Dhaval Singh's Blog

Dhaval Singh's Blog

Jun 3, 20262 min read248 views

Current Agentic Development Workflow(June)

How my development setup looks like using agents

The cost of doing evals has gone down substantially...
May 19, 20264 min read86 views
K.I.S.S(Keep It Static, Stupid): System prompt ft. caching
Apr 22, 20265 min read382 views
Not All Caches Are Equal: Claude, OpenAI, and Gemini
Apr 22, 20262 min read147 views
Some notes on Agentic search & Turbopuffer
Aug 31, 20256 min read661 views

Counting tokens at scale using tiktoken
Using encode_to_numpy to count number of tokens in large strings to save memory and CPU
Jul 22, 20252 min read868 views
Run any LLM locally on your Mac in less than 2 mins
Yes, it's that simple
Jun 30, 20251 min read699 views
Resources to transition to 'Applied AI' role
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. While this is a good thing and using LLMs with no prior classical ML knowledge helps in some ways it is also a de...
Jun 27, 20253 min read271 views
Curated resources: AI Product x How to eval?
List of resouces for building a solid eval pipeline for your AI product
Mar 9, 20252 min read555 views
Order of fields in Structured output can hurt LLMs output
Evals on how does the order of fields in prompts w/ structured output(JSON) affect the LLM response quality
Jan 5, 20254 min read3.6K views
Murphy's Law: Startup Version
10x Engineer or 0.1x
Oct 23, 20242 min read271 views