Smaller Model, 6.5× the Cost: What Tracing LLM Classifier Taught MeI'm building GithubTriage, an assistant that triages new GitHub issues for open-source maintainers. The first step, classifying an issue as bug, feature, question or docs, is a single structured LLM cOct 15 · 9 min readsaipriya-builds.hashnode.dev
I Almost Made Everything an Agent: How I Learned When Not to Use OneI'm building GithubTriage, an AI assistant for open-source maintainers. When a new GitHub issue is opened, it classifies it, looks for duplicates, checks whether the reporter gave enough information, Oct 13 · 8 min readsaipriya-builds.hashnode.dev
Decoding Graphs: A Pattern-Based Guide to Mastering Network LogicGraphs are simply a language for relationships. Whether you are designing a power grid, a social network, or a compiler, the patterns remain the same. Master BFS/DFS, understand Topological Sorting, aMay 10 · 4 min readsaipriya-builds.hashnode.dev
Demystifying Dynamic ProgrammingImagine you’re counting the number of stairs in a building. You count to 10. If someone asks, "How many stairs would there be if we added one more?", you don't go back to the bottom and start over. YoApr 26 · 4 min readsaipriya-builds.hashnode.dev
