# Tencent Hunyuan introduces WorkForge framework for verifiable agent training environments

Tencent · 2026-10-22 · Research result

> Tencent Hunyuan presented WorkForge, a framework that builds verifiable training environments for long-horizon work agents from real-world resources, scaling to 16.7K environments across 40 domains.

This update bears on 6 kinds of work in 4 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): L2 Partial automation · From the publisher only
- [Demonstrate occupational skills and conduct practical training](https://surviagi.com/work/education-vocational-training-skill-demonstration) (Vocational skills and practical training): L2 Partial automation · From the publisher only
- [Develop algorithms and study computational properties](https://surviagi.com/work/science-research-computing-engineering-algorithm-research) (Computing and engineering research): L2 Partial automation · From the publisher only
- [Implement tool use and agent workflows](https://surviagi.com/work/software-intelligent-systems-agent-workflows) (Model applications and agent systems): L2 Partial automation · From the publisher only
- [Build evaluations and regression sets for model applications](https://surviagi.com/work/software-intelligent-systems-model-evaluation) (Model applications and agent systems): L2 Partial automation · From the publisher only
- [Pick verify pack and dispatch orders](https://surviagi.com/work/freight-logistics-warehousing-picking-packing) (Warehousing and order fulfillment): L1 Assisted · From the publisher only

## Published at

- [Source 1](https://x.com/TencentHunyuan/status/2113196619667763211)

---

Page: https://surviagi.com/updates/ev-e4a796fd156e8406ad697670246b6418b502fab0

Data generated 2026-10-22T12:15:54.158556+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.