Jellyfish Academy
Mastering Engineering Management through data-driven operational excellence.
Automate engineering velocity and business alignment with AI-driven workflow intelligence.
LinearB is a leading Engineering Intelligence platform designed to bridge the gap between engineering workflows and business objectives. By 2026, the platform has evolved from a passive reporting tool into an active automation engine, primarily driven by its proprietary gitStream technology and AI-enhanced Correlation Engine. The technical architecture ingests and correlates metadata from Git providers (GitHub, GitLab, Bitbucket) and Project Management tools (Jira, Linear, Azure DevOps) to provide a real-time view of development health. It focuses heavily on the four DORA metrics—Deployment Frequency, Lead Time for Changes, Change Failure Rate, and Mean Time to Recovery—while offering unique 'Investment Profile' visibility into resource allocation. LinearB’s 2026 market position is defined by its ability to not only identify bottlenecks but to proactively resolve them through programmable workflow policies. This allows engineering leaders to reduce 'idle time' in the PR process, improve developer experience (DX) by automating routine tasks, and provide the C-suite with predictable software delivery timelines based on empirical data rather than manual updates.
A 'Workflow as Code' engine that allows teams to define PR routing rules using .cm files stored in the repo.
Mastering Engineering Management through data-driven operational excellence.
Transform engineering velocity with AI-driven DORA metrics and predictive bottleneck detection.
The world's leading engineering intelligence platform for standards, component sourcing, and technical knowledge management.
The leading Engineering Management Platform that aligns technical execution with business strategy.
Verified feedback from the global deployment network.
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Automatically categorizes Git commits into 'New Value', 'Bug Fixes', 'Non-Functional', and 'Refactor'.
A real-time bot that monitors PRs and alerts developers when a PR is 'at risk' or unassigned.
Correlates Jira/Linear issues with actual code progress to predict completion dates.
Measures developer burnout indicators like 'Work on Weekends' and 'PR pickup latency'.
Advanced automated calculation of the 4 key DORA metrics with drill-down capabilities to specific branches.
Automated merging of 'Safe' changes (e.g., documentation, formatting) without manual intervention.
PRs sit idle for days, stalling the development pipeline and delaying features.
Registry Updated:2/7/2026
Monitor Cycle Time reduction in dashboard
Executive leadership lacks visibility into where engineering effort is spent.
Forgotten PRs increase technical debt and merge conflicts.