Product & engineering leader. 20 years. Currently building AI-powered systems. Previously @pivotallabs
Joined August 2007
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- Following 342
- Followers 429
- Likes 771
328 Photos and videos
Apr 10
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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Mar 30
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
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Mar 26
A year helping a client use AI in production taught me this: teotti.com/one-year-with-ai-…
#ai #llm #nohype #productmanagement
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Mar 19
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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Mar 18
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Mar 18
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
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Mar 12
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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Mar 2
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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Mar 2
Experiment with #ai at your own pace. Avoid the hyped up tools. And be aware of the risks.
Feb 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
Feb 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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Mar 1
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…
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Mar 1
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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26 Jun 2023
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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23 May 2023
Last week I gave a talk about Online Agile Retrospectives, thanks to Aleksandr Zuravliov for hosting me!
You can find the slides here: lnkd.in/ewi-tRTu
#retrospectives #agile #online lnkd.in/eXQBNwXU
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23 May 2023
I think this is mostly fluff apart from theme finding in clusters... if it really works with small datasets like that and it doesn't just take a bag of words approach. So... if it does work it could be interesting and... will open an ethical can of worms,…lnkd.in/e3Q5bejZ
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14 Apr 2023
I’m happy to share that I’ve obtained a new certification: Managing Machine Learning Projects from Coursera!
Interesting to learn how an AI and ML project has to pay specific attention to specific elements (and failure types) on top of what a non-AI soft…lnkd.in/eaVHRZ9U
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6 Apr 2023
Before Zoom invests in (/jumps on the bandwagon?) in AI for their whiteboard they should really fix their whiteboard experience...
#online #facilitation #ai
ps
I had to check if this was an April Fool's joke lnkd.in/eZd6K8yP
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