Academy
Learning hub for Scrum Masters
Your single destination for learning Jellyfish, running guided workflows, saving your work, and exploring platform capabilities.
Getting Started
Learning modules
These modules form the core of the learning-first experience and connect directly into examples, reference, and playbooks.
Jellyfish fundamentals
Understand what Jellyfish measures, how platform areas connect, and why Scrum Masters should read metrics as workflow signals rather than isolated dashboards.
Covers the 6 product areas: AI Impact, Operational Effectiveness, Planning & Delivery, Business Alignment, DevEx, and DevFinOps.
Delivery and scope
Learn deliverables, scope and effort history, sprint health, and how to spot bottlenecks or creeping scope in practice.
Includes Life Cycle Explorer for issue-level analysis and Workflow Analysis for tracing work from intake to deployment.
Allocations and FTE
Ground allocation concepts in focus, KTLO pressure, and realistic planning conversations using Jellyfish's patented Work Model.
Automatic FTE calculation from work items — no time tracking required. Includes Capacity Planner and Scenario Planner.
DevEx and AI impact
Two distinct platform products that together cover developer experience measurement and AI tooling ROI.
DevEx: research-backed surveys, DevEx Index, DORA/SPACE correlation, industry benchmarking, AI-driven recommendations. AI Impact: Adoption Insights, Multi-Tool Comparison, Impact Insights, AI Spend Insights, Auto Report Builder.
DORA Metrics
All 4 DORA metrics tracked by Jellyfish, verbatim from jellyfish.co/platform/devops-metrics/
Deployment Frequency
Track how often the team pushes deployments. See the impact of process and tooling changes to ensure continuous improvement.
Lead Time for Changes
Understand the duration of your full value delivery cycle, from the moment a change is selected for development to its deployment.
Mean Time to Resolution
Measure the time from the start of an incident to its resolution, and minimize system downtime.
Change Failure Rate
Monitor the frequency of incidents or deployment failures to guarantee uninterrupted delivery of value to your customers.
Core metrics
These metric definitions cover the signals that matter most to Scrum Master workflows.
Deployment Frequency
It reveals whether the team can move work through delivery reliably, not just complete tickets inside a sprint board.
Scrum Master angle: Use it in reviews and retros to connect sprint process changes to actual delivery outcomes.
DevEx Index
It helps Scrum Masters discuss blockers using evidence instead of only anecdotal retro feedback.
Scrum Master angle: Bring it into retros to identify recurring sources of drag and prioritize systemic improvements.
Resource Allocation
It helps teams explain why sprint capacity feels constrained and whether KTLO work is crowding out roadmap delivery.
Scrum Master angle: Use it before planning and after retros to ground conversations about focus, spread, and capacity risk.
Unlinked Pull Requests
It reveals effort happening outside the delivery workflow, which can erode trust in sprint metrics.
Scrum Master angle: Review it weekly to coach better workflow hygiene and explain metric anomalies.