Blog
Notes on product analytics, data teams and AI agents.
Agentic AI: What It Can and Can't Do Yet
The AI landscape is evolving quite fast. Each and every day feels like "Fire on the Mountain... Run, Run, Run". Among the most exciting developments is agentic AI—systems that can autonomously plan, reason, and take actions to accomplish goals. But while these agents represent a significant leap forward, they're just one milestone on a much longer journey.
Agent Frameworks Compared: CrewAI vs LangGraph vs AutoGen
Multi-agent systems are all the rage in 2024. With the rise of powerful LLMs, we're seeing frameworks emerge that help orchestrate teams of AI agents working together to solve complex problems. Let's dive into a comparison of three leading frameworks: CrewAI, LangGraph, and AutoGen.
Designing the Data Platform for Travel Triangle
When Travel Triangle approached me to design their analytics platform, I was an outsider to the travel industry. However, my expertise in user analytics, AI, and experience building data platforms for companies like PayU and Zynga gave me the perfect toolkit to tackle their unique challenges.
First 30 Days: 11 High-Impact Experiment Ideas to Impress Your New Product Team
Starting a new product role is like being dropped into the middle of a movie. Everyone else knows the plot, characters, and backstory—while you're just trying to figure out what's happening. I've identified 12 high-impact experiments that can help you make a strong impression without requiring deep domain expertise.
Why AARRR Metrics Are the Holy Grail for Product Managers
For a consumer software product like video games, mobile apps, I find the AARRR framework (aka Pirate Metrics) to be the most useful. It's like that one reliable friend who always tells you the truth, even when it hurts.