The winning AI-native architecture is recursive loops where AI ingests multimodal data (support tickets, session recordings, logs, Slack), identifies problems, ships fixes via PRs, measures…

AI can do a superhuman job of understanding everything happening across sales calls, internal meetings, emails, and user behavior to decide what to build, making the product manager role sh…

Models like GLM 5.2 are already adequate for tons of internal work; the real challenge and startup opportunity is building the harness/tooling that lets models actually execute tasks — send…