Dhaval Singh's Blog

Using AI for developement is changing pretty fast(maybe a lil too fast) and I keep evolving my workflow as it progresses.

Evals have been extremely important for building agentic products.

The 3 most important things that control what happens to the cache are: Tool Defs Systemp Prompts Messages Explicitly in this order!

We focus quite a bit on prompt caching @LittlebirdAI to ensure lower latencies and cost.

Search systems are always broken.

Tiktoken is one of the most popular tokenizers out there.

I am just surprised that is is so simple.

I have seen quite a few software devs(including me) with little to no background in ML jumping on the genAI train in the last 1-2 years.

We at Seezo have been trying our best to make evals a first class citizen in our SDLC of our LLM backed product.

We at Seezo deal with structured output(SO) a lot, and hence I have a lot of interest in understanding what’s the best way to prompt LLMs, esp when constraining their output to JSON and how can it affects result.

Being a founding engineer has been a wild ride.

I was playing around with 4o’s vision capability, especially for extracting complex technical architecture diagrams and here is how i did it.

A big lesson I've learned while building LLM-based applications: "Unless you have a closed feedback loop, nothing you do will be good enough" Allow me to explain.

I am new to Django and recently spent a good chunk of time trying to debug what I thought was quite trivial.

Context: I started working at Seezo, where we are building a product for security design reviews.

Hello, fellow AI enthusiasts who are trying to stay updated with the new tech boom that is AI (like me!).

We have all generated random numbers at one point or another, be it for calculations or HTTP cookies.

Context Talk at the BRUG(Bangalore Ruby Users Group) Meetup Dec 2023.

Did you know they have ashtrays in Airplane bathrooms even tho smoking is banned inside!?

ActiveRecord is a great ORM, with a ton of nifty little things that make your life easy when dealing with DB queries. pluck is one such method.