A practical guide to offline-online regressions in RecSys: feedback loops, delayed labels, train/serve skew, OPE limits, 11 release gates, and an incident playbook.
Articles
Total 6 published materials - from engineering cases to life observations. Each has something to grab onto.
A practical engineering framework for choosing between workflow and agent: criteria, architecture patterns, evals, security, cost, and rollout plan.
A practical guide to shipping a support RAG agent with tool-calls: architecture contract, release gates, policy enforcement, observability, and FinOps.
A practical MLOps framework for model releases: which gates are mandatory before rollout, and how to keep quality, SLO, and cost under control.
A second mode of the site: a browser OS with an AI assistant that controls windows and apps through tool calls.
How to teach a language model to understand a catalog through semantic IDs and produce controllable recommendations with explanations