AI Advisor & Trainer | Youtuber | AI ROI, Cost Optimization & Token Maxxing | Ex-Amazon | Book 1:1 @ https://teapawt.org/t.co/RGPmBaYHEV
Washington, DC
Joined July 2011
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I'm teaching 𝟑 𝐥𝐢𝐯𝐞, 𝐨𝐧𝐞-𝐝𝐚𝐲 𝐀𝐈 𝐰𝐨𝐫𝐤𝐬𝐡𝐨𝐩𝐬 on Maven:
• Loop & Harness Engineering
• Ship an AI Agent to Production on AWS
• AI Cost & ROI
Before the workshops, I'm hosting 𝟑 𝐅𝐑𝐄𝐄 𝐥𝐢𝐯𝐞 𝐥𝐞𝐬𝐬𝐨𝐧𝐬 (45 minutes each, 12 PM ET):
📅 𝐓𝐡𝐮, 𝐍𝐨𝐯 𝟏𝟗: How loop engineering and harness engineering fit together
📅 𝐅𝐫𝐢, 𝐍𝐨𝐯 𝟐𝟎: How $47.53 in AWS Bedrock calls went unnoticed—and how I fixed it
📅 𝐓𝐮𝐞, 𝐍𝐨𝐯 𝟐𝟒: Stop measuring AI by tokens used. Start measuring what it earns.
𝐒𝐢𝐠𝐧 𝐮𝐩 𝐟𝐨𝐫 𝐟𝐫𝐞𝐞: maven.com/cloudyeti
🎟️ 𝐖𝐚𝐧𝐭 𝐚 𝐰𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝐝𝐢𝐬𝐜𝐨𝐮𝐧𝐭? Reply or DM me for a coupon code.
🎓 𝐒𝐭𝐮𝐝𝐞𝐧𝐭𝐬: I'm also offering free scholarship seats. DM me if cost is a barrier.
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Rant: Subbed to ChatGPT since Plus launched. $2,600+ on subscriptions, plus API. Forgot to downgrade before one renewal, asked for a refund the next day. Two days, two long replies, just to say no. A trillion-dollar company can do better than that. @OpenAI
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TIL headless Claude Code can use your real browser.
`claude -p --chrome` gives a cron job the same Chrome you're logged into. So the boring "open the dashboard, find the thing, copy it over" step doesn't have to wait for me anymore.
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What comes after loops?
OpenAI's answer at DevDay 2026: agent teams. Several agents work on one goal and share what they find, and a coordinator moves effort to whatever is working.
If enough people want it, I'll make a hands-on video on setting up agent teams. Comment "agent-teams" and I'll send you the link when it's ready.
Link to OpenAI's full DevDay talk on YouTube below 👇
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hey @grok transform Chick-fil-A storefront using this prompt using menu Chick-fil-A serves
Here's a strong prompt that recreates this exact Brazilian churrasco storefront energy on any restaurant:
"Transform the restaurant facade into a full Brazilian costelaria style: cover the upper walls with large black vinyl banners filled with hyper-realistic close-ups of sizzling grilled meats (costela, picanha, frango, linguiça) with flames and smoke, bold yellow/white Portuguese text, 'ASSADOS COM MUITO SABOR', family BBQ slogans, flame logos, high-contrast commercial advertising look, keep street and cars realistic"
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I dictated 321,944 words since April.
That's 45 to 55 hours of me talking into a mic.
Wispr Flow at $15 a month would have cost me $105 so far.
Microsoft's new MAI-Transcribe-2 would have cost $4.50 to $5.50 at $0.10 an hour. Microsoft says it's #1 on FLEURS and Artificial Analysis has it at #2.
I paid $0. I built a small Mac app that runs Whisper large-v3-turbo, OpenAI's open-source speech model, right on my MacBook. No API, no subscription.
everyone should vibecode a whisper flow clone for themselves. Super easy to do with open source models like openai whisper to transcribe the audio.
this is mine
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hey @grok help me extract the prompt to turn any restaurant's storefront into something like this. This clearly works for some restaurants.
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Seeing a lot of takes like Nvidia will struggle or crash without Jensen. While i also feel that way, I also believe that one of the jobs of a CEO is to ensure that the company can go on being successful without them.
This is an exercise every manager does for a team or area they're managing. Single point of failures need to be minimized.
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everyone should vibecode a whisper flow clone for themselves. Super easy to do with open source models like openai whisper to transcribe the audio.
this is mine
Don't be surprised if Mercor raises billions of dollars.
They're offering people $200 for health data, $400 for training data, and so on.
The AI training data gold rush is real.
We raised our $750 million Series D at a $20 billion valuation from @benchmark, @generalcatalyst, @nvidia, @salesforce, and @zoom.
@mercor scaled from $1M to $3B in run-rate revenue in 27 months, the fastest in history to $3B.
For 2 years, we've organized human intelligence to build evals and training data for every frontier lab.
The labs are the leading indicator for AI startups, then the Fortune 500.
Our growth has accelerated over the past 6 months as enterprises start evaluating and training their own models. For many, owning their intelligence is existential.
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Made a mini Jatayu vs Ravana game from the Ramayana. Same sky fight as in the new Ramayana movie.
Built with Claude Fable + 16 subagents in about 2 hours:
• 264 tool calls
• 53M tokens
• 4,175 lines of code
Play it free, post your score on the leaderboard, and challenge a friend to beat it:
vedicgame.com/games/jatayu-v…
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Startups in 2026 need 3 people to crush it: 1 tech, one marketer, one designer.
If you’ve got all 3 skills you’re gonna crush it
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I asked GPT-6: “What will separate the top 1% of AI engineers from everyone else in 2027? Give me 7 uncomfortable truths.”
Here's the biggest shift it predicts 👇
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Claude and OpenAI web search cost $10 per 1,000 searches. DeepSeek does it for $0.75 and Parallel for $1.
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The Claude Code "What's new" page hasn't been updated since Week 37. Anyone know what happened?
@addyosmani @alexalbert__
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"Outcome factory" is a better name than "Software factory"
Non tech people don't care about software and the software factory principles can be applied to all domains
Do you have a better name for it?
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AI has changed the game so much that as soon as I saw this, instead of paying $100 a month for this service, gave my agent a /goal to use browser + computer use to sync my Youtube library to Spotify. Currently in progress...
In the past year, thousands of YouTubers have made millions of dollars posting their videos to Spotify.
Today, I'm launching flightcast.com/youtubers
Post your YouTube videos to Spotify, automatically, forever.
Full back catalog, full sync for new videos.
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