Architect

Aug 4, 2026 · Artificial Intelligence

From Bug Fixes to Completed Work: Insights from Tencent’s WorkBuddy Bench

WorkBuddy Bench reveals why fixing a bug does not equal finishing a task, proposing a four‑layer completion model and a reproducible benchmark that evaluates agents across Code, Web, Office, and Security workspaces, showing how prompts, context, harnesses, loops and graphs must be verified to claim true completion.