
Debadyuti RoyChowdhury
@deb_data_pm
VP Products @InfinyOn. I share about the first principles of data as product to power better decisions and business growth.
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Repeat after me. Generative AI is non-deterministic Generative AI is non-deterministic Generative AI is non-deterministic Generative AI is non-deterministic Generative AI is non-deterministic Generative AI is non-deterministic Generative AI is non-deterministic Generative AI is…
How do you design and develop reliable AI agents? Building AI programs that can automate complex workflows is on every roadmap right now. However, the core challenge is managing the non-deterministic nature of LLMs, which makes achieving trust, reliability, and consistency…

The most important challenge in LLM and Ai agent development is NOT building the pipeline. Or connecting tools. It's understanding the gaps in the pipeline. The failures are embedded in traces, tool calls. A useful frame to understand the gaps is the "Three Gulfs Model" shared…

Yes this is it. Context is loaded. Context is king. Context is worth as much if not more than the content in the prompt. “context articulation” and “context clarification” sounds it a bit more intuitive than “context engineering” But hey, all of us want to be engineers!
I really like the term “context engineering” over prompt engineering. It describes the core skill better: the art of providing all the context for the task to be plausibly solvable by the LLM.
This 💯
Maya Angelou said: "People will forget what you said, but they'll never forget how you made them feel." That's the problem with overthinking: you're so busy trying to script the perfect sentence that you forget to show up as an actual human being — and it's the actual human being…
What does an AI first browser look like? Waiting for @diabrowser and @perplexity_ai comet to experience.
expanding comet access to more folks as we near the finish line. reply here if interested. needs to be MacBook. Preferably Apple silicon but Intel is fine too. DM your email that you use for perplexity.
Curious what to make of this post that showed up as I opened LinkedIn. Is this ideologically motivated opinion? Biased propaganda? Or a factual take? What do folks in @X believe? Wonder what is the current state and future trajectory according to @lindayaX or @elonmusk.

Procrastination is like tech debt: it seems like fun until you are crippled.
Love the builders at the Builders Club!
Our first Building 101 dinner with over 20 founders was a lot of fun! We got together for 3 weeks, shared what we were working on, and lessons, and made new friends. Our next series starts in late March. Early idea stage to just got my first investment/customers founders are…



Building AI agents? You're probably facing these 3 challenges: - 78% of agent systems fail at state management - 2.7s average response delay kills user experience - 63% accidentally expose API keys These are the top issues with Agentic AI applications at the moment. Curious…
400 millisecond. Tens of thousands of transactions. Coming from the Solana blocks and other chains. How could we process them to make the information become insight for average investors. Blockchain devs need access to updated transactions and information backed by serverless…
Checkout this discussion between our CEO @wedtm and our friends at @InfinyOn about our Serverless RPC service and how it wouldn't be possible without the magic of Fluvio. youtube.com/watch?v=cbwHbA…
This really is it! This is the tip of the iceberg of what intelligence truly is. It is not about more data, more information, more insight. It is a function of wisdom, discernment, discretion, based on absolute truths.
Chess prodigy Josh Waitzkin developed a process to achieve peak performance in any craft or career. He’s applied it to the world of investing, professional sports, science and more. The MIQ Process. It is not a quick fix, but rather a rewiring of your default settings.
Since we have started discussing the very public "rumours" about the Snowflake <> RedPanda story. I am compelled to record a video to share some observations. Maybe, debunk some myths circulating about the rest of the market. Hold my coffee! ☕


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