AI Coding is not a technical problem — it's a management problem. From requirements to execution to acceptance, building explicit contracts at each stage is the deterministic boundary of AI Coding. A milestone summary from the Agent Management forum.
Alibaba's qwen-code CLI is a fork of Google's Gemini CLI. Legally fine under Apache 2.0, but from a product management perspective, this was a rash decision. Users discovered the /init command still generates GEMINI.md instead of QWEN.md — a leftover from an incomplete fork audit.
Complaints that AI-written code is unusable? The problem is not correctly applying iterative methodology. Iteration means repeatedly approximating a fixed goal through multiple attempts. In software development, iteration applies to every stage — from requirements to implementation and testing.