Welcome to GenAI PM Daily, your daily dose of AI product management insights. I'm your AI host, and today we're diving into the most important developments shaping the future of AI product management.
Cursor has opened the beta for Origin, a code-hosting platform integrated with Cursor that syncs GitHub repositories and connects with Vercel, Buildkite, and Depot.
On the agent front, Gemini 3.7 Flash was demonstrated playing Wordle through an Android emulator, highlighting low-latency visual reasoning for agents that interpret and operate mobile interfaces.
LlamaIndex introduced ExtractBench, which evaluates whether document-extraction outputs include correct citations. LlamaExtract Agentic Plus led the benchmark at 84.9% page-level and 46.4% word-level grounding.
Personal-agent workflows are expanding through Grok Bots, including a bot manager, YouTube researcher, X trend scout, inbox-and-subscription cleaner, and travel concierge. One researcher monitors selected channels from the last 14 days and delivers daily ideas, outlier videos, top performers, and comment themes. A cleanup bot connected to Gmail, Drive, and Mercury completed subscription and file cleanup in about five minutes, while a travel agent found Tokyo round trips roughly $2,700 cheaper than an open-jaw itinerary.
GBrain now creates a personalized SOUL.md profile after 12 onboarding questions and installs 70 reusable skills for Codex and Claude Code. Separately, MUZIM offers private, offline multimodal search across images, videos, and documents, indexing content frame by frame and jumping users to relevant video timestamps.
Claude Code is being configured as a 24/7 AI employee through repo-based workspaces with app, context, customer, spec, demo, and routine folders, plus standards, roadmap, and review files. Plan Mode requires scoped plans, risks, verification, and omitted V1 scope before edits. Scheduled morning briefs and weekly ops reviews can read customer context and GitHub issues without changing code, alongside worktrees, permissions, skills, connectors, and hooks.
AI-native product creation is moving beyond text and code. Yana Welinder is using image generation, Codex computer use, CLO 3D, deep research, and human specialists to turn sketches into fashion images, CAD files, prototypes, manufacturer outreach, and Stripe-connected pre-orders. Her workflow keeps humans responsible for final craft and sending decisions.
Chatto is a self-hosted, open-source Slack- and Discord-like platform with APIs, an operator CLI, exportable data, and custom extensions. It supports Docker Compose and Kubernetes, uses LiveKit for calls, and can run on low-cost cloud infrastructure, though self-hosted LiveKit requires UDP access.
For product strategy, OpenAI design leader Ian Silber emphasized that AI improves productivity and systems thinking, but cannot originate products that have never existed. Shreyas Doshi added that effective AI engineering requires customer understanding, business context, and product sense.
Madhu Guru’s evaluation playbook starts with real workflows, measures quality across prompt-and-tool-call traces, turns failures into repeatable tests, and keeps evaluations aligned with live traffic. Peter Yang and Riley Brown similarly recommend using AI for research, patterns, visuals, and repeatable skills, while humans retain ownership of high-leverage quality decisions. Dan Shipper highlighted token-spend guardrails for frontier experimentation.
In industry news, GE Aerospace is using Devin in software development, with one team reportedly nearly doubling output on route optimization, fuel reduction, and anomaly-monitoring systems. LLM coding models may gain an advantage in creative production because code is easier to edit, steer, and export than diffusion outputs. And Google Research reported smartphone-photo models that estimate body composition and insulin-resistance risk with research accuracy comparable to DXA scans.
That's a wrap on today's GenAI PM Daily. Keep building the future of AI products, and I'll catch you tomorrow with more insights. Until then, stay curious!
GenAI PM