Current Agentic Development Workflow(June)Using AI for developement is changing pretty fast(maybe a lil too fast) and I keep evolving my workflow as it progresses. So I thought I'll start documenting it at certain times, just to reflect and s1Jun 3 · 2 min readdsdev.in
The cost of doing evals has gone down substantially...Evals have been extremely important for building agentic products. This is a known fact, but the main problem has always been doing better or decent evals. The hard part of evals is not just building 1May 19 · 4 min readdsdev.in
K.I.S.S(Keep It Static, Stupid): System prompt ft. cachingThe 3 most important things that control what happens to the cache are: Tool Defs Systemp Prompts Messages Explicitly in this order! Atleast confirmed for claude and gpt models. The gemini docs a61SApr 22 · 5 min readdsdev.in
Not All Caches Are Equal: Claude, OpenAI, and GeminiWe focus quite a bit on prompt caching @LittlebirdAI to ensure lower latencies and cost. But it's very tricky to get it right, esp when you deal with multiple providers. There are quite a few really g1Apr 22 · 2 min readdsdev.in
Some notes on Agentic search & TurbopufferSearch systems are always broken. Mend them with care, and like Kintsugi, they become more beautiful. Recently I’ve been diving deep in improving search & retrieval for Littlebird and here are some notes worth sharing. Turbopuffer Tpuf is an amazing...1Aug 31, 2025 · 6 min readdsdev.in
