, 15 Nov 2026 00:00:00 GMTArtificial IntelligenceResponsible AIData productsUXEstimationhttps://kynoryxai.com/insights/human-approval-gates-for-ai-agentshttps://kynoryxai.com/insights/human-approval-gates-for-ai-agentsHow to let AI agents do useful work without letting them act unchecked in the outside world — a pattern built on internal autonomy and external approval.Sun, 15 Nov 2026 00:00:00 GMTAgentic AIAI agentsAgentic AIGovernanceArchitecturehttps://kynoryxai.com/insights/on-device-ai-privacy-by-architecturehttps://kynoryxai.com/insights/on-device-ai-privacy-by-architectureSome products should never send data to a server. When on-device AI is the right call, what it costs, and how to design for it from the start.Sun, 15 Nov 2026 00:00:00 GMTProduct EngineeringOn-device AIPrivacyMobileArchitecturehttps://kynoryxai.com/insights/prompts-are-specificationshttps://kynoryxai.com/insights/prompts-are-specificationsWhy the prompts that drive AI coding assistants deserve the structure of a good engineering specification — and how to check them before they leave your machine.Sun, 15 Nov 2026 00:00:00 GMTAI Developer ToolsPrompt engineeringAI-assisted developmentDeveloper productivitySecurity