Engineering · Intelligence
·2026Troodo
Engineering intelligence that acts.
Troodo is an AI-native engineering intelligence workspace for managers — turning GitHub and GitLab delivery data into daily briefs, PR queues, reviewer-load signals and manager-ready reports.
Overview
Troodo watches the engineering system instead of asking managers to assemble status by hand. It reads delivery metadata from GitHub and GitLab, then turns pull requests, review patterns, ownership signals and stale work into one daily operating picture.
The product is designed for action: prioritized PR queues, reviewer-load alerts, code-ownership maps, delivery reports and grounded natural-language answers that cite the underlying evidence.
It is built with a security-first integration model — least-privilege source control access, tenant-scoped authorization, private enterprise sync paths and careful boundaries around what metadata leaves a customer network.
What makes it work
Daily engineering brief
A manager-ready readout of bottlenecks, risk and delivery movement without rebuilding the story manually.
Prioritized PR queue
Pull requests ranked by review load, age, ownership and delivery risk instead of simple recency.
Ownership signals
Find the people who know each area and the places where that knowledge is dangerously concentrated.
Grounded AI answers
Ask about delivery, reviews or ownership and get evidence-scoped answers tied to normalized source-control data.