BLOG
Insights on shipping safely
Engineering deep-dives, product updates, and release best practices.
EngineeringFeatured
How we reduced analysis time from 3 minutes to under 2
A deep dive into the parallelization and caching strategies that made AI analysis 40% faster without sacrificing accuracy.
April 1, 2026 · 8 min read
Product
Introducing Revenue Impact Analysis: put a dollar amount on every bug
Every bug costs money. Now ARI tells you exactly how much — per day, per user segment, per critical flow.
January 24, 2026 · 5 min read
EngineeringBuilding an AI that simulates QA engineers at scale
How the model was trained on 50,000+ real production incidents to achieve 94% accuracy on critical bug detection.
December 10, 2025 · 12 min read
Best PracticesWhy gut-feel release decisions are costing you $22K per incident
The average production incident costs $22,000. Here's how data-driven release decisions change the math entirely.
October 28, 2025 · 7 min read
IntegrationGitHub Actions + ARI: automated risk checks on every PR
Step-by-step guide to adding ARI as a required PR check in your GitHub Actions workflow.
September 15, 2025 · 4 min read