Research & Data
Data over dogma.
We aggregate telemetry, code metrics, and leadership surveys to publish quantitative reports on how the best software teams actually operate.
Q1 2026500+ Teams Surveyed
State of DevOps & CI/CD 2026
A survey of 500+ VP of Engineering leaders on DORA metrics, MTTR (Mean Time To Recovery), and the adoption curve of Platform Engineering over traditional DevOps.
Q4 202550 Enterprise Bills Analyzed
The True Cost of Cloud Egress Fees
An analysis of AWS, GCP, and Azure billing data across 50 enterprise clients, detailing how egress bandwidth charges often dwarf compute costs in data-heavy applications.
Q3 20251M+ Commits Analyzed
Remote Developer Productivity Index
Comparing PR merge velocity, code churn, and incident rates between fully remote, hybrid, and fully on-premise engineering teams.