Smaller Model, 6.5× the Cost: What Tracing LLM Classifier Taught MeOne slow LLM call, two wrong assumptions, and the measurements that corrected them.9 min read·saipriya-builds.hashnode.devOct 15
I Almost Made Everything an Agent: How I Learned When Not to Use OneDesigning an AI GitHub issue-triage bot, I ended up with six steps and one agent. Here's the rule that got me there.8 min read·saipriya-builds.hashnode.devOct 13
Decoding Graphs: A Pattern-Based Guide to Mastering Network LogicGraphs. Using real-world examples—from Google Maps' routing to LinkedIn’s connection levels—we map common algorithmic patterns like BFS, DFS, Dijkstra’s, and MST to the problems they solve. Whether you're preparing for a technical interview or building complex software, this post provides the mental framework needed to turn messy nodes and edges into elegant, efficient solutions.4 min read·saipriya-builds.hashnode.devMay 10
Demystifying Dynamic ProgrammingLearn the 5 core DP patterns, a simple thinking framework, and how to map any problem to a solution.4 min read·saipriya-builds.hashnode.devApr 26
