Claudio

Director of Engineering & Co-founder @madebymonogram — agentic AI systems, composable apps & elegant engineering.

[Claudio @cfofiu]

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.

[Claudio @cfofiu]

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.

[Nav Toor @heynavtoor]

🚨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.

[Claudio @cfofiu]

@widgetflow Hey AJ! We're @madebymonogram, a US-based company. We're a Vercel Certified Partner specializing in modern web apps and composable platforms. Shooting you a DM.

[Claudio @cfofiu]

@AJCentrone Hey @AJCentrone! We're Monogram. Vercel Certified Solution Partner focused on composable web platforms. Build fast, scale easily, your team can update content without devs. Happy to chat if you're still looking. https://t.co/nN1Ic2EJ1O

[Claudio @cfofiu]

@Shwinnabego We're a design + engineering shop in Atlanta focused on composable web platforms and AI-enabled experiences. Not social-first, but strong on the web dev/modernization side if any of those requests fit. Happy to chat if useful → https://t.co/nN1Ic2EJ1O

[Vercel @vercel]

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.
https://t.co/WvE5sQzxe0

[Claudio @cfofiu]

Gemini Flash for IVR is wild. 🤯
~75% faster on big prompts, latency barely changes as context grows.
For real-time, natural conversation, nothing else comes close.
#gemini #ai #googleio

[Claudio @cfofiu]

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.

[Monogram @madebymonogram]

New site who dis 👀 https://t.co/BpYB0QT4ws
#MadeByMonogram with @nextjs @vercel & @sanity_io

[Steve (Builder.io) @Steve8708]

ngl @angular lookin pretty good these days

[Monogram @madebymonogram]

Farewell, 2024. Hello, 2025.
#HappyNewYear2025 #MadeByMonogram

[Alex Albert @alexalbert__]

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:

[Monogram @madebymonogram]

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!

[Claudio @cfofiu]

@ScarsoJuan @luismariogm @ycombinator @koomen @paultoo @dflieb Here’s a good write up by none other than Paul Graham: https://t.co/Ky1i7RiiK4

[Guillermo Rauch @rauchg]

https://t.co/5RzQbL789G 👀

[Google for Developers @googledevs]

🤩 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 ↓ https://t.co/E02kWOo4sM

[React Miami @ReactMiamiConf]

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!

[Andrew Gazdecki @agazdecki]

Friendly reminder that startups with a better product lose often to startups with better distribution, brand, marketing, storytelling, and sales.

[Codie Sanchez @Codie_Sanchez]

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."