Offload the mental burden of context switching by creating a dedicated AI assistant in Claude or ChatGPT. This 'second brain' holds all your project context and can even scrape and analyze thousands of customer conversations from sites like Reddit.
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Begin by feeding your AI project (in Claude or a custom GPT) a foundational set of documents. This gives the AI a solid understanding of your project's mission, product, and goals. Upload company kickoff decks, PRDs, and even PDFs of your public website pages.
Use a large language model like Claude to write a Python script that automatically gathers customer conversations. You don't need a deep technical background; just describe your goal and ask for step-by-step instructions.
I wanna find everything that's written about [monday.com], whether it be on Reddit, Twitter, LinkedIn, anything that's online. I wanted like a sort of an automated freeway to do this.Once the script generates a .csv file of conversations, upload it back into your AI project. Ask the AI to act as a data analyst and summarize the findings into a structured format.
Here, I'm giving you this, this file. This is one of the files that was pulled out with 30,000 rows, of conversations. And I said, I want you to summarize it. In a table, where you put like the frequency, so how often it comes up, at what percentage I need weights because I need numbers to go back to my team and for myself to know what to prioritize, see what the biggest hottest topics are that people are, are discussing, and some of the key discussion points.Always double-check the AI's work. Ask it to provide specific quotes or references from the original data for its claims. Once verified, upload the summarized insights back into your AI 'brain' to deepen its knowledge base.
Give your AI specific instructions on how to behave. Tell it to act as a professional product manager, to challenge your ideas, and to provide candid, honest feedback rather than being overly agreeable.
I also gave it like a lot of like instructions on, you know, you know how to give feedback to me, you know how to give candid feedback and you're not gonna be like, too nice to me. You know how to challenge. It's 'cause I hate it when the AI will be like super supportive of every idea that I come up with, like push back on things.
Follow Sahil Lavingia's method for delegating small but impactful maintenance tasks, like fixing an internal Slack report, to the AI agent Devin. This workflow shows how to use simple, clear prompts to fix code and update system prompts without distracting your engineering team.
Learn Gumroad CEO Sahil Lavingia's process for rapidly prototyping a UI with v0, then using the AI agent Devin to autonomously code, implement, and submit the feature for review, turning a multi-day task into a one-hour workflow.
Improve your writing in real-time by using ChatGPT as a first reader. Get instant feedback on structure, clarity, and flow as you write, allowing you to polish your work section by section.
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