@agenteo

Product & engineering leader. 20+ years. Currently building AI-powered systems. Previously @pivotallabs

 Europe
teotti.com
Joined August 2007
  • Tweets2.5K
  • Following340
  • Followers432
331Media
My iPad 2 worked until a factory reset. Now activation returns "Device Unknown" on both home and Apple Store Wi-Fi. Apple Support said, "We don't know what's causing it," then sent it to feedback. A working device is now e-waste. #AppleActivationFail
After the reset when connecting to Apple's servers... Device unknown... of course Apple is taking 0 responsibility about it.

ALT After the reset when connecting to Apple's servers... Device unknown... of course Apple is taking 0 responsibility about it.

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Is DHL possibly the dodgiest shipping company in the world? 1kg box (a book) shipping coming from Japan. The book was 8.97E, DHL already charged me 23.10E for shipping NOW THEY CHARGE 20E to clear customs? Same books they charged 10Euros to clear customs a week prior. #DHL
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Of course on top of it I am paying 5E GST, and 3E Duty. Can they do that?
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This Claude Design promotional badge is very Web 2.0 2005-2009ish
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Just saw this on tv. Don’t follow Soccer much but that #adidas logo being larger than the #worldcup country’s name… feels really off. As if… the country comes after Adidas. Great marketing move.
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AI writes prettier tickets than your #PM. That’s how you get Zombie Barbies: tickets that look done but have no brain. Clean format. Clear acceptance criteria. No link to a goal. #AI isn’t the problem. It amplifies your process. More in the post: teotti.com/zombie-barbies-ai…
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80 LLM prompts. 21k PDFs processed. The problem wasn’t the model. It was the system: no evals, no audit trail, shared prompts with a 100% blast radius. I wrote about the steps it took to get the project back on track: teotti.com/80-prompts-zero-e… #ai #llm #productmanagement

80 prompts, zero evals: fixing an LLM pipeline after launch | Enrico Teotti

A client shipped an 80-prompt LLM pipeline with no evals, no audit trail, and no dashboards. By month five, operators were throwing away 80% of the output. Here's how I helped the team fix it —...

teotti.com
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A year helping a client use AI in production taught me this: teotti.com/one-year-with-ai-… #ai #llm #nohype #productmanagement
🤖 Made with AI
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Everybody is talking about Kagi supporting LinkedIn-speak → English. My bet: @LinkedIn acquires Kagi and bakes that feature right into the feed. I know I’d use it. #linkedinspeak
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A PM actually used this very flow at a past client :D #ai #claudecode #pm
kanav
@kanavtwtMar 18
Someone built a Google translate for Linkedin 😭
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translate.kagi.com/
kanav
@kanavtwtMar 18
Someone built a Google translate for Linkedin 😭
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omg and somebody actually build a real tool linkedinspeaktranslator.com/

Linkedin Speak Translator

Use this LinkedIn Speak Translator to turn everyday text into LinkedIn-style language or decode LinkedIn jargon into more natural wording.

linkedinspeaktranslator.com
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LLM job classifier at ~60% recall. ~1,000 jobs/day to review manually. TF-IDF + narrower prompt → 95% recall, ~90 jobs/day. No added LLM cost. teotti.com/how-to-increase-r… #productmanagement #ai #llm #evals

From 68% Recall to 95%: Fixing a Job Classifier Without Increasing LLM Spend | Enrico Teotti

A legacy LLM classifier was missing 32% of the jobs it was built to find. Here's how I replaced it with an ensemble of heuristics, ML, and a multi-step LLM chain — without increasing API costs.

teotti.com
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I moved a domain from @GoDaddy to @Cloudflare. Straightforward process. Surprisingly bad documentation. I wrote up the full step-by-step guide — including the hidden auth code flow and approval steps — with screenshots: medium.com/@agenteo/step-by-… Hope this saves someone some time.
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Stop copy-pasting SQL results into ChatGPT. Connect an AI agent to your DB via MCP, point it at your source code for context, and ask product questions in plain English. That's how you go from data to insights: teotti.com/generate-product-… #MCP #agents #productmanagement
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Experiment with #ai at your own pace. Avoid the hyped up tools. And be aware of the risks.
Summer Yue
@summeryue0Feb 23
Nothing humbles you like telling your OpenClaw “confirm before acting” and watching it speedrun deleting your inbox. I couldn’t stop it from my phone. I had to RUN to my Mac mini like I was defusing a bomb.
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Enrico Teotti retweeted
Summer Yue
@summeryue0Feb 23
Nothing humbles you like telling your OpenClaw “confirm before acting” and watching it speedrun deleting your inbox. I couldn’t stop it from my phone. I had to RUN to my Mac mini like I was defusing a bomb.
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An #LLM without #MCP is a brain thinking with its eyes closed. MCP lets your AI actually do work — query databases, pull logs, create tickets — instead of hallucinating answers. Time to take the red pill 💊 teotti.com/llm-and-mcp-a-pri…

LLM and MCP: A primer | Enrico Teotti

An LLM is a brain thinking with its eyes closed. MCP lets it see and act. A simple guide to the building blocks of modern AI agents.

teotti.com
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LLMs in production need shared ownership: product sets thresholds, engineering builds evals. Neither works alone. I wrote up 8 standards we've found essential for shipping LLM features that actually hold up in production: teotti.com/8-standards-for-b… #LLMs #ProductEngineering
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I’m happy to share that I’ve completed part 3 of the "AI Product Management" and obtained a new certification: Human Factors in AI from Coursera! After looking (and building) AI models in part I, and some best practices in managing machine learning proje…lnkd.in/dntdqSYf
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