https://interfacereport.com/analysis/data-agent-kills-dashboard-first-analytics/Interface Reporten2026-09-12The dashboard-first era is ending. AI analytics is becoming a conversation. https://interfacereport.com/analysis/gpt-6-astra-model-is-not-the-product/Interface Reporten2026-09-12GPT‑6 Astra is not your product. The capability boundary is. https://interfacereport.com/analysis/agents-api-build-vs-orchestrate/Interface Reporten2026-09-12The Agents API changes the build-versus-orchestrate decision. https://interfacereport.com/analysis/agent-harness-portability-infrastructure/Interface Reporten2026-09-12Agent harness portability is becoming infrastructure, not a nice-to-have. https://interfacereport.com/analysis/permission-ux-is-ai-safety-interface/Interface Reporten2026-09-12Permission UX is becoming the real AI safety interface. https://interfacereport.com/analysis/evidence-loop-ai-analytics-trust/Interface Reporten2026-09-12The new AI trust loop is not answer → accept. It is answer → inspect → challenge. https://interfacereport.com/analysis/full-duplex-voice-ui-design-rules/Interface Reporten2026-09-12Full-duplex voice breaks the old turn-taking model. Your UI has to catch up. https://interfacereport.com/analysis/stop-making-every-ai-feature-chat/Interface Reporten2026-09-12Stop making every AI feature a chat box. https://interfacereport.com/analysis/production-agent-sandbox-checklist/Interface Reporten2026-09-12A production agent sandbox needs more than isolation. https://interfacereport.com/analysis/tail-latency-ai-product-engineering/Interface Reporten2026-09-12Your average latency is lying to you. Tail latency is where AI products break. https://interfacereport.com/analysis/ai-pricing-is-a-product-system/Interface Reporten2026-09-12AI pricing is becoming a product system, not a price page. https://interfacereport.com/analysis/agent-ready-saas-nonhuman-buyer/Interface Reporten2026-09-12Your next SaaS customer may be an agent. Is your product ready?