Yansu – the Serious Coding Plaftorm

So this is more of a SOP combined with AI coding? Makes sense to be called as serious coding.

interesting to move scenarios/testing up before code generation.

also kudos on the launch video https://x.com/isoformai/status/1986101032477434129

Creator here. Happy to answer any questions

Background:

We been helping mid-market companies for the past 1.5 years and finally ready to share the internal platform publicly. Yansu (严肃) is a AI coding platform that use spec + TDD to build complex software projects. It is more like a SOP than coding agent. We focus on understanding requirements and checking outcomes against those requirements while iterating the code based on the tests.

Yansu tries to learn as much tribal knowledge as possible. These are things you don’t write down in google doc or Notion. Yansu absorbs these knowledge by continuously talking to users and distilling learning from them.

It's as if a spec + TDD platform had a baby with character.ai.

Why care about requirements? B/c 80% of any software development is understanding requirements and what exactly we want to build. We also focus on outcomes, the only thing that matters. We deliver satisfying outcomes by simulating scenarios and generating tests based on those scenarios. Our agents take that tedious testing part of the code away from others.

We prioritize accuracy over latency/cost, using a mixture of agents (not limited to CC, codex, and etc) to get the job done. We then run through continuous-testing-generating pipelines until all things pass.

What does Yansu mean? “Serious” in Chinese. Just like my favorite artist, Rene Magritte, painting in his kitchen in a suit. I want to give my coding respect and care.

Our goal is to level people up from IC to tech leads, to work on the high leverage work of planning, validating, and educating.

We made a launch video to celebrate human work that builds on all of the creative minds before us. Shoutout to CinemaSings for making this happen.

Enjoy the video and check us out: https://x.com/isoformai/status/1986101032477434129

I tried this and i like the 'spec driven' approach. its a bit like amazon's kiro, but who wants to give more data to amazon?

Tried out the demo. Interesting practice. I won't be surprised that Cursor will move towards this direction.