DEVELOPER WORKFLOW DATA

Developer Workflow Intelligence

Engineering coordination data across source control, issue tracking, and data platforms. Unified SDLC schema for coding agents and SWE evals.

MULTI-TOOLJSON, ParquetReal-time via webhooks or daily batch

Overview

Tool coverageSource control, issues, docs, warehouse
Event types50+ SDLC events normalized
Data modelCommit - PR - issue - deploy graph
RefreshReal-time via webhooks
DeliveryS3, REST API, Webhook
SchemaUnified engineering activity graph
DeliveryS3, REST API, Webhook

What's included

Source Control Activity

Commits, pull requests, reviews, merges, and release tags with full diff and review-thread context. Author and repository entity-resolved.

Issue & Project Graph

Tickets, sprints, cycle times, and dependency edges across issue trackers. Joined to source-control activity via issue-PR linkage.

Data Warehouse Activity

Query patterns, dashboard usage, pipeline runs, and model refresh activity across analytics platforms. Useful for data-agent training.

Application

Training data for coding agents

Real SDLC behavior — PR reviews, cycle time, issue movement — instead of synthetic benchmarks. Grounded context for coding agents that ship to real teams.

SWE eval harness

Point-in-time snapshots of engineering work for end-to-end evals. Measure an agent against what real engineers actually did, with full review context.

Data and analytics agent training

Real query and pipeline workflows from production warehouses. Grounded context for data agents that write SQL, fix pipelines, and answer analytical questions.

Request trial access.

90-day trial with restricted scope for evaluation. No commitment required.