Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote. - DietrichGebert/ponytail

Battle-tested at Alibaba’s scale. Hybrid architecture code review tool: deterministic pipelines LLM Agent, precise line-level comments, built-in fine-tuned ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI

How I built a structured AI-assisted development workflow as a Tech Lead, where the real work happens before a single line of code is written.

Multiple parallel Claude-Code sessions power a self-improving AI factory where agents write, review, and refine code.