Premium coding data
for your model or agent

Premium coding data for your 

model or agent

Turn your agent or model into an expert coder with curated custom datasets.

Trusted by Leading AI Teams

Data solutions

Demonstrations Generation


Demonstrations Generation


Preference Labeling


Preference Labeling


Task Collection


Task Collection


Trajectory Annotation


Trajectory Annotation


Synthetic Data Enhancement


Synthetic Data Enhancement


Evaluation Datasets


Evaluation Datasets


Red Teaming


Red Teaming


Tap into a network
of expert programmers

Our vast network of vetted coding experts offers scalable data production for the languages, coding domains, and programming expertise of your choice.

Professional profiles

Backend engineers

Frontend engineers

Mobile developers

QA testers

Data scientists

Software architects

DevOps specialists

ML engineers

Coding languages

Python

C++

C#

Go

Ruby

Rust

JavaScript

TypeScript

CSS

Java

Kotlin

Scala

PHP

Bash

SQL

Swift

Dart

R

MATLAB

Solidity

Frameworks

Django

Flask

React

Angular

Node.js

.NET

Spark

Hadoop

Kafka

Kubernetes

Docker

TensorFlow

PyTorch

Vue.js

Next.js

Keras

Spoken languages

French

Korean

Ukrainian

Malay

Spanish

Russian

Vietnamise

English

Japanese

Bengali

Swedish

Filipino

Dutch

Tamil

Thai

Hindi

German

Enhance
core skills for coding models

Enhance core skills
for coding models

Refine foundation model capabilities for solving coding tasks and building advanced solutions with our custom datasets.

Code generation

Code completion, editing, translation, optimization.

Code generation

Code completion, editing, translation, optimization.

Code understanding

Explanation, commenting, documentation, summarization.

Code understanding

Explanation, commenting, documentation, summarization.

Code testing

Debugging, fixing, unit test generation.

Code testing

Debugging, fixing, unit test generation.

Code analysis

Correctness and efficiency analysis, vulnerability and malicious code detection, type prediction.

Code analysis

Correctness and efficiency analysis, vulnerability and malicious code detection, type prediction.

Tool usage

API, databases, and library usage.

Tool usage

API, databases, and library usage.

Advance coding agents for complex, long‑horizon tasks

Empower coding agents and assistants to excel in end-to-end tasks requiring step-by-step reasoning and autonomous behavior. From environment interaction to code writing, testing, and error analysis—our curated data drives agentic capabilities.

Repository generation & prototyping

Creating complete repositories from natural language task descriptions.

Repository generation & prototyping

Creating complete repositories from natural language task descriptions.

Repository issue resolution & code review

Generating commits and code reviews and preparing pull requests based on repository issues.

Repository issue resolution & code review

Generating commits and code reviews and preparing pull requests based on repository issues.

Multi-turn chat assistance

Responding to user queries in dialogues involving natural language and code snippets.

Multi-turn chat assistance

Responding to user queries in dialogues involving natural language and code snippets.

Visual frontend development

Designing and implementing user interfaces based on specific requirements.

Visual frontend development

Designing and implementing user interfaces based on specific requirements.

Data analysis

Preparing, transforming, visualizing, and modeling data, including debugging data pipelines and statistical analysis.

Data analysis

Preparing, transforming, visualizing, and modeling data, including debugging data pipelines and statistical analysis.

Case studies

Preferences labeling for code explanation

Client type:

Big tech

Experts:

Backend engineers

Frontend engineers

Mobile developers

Language:

English

French

German

Spanish

Volume:

10000 pairs

2000 per week

Application:

Improving code understanding and explanation capabilities for foundational coding model

Repository issue resolution

Client type:

Coding AI agents startup

Data type:

Agent’s trajectories evaluation

Experts:

Backend engineers

Software architects

DevOps engineers

Language:

English

Volume:

5000 trajectories

500 per week

Application:

Coding agent for repository maintenance and bug-fixing tasks

Trusted by Leading AI Teams

Trusted by Leading AI Teams

Enhance your coding AI models
with curated datasets

Enhance your coding AI models with curated datasets