# GitHub Next and Microsoft Research release Chopin and Proof-Driven Development Kit in research preview

Microsoft · 2026-10-21 · Capability update

> GitHub Next and Microsoft Research release Chopin and a Proof-Driven Development Kit in research preview, letting teams ship AI-generated code to production without line-by-line review.

This update bears on 2 kinds of work in 2 markets. Highest level accepted: L2 Partial automation.

## The work it bears on

- [Assess practical performance and occupational competence](https://surviagi.com/work/education-vocational-training-competence-assessment) (Vocational skills and practical training): Claimed L3 · Accepted L2 · From the publisher only
- [Develop business logic and service APIs](https://surviagi.com/work/software-application-code-backend-code) (Application interfaces and business development): Claimed L3 · Accepted L2 · From the publisher only

## Published at

- [Source 1](https://x.com/github/status/2112938664959562081)

---

Page: https://surviagi.com/updates/ev-5c3779f8ad768d6edf9c9bc3b396541194b4cf8d

Data generated 2026-10-22T00:18:52.702527+00:00; method activity-level-1; ontology 2.4.0.
Machine-proposed: no person has reviewed these readings, and the method is not calibrated.
Cite the page address together with the generation time.