Service · 01

Code data engineered by senior engineers.

RLHF, SFT, and verifier construction for the world's most demanding coding models.

Ready in days, not weeksProvenance on every datapointvraify / pipeline

What we deliver

Spec, deliver, verify. Every engagement scoped with your post-training team.

+Coding problem creation with full test-suite coverage

+AI-generated code evaluation — functional, stylistic, architectural

+Bug identification and fix annotation

+Code quality scoring against production standards

+Multi-step coding task trajectories for agents

+Debug session annotation

+Codebase navigation traces

+PR review data

+Function-calling correctness data

+Repository-scale refactor labeling

+Automated test case writing for code RL

+Reward function design for coding tasks

+Evaluation harness construction (SWE-bench style)

+Sandbox-grade verifiers, sealed and reproducible

Coverage

PythonJavaScriptTypeScriptRustGoJavaC++SoliditySQLRubySwiftKotlin

Next step

Spec a coding-data pilot.

From benchmark target to first delivery in days.