YoYo: Git for AI Code
Today's curated insights on AI product management from X/Twitter across 60+ expert sources and YouTube channels.
YoYo: Git for AI Code
From X
AI Product Launches & Updates
-
LLMs From Scratch updated with KV cache: Sebastian Raschka @rasbt added a KV (key-value) cache to the LLMs From Scratch repo, boosting model inference efficiency.
-
YoYo: New 'Git' for Vibe coders: Jason Zhou @jasonzhou1993 launched YoYo, an open-source extension for version control of AI-generated code in Cursor/Claude Code to simplify UI/UX iteration.
AI Tools & Applications
-
GraphRAG Contract Analysis: LangChainAI @LangChainAI released a guide for using GraphRAG with Neo4j knowledge graphs to analyze legal contracts, including multi-LLM benchmark results.
-
Real Estate Doc Agent: LangChainAI @LangChainAI unveiled a signature-tracking solution combining Tensorlake and LangGraph to automate processing and verification of real estate documents.
-
AI Code Tagging System: Jason Zhou @jasonzhou1993 introduced a tagging system enabling task master-driven feature development, making production workflows 10Ă— easier.
Product Management Insights & Strategies
-
5 Essential Skills for AI PMs: Aakash Gupta @aakashg0 outlined AI prototyping, observability, evals, RAG vs fine-tuning vs prompt engineering, and collaboration with AI engineers in a free 2-hour course.
-
Defining AI PM Evals Role: Aman Khan @_amankhan shared frameworks for how AI Product Managers should approach evaluations, featuring insights from course leaders Hamel Husain and sh_reya.
-
Adapting the Opportunity Solution Tree: Teresa Torres @ttorres recommended tailoring the Opportunity Solution Tree framework to fit team context, highlighting benefits of tool adaptation for continuous discovery.
AI Industry Developments & News
-
Supabase Startup Challenge: bolt @boltdotnew announced the Startup Challenge by Supabase, offering developers a full stack (database, auth, storage) to scale Bolt projects to millions.
-
LLM Agent Vulnerability Research: DeepLearningAI @DeepLearningAI reported Columbia researchers found that LLM-based agents can be manipulated via malicious links on trusted sites, raising security concerns.
-
AI Collaboration at TEDx: Dharmesh Shah @dharmesh reflected on his TEDx Boston talk and subsequent article about strategies for collaborating with AI in the workplace.
From YouTube
How to build a team that can “take a punch” | Hilary Gridley (Head of Core Product, Whoop)
Lennys Podcast • June 15, 2025
Hilary Gridley shares how product leaders can make teams more resilient by teaching them to “take a punch” through action-oriented counterprogramming, building shared mental models of executive thinking, and using habit loops of consistency, low friction and emotional rewards.
Key Takeaways:
- When teammates feel criticized, ask “What’s one thing you can do to demonstrate the opposite of what you think they believe about you?” instead of debating past impressions, then take that specific action to rebuild trust.
- Hilary builds transparency by sharing weekly Slack notes on verbatim CTO and CEO feedback, her interpretation of how they think, and resulting team actions—reducing approval bottlenecks and aligning everyone on leadership priorities.
- To form lasting habits—whether AI upskilling or health behaviors—design routines focused on daily consistency, minimal friction (1–2 minute tasks), and powerful, immediate, emotional reward loops (e.g., Whoop’s red/yellow/green recovery score).
Vibe Versioning - Iterate UI in Cursor 10x faster
AI Jason • June 15, 2025
Jason demonstrates how to use the open source Yoyo plugin inside Cursor IDE to take lightweight snapshots of UI code, enabling rapid branching and iteration of design variants like dark mode, light mode, and Apple’s liquid glass style.
Key Takeaways:
- The Yoyo plugin provides in-IDE version control for Cursor and Cloud Code, allowing one-click snapshots and easy rollback of UI code without using Git.
- Jason’s workflow involves capturing UI inspiration screenshots (from Dribbble or mobile mockups), prompting Cursor to analyze the design system, generate a mock UI, and preview it via a built-in simple browser.
- Saved Yoyo snapshots include labeled versions—initial UI, polished dark mode, light mode, and liquid glass style—and its chat interface can query and describe each version on demand.