Tuhin Rawat.
Product Manager
AI and Platform Product Strategy
Strategist. Systems thinker. Builder.
Transforming enterprise operations through agentic systems and data-driven delivery.

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This is how I've learned and simplified concepts for myself—you can try learning the same way. Happy learnings.
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Latest from the blog
View all- Stop Waiting for User Feedback. Simulate It with AI.
- Product manager pivoting job role in the era of AI
- In the world of Open-claw and having personal AI assistant, how does the safeguards keep execution in check
- How AI Assistants Remember: A Practical Memory Architecture Guide
- Anatomy of Agents and their architectural components
- RAG Made Ridiculously Simple: How AI Looks Up Answers
- How does a product manager go about taking RAG architecture decision
- What metrics should product manager or engineer should focus on, for their RAG performance
- Contextual Retrieval - Anthropic's Approach
- How Query rewriting worked for us in improving accuracy and bringing cost savings in followup token consumption in queries
Latest scribbles
View allAI PMs will not be judged on their ability to vibe code or having expertise in using AI tools, they will standout when t…
Read moreHighly complex process with variable steps based on context, many possible paths, judgement calls and ambiguous inputs i…
Read moreA system or a process with fixed sequence of steps , deterministic outcomes, limited branching (if / then ) and no ambig…
Read moreA better planned agent reduces number of steps to find answer, this translates into reduced steps and reduced tokens. Ev…
Read moreFuture of AI is being local and operationally efficient, OPENCLAW has shown the world how much personalised AI can be. S…
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