Dulvarn turns CI, QA signals and pull request data into clear GO, CONDITIONAL GO and NO-GO release decisions. Built for engineering teams that need safer software delivery.
Most engineering teams have green CI but no real release governance. PRs get merged without quality gates. Releases happen without clear ownership. Production incidents follow.
Dulvarn gives every pull request and release attempt an explicit, auditable decision — backed by test signals, CI data, risk scoring and policy enforcement.
Evaluates every release attempt against configurable quality gates. Returns GO, CONDITIONAL GO or NO-GO with full reasoning.
Identifies which tests are relevant for each PR. Detects test drift and coverage gaps automatically.
AI advisory layer that analyzes PR changes and suggests risk mitigation steps before merging.
Enforce release freeze windows. Ingest signals from CI, monitoring and deployment tools.
Teams shipping frequently who need structured release governance without heavyweight processes.
Practitioners who own release quality and need auditable GO/NO-GO decisions backed by data.
Leaders who need visibility into release risk across multiple repositories and teams.
Main Product
Dulvarn runs on a modern containerized web architecture with a Python/FastAPI backend, PostgreSQL/Redis data layer, Next.js frontend, CI/CD automation and cloud/CDN edge protection.
FastAPI · PostgreSQL · Redis · Next.js · GitHub Actions
Startup credits will be used for:
Isolated environments for QA pilots and partner demos.
LLM inference costs for Release Copilot and risk scoring.
Error tracking, uptime monitoring and performance metrics.
Ephemeral environments for beta customer onboarding.
Persisting release snapshots, audit logs and artifacts.
Funnel analysis, activation tracking and onboarding experiments.
“I built Dulvarn after seeing the same release problems repeat across engineering teams — unclear ownership, missing quality gates, reactive incident response.
Dulvarn is my attempt to bring structure to software delivery: explicit decisions, auditable trails, and intelligence that helps teams ship with confidence.”