Founder @IndustryGTM | AI Agent Builder

San Francisco, CA
Joined April 2009
From Claude Code. I absolutely love pitting them against each other.
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How to create a better first draft of your AI Agent
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3 ideas to use AI in your solo business if you’re just getting started 1. Use Claude Code or Codex, connect it to a folder on your computer, and have it edit files for you 2. Teach it how to do repetitive tasks that you want to automate 3. Create skills (and you can find many examples online) Go beyond prompting back and forth and have AI do the work just like you’d do it.
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3 reasons your AI Agents are giving you or your users generic outputs. 1. You haven't given them anything to explain your taste. 2. They haven't seen examples of what good looks like. 3. You haven't run evals on the range of inputs they may receive Teach your agent, and it’ll be differentiated from someone just using an LLM.
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3 ways to create a better first draft of your AI Agent. 1. Make a plan and have another model review it (e.g. Claude Code <> Codex) before building 2. Give it "few shot examples" - real examples from your own brain, not written by AI! 3. Create a "taste spec" that articulates your point of view on what outputs should look like More time up front planning and scoping creates 10x better output.
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I love Muse, but some of its proactive notifications are so random. It was helping me with a gym routine. I also asked about rain forecast. Now, any time it's about to rain at the time I went to the gym those two mornings, it alerts me.
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Sometimes chatting with my LLM is just like corporate email back-and-forth. See my responses in blue. See my responses in green. See my comments in purple. For ever and ever and ever. Except now I can get frustrated and throw in a /compact
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I tried Jev. It took some revs, but here’s how I got it to save me time and $$, and (hopefully) build a better product. Some context: for my GTM Brain project, I’m building a library of creative, AI-enabled GTM moves from sources I respect.
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This. Georgian wine country was the most unique wine country destination I've been to.
Sameness is more a function of HOW people travel rather than WHERE You can experience uniqueness anywhere, but you can also go better places Go to: Wine country Georgia (🇬🇪) Al Ula (KSA) Bhutan Black Rock City Streets of Havana nature: Komodo Masai Mara Patagonia
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NEWS: The first paid agents built by a citizen builder are LIVE on Agent.ai. Someone had to go first, and I guess I drew the short straw. Everyone is tired of AI slop.
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You can take the output and drop it into the *Cold Email Analyzer* and *Web Copy Analyzer* to get edits and see how your target persona would react to your content. All delivered in a visually appealing output that provides reasoning and context.
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Check them out directly at agent.ai or DM me for a link. First few runs of the new agents are free. Over the next few weeks, I'll be posting more about the process to build these. I believe we all need to be sharing all the amazing AI tools we're building.
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Shaalin Parekh retweeted
The people in this photo aren't friendlier than you. Their apartments are just smaller. So small that Parisians basically gave up on living indoors and moved their living rooms onto the sidewalk. And that was the whole plan. In the 1850s, a city planner named Baron Haussmann tore apart medieval Paris and rebuilt it. He widened streets into boulevards, capped every building at five stories, and added one rule that explains this entire photo: the ground floor of every building had to be a café, a bakery, or a shop. The apartments above were intentionally tiny. Some were single rooms carved out of old mansions. No garden. Barely any sunlight. A private balcony was something most Parisians would never have. So the café became home. You ate breakfast there. Held meetings there. Received your mail there. By the late 1700s, Paris already had close to 2,000 of them. In 2002, there were still 1,907. Even now, after years of closures brought that number to about 1,410, the coverage is absurd: a 2020 city study found 94% of Parisians live within a five-minute walk of a bakery. When COVID shut indoor dining in 2020, Paris ripped out parking spaces, turned them into outdoor terraces, and let 9,800 cafés and restaurants keep them permanently. An American sociologist named Ray Oldenburg wrote a book in 1989 called The Great Good Place. He had a name for spots like the Parisian café: "third places." Not your home, not your office, but the casual in-between spots where you actually get to know people. Cafés, pubs, barbershops, the corner store where the owner knows your name. His whole argument was that American suburbs were built with only two zones, your house and your job, connected by a car. No sidewalk café, no place to bump into a neighbor by accident. The U.S. Surgeon General declared loneliness a national health epidemic in 2023. Being alone all the time is as bad for your body as smoking 15 cigarettes a day. Half of American adults say they feel lonely. Weekly socializing dropped from 5.5 hours in 2003 to just 4 hours in 2023, and it never bounced back after COVID. Americans between 15 and 29 now spend 45% more time alone than they did in 2010. The scene in this tweet looks like a personality trait. It is a 170-year-old engineering project that works exactly as designed.
What is stopping humanity from living peacefully together?
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Shaalin Parekh retweeted
There's a physicist at Stanford named Safi Bahcall who modeled this exact principle and the math is wild. He calls it "phase transitions in human networks." When you're stationary, your probability of a lucky event is limited to your existing surface area: the people you already know, the places you already go, the ideas you've already been exposed to. Your opportunity window is fixed. When you move, your collision rate with new nodes in a network increases nonlinearly. Double your movement (new conversations, new cities, new projects) and your probability of a serendipitous encounter doesn't double. It roughly quadruples. Because each new node connects you to their entire network, not just to them. Richard Wiseman ran a 10-year study at the University of Hertfordshire tracking self-described "lucky" and "unlucky" people. The single biggest differentiator wasn't IQ, education, or family money. Lucky people scored significantly higher on one trait: openness to experience. They talked to strangers more, varied their routines more, and said yes to invitations at nearly twice the rate. The "unlucky" group followed the same routes, ate at the same restaurants, and talked to the same 5 people. Their networks were closed loops. No new inputs, no new collisions. Luck isn't random. Luck is surface area. And surface area is a function of movement. The lobster emoji is doing more work than most people realize. Lobsters grow by shedding their shell when it gets too tight. The growth requires a period of total vulnerability. No protection, no armor, soft body exposed to the ocean. That's the cost of movement nobody posts about. You have to be uncomfortable first. The new shell only hardens after you've already moved.
a moving man will meet his luck 🥀
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My ChatGPT Wrapped is here! A few interesting findings:
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Disclaimer: OpenAI didn't generate this for me. I built it with ChatGPT, Claude, Python, Canva, and @dharmesh 's imagegen[.]ai Want to build your own? I'm breaking down the full process in this week's newsletter. Sign up at agentGTM[.]ai
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