Director of Engineering & Co-founder @madebymonogram — agentic AI systems, composable apps & elegant engineering.
Joined May 2011
- Tweets 572
- Following 585
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- Likes 924
49 Photos and videos
Quick gut check I've been using while building AI systems:
- Are we storing everything or only what matters?
- Can the system update what it "knows" about a user over time?
- Can that knowledge be inspected and corrected?
- Do our evals catch edge cases and regressions?
The hard part is not generating responses.
It's building systems that learn in a reliable way.
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The hardest part of building AI agents isn't the AI.
It's making them predictable.
Users expect:
- consistent answers
- reliable actions
- no weird edge cases
Getting there means:
- strict tool schemas
- defensive prompts
- evals for edge cases and regressions
- retries and validation
- logs for everything
AI feels magical in demos.
Production is engineering.
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Claudio retweeted
Feb 12
🚨BREAKING: Microsoft just solved the "Agent Loop" problem.
Agent Lightning is an open-source framework that lets agents learn from their own mistakes using Reinforcement Learning.
Your agent fails a task → Agent Lightning analyzes why → Updates the prompt automatically → Next run succeeds.
100% Opensource.
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We now support Bun on Vercel.
Bun is an open runtime pushing the frontier on DX and performance.
Start building and see our latest benchmarks.
vercel.fyi/buntime
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Legends, old friends, and new faces—Interrupt 2025 delivered. A full day of honest conversations on building AI agents, what’s working, what’s not, and how to get to prod. Shoutout to the @langchain crew for a great event.
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Claudio retweeted
21 Apr 2025
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Claudio retweeted
19 Dec 2024
2025 will be the year of agentic systems
The pieces are falling into place: computer use, MCP, improved tool use. It's time to start thinking about building these systems.
At Anthropic, we're seeing a few best practices emerge - we wrote a blog post with our findings:
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Claudio retweeted
28 Nov 2024
Just wrapped up an amazing offsite in Mexico City 🇲🇽 🌮 — thriving at the intersection of Design Engineering Service depends on a team sharing strong friendships, laughter, good food, and a sense of wonder.
¡Hasta luego, #CDMX!
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Claudio retweeted
1 Apr 2024
🤩 Interested to learn more about leveraging Gemini's advanced image recognition and expansive context window? See how @googledevs partners #BuildWithGemini 🛠️
Deep dive into Gemini 1.5 Pro explorations with @madebymonogram ↓ goo.gle/3TGe8zh
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Claudio retweeted
12 Apr 2024
It’s LIGHTS OUT and away we go 🔥🔥
Conf badge designed by the one and only @madebymonogram!
Can’t wait to pick these up in just 1 week!
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Claudio retweeted
10 Apr 2024
Friendly reminder that startups with a better product lose often to startups with better distribution, brand, marketing, storytelling, and sales.
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Claudio retweeted
6 Apr 2024
My richest mentor told me...
"I win more for one reason. I move fast. By the time most people are done analyzing, I've already made three mistakes and found a better way."
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Claudio retweeted
2 Jan 2024
Goodbye 2023. Hello 2024. Here are some of our best moments.
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Claudio retweeted
28 Dec 2023
Nice to M8 you.
#ComingSoon #MadeByMonogram
ALT A laptop sitting on a dark cube. The laptop shows a yellow screen with a dark Monogram "M" logo in the center.
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Claudio retweeted
22 Dec 2023
Seems like I was right :)
25 Jan 2023
2023 will be big for Angular!
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