Skip to content
Nawap BastolaAI engineer
Field notes№ 01 to 03

Notes on AI and code.

RAG, agent loops and algorithms, with examples you can try as you read.

  1. № 01Highlighted passages pulled from a card catalogue into a small stack of sources.How RAG finds the answerA model needs the right information before it can give a useful answer. Try changing what gets retrieved and see what happens.9 min read5 examples to trySep 2026
  2. № 02Paper slips connected by a loop, with a corrected step and a path to completion.Inside an agent loopFollow a support request through tool calls, an error and a retry. Then change the limits and see where the loop stops.8 min read4 examples to trySep 2026
  3. № 03Rows of cards narrowing by half until a single violet card remains.Binary search, one step at a timeStart with a guessing game, then follow the code. See why halving the search works and what happens when the data is not sorted.7 min read4 examples to trySep 2026