> For the complete documentation index, see [llms.txt](https://developer.harness.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://developer.harness.io/roadmap/continuous-integration.md).

# Continuous Integration

Explore planned Continuous Integration capabilities and enhancements.

This page tracks planned capabilities and enhancements for Continuous Integration.

### Now

Q3 2026, August 2026 - October 2026

<table data-column-title-hidden data-view="cards" data-search="true"><thead><tr><th>Tag<select multiple><option value="code-quality" label="Code Quality" color="blue"></option><option value="insights" label="Insights" color="blue"></option><option value="intelligence" label="Intelligence" color="blue"></option><option value="cloud" label="Cloud" color="blue"></option><option value="networking" label="Networking" color="blue"></option><option value="developer-experience" label="Developer Experience" color="blue"></option><option value="ai" label="AI" color="blue"></option></select></th><th>Title</th><th>Description</th></tr></thead><tbody><tr><td><span data-option="code-quality">Code Quality</span></td><td><strong>Code Coverage with Test Intelligence for Python and Java</strong></td><td>Enable code coverage reporting when using Test Intelligence, showing accurate coverage metrics even when only a subset of tests is executed.</td></tr><tr><td><span data-option="code-quality">Code Quality</span></td><td><strong>Visualize Code Coverage across branches and repositories</strong></td><td>Track code coverage trends over time across different branches and repositories, gaining insights into coverage gaps and improvements.</td></tr><tr><td><span data-option="code-quality">Code Quality</span></td><td><strong>View coverage on Pull Requests and Status Checks</strong></td><td>See code coverage metrics directly on pull requests with status checks that enforce coverage thresholds before merging.</td></tr><tr><td><span data-option="insights">Insights</span></td><td><strong>View detailed test level execution and flake history</strong></td><td>Visualize test metrics such as pass/fail rates, duration trends, and flake frequency across builds with detailed test-level insights.</td></tr><tr><td><span data-option="intelligence">Intelligence</span></td><td><strong>Test Intelligence for Integration Tests</strong></td><td>Test Intelligence will learn the full dependency chain for each test across service boundaries, allowing tests that hit external services to also be selectively run.</td></tr><tr><td><span data-option="cloud">Cloud</span></td><td><strong>Harness Cloud - GPU Enabled Machines</strong></td><td>Run GPU-accelerated workloads such as machine learning training, simulation, or graphics-heavy builds directly on Harness Cloud infrastructure.</td></tr><tr><td><span data-option="cloud">Cloud, </span><span data-option="networking">Networking</span></td><td><strong>Native Support for Reverse Proxy</strong></td><td>Add native reverse proxy support for Harness Cloud CI workflows, enabling secure connectivity to private services (artifact registries, code repositories, etc) and replacing 'Secure Connect'.</td></tr><tr><td><span data-option="cloud">Cloud, </span><span data-option="networking">Networking</span></td><td><strong>Egress Control for Harness Cloud</strong></td><td>Production launch of native egress control for Harness Cloud on Linux and Windows, enabling secure firewall rules to control outbound traffic from build environments.</td></tr><tr><td><span data-option="developer-experience">Developer Experience</span></td><td><strong>Upload and Display Artifacts</strong></td><td>Upload build artifacts and metadata to Harness-managed storage. View them directly in the browser alongside pipeline execution results or download for inspection and debugging.</td></tr><tr><td><span data-option="ai">AI</span></td><td><strong>AI-powered errors classification</strong></td><td>AI-powered error classification to enable meaningful pipeline failure messages and dashboards, surfacing human-readable insights on the root cause, build and test failures.</td></tr></tbody></table>

### Next

Q4 2026, November 2026 - January 2027

<table data-column-title-hidden data-view="cards" data-search="true"><thead><tr><th>Tag<select multiple><option value="intelligence" label="Intelligence" color="blue"></option><option value="fast" label="Fast" color="blue"></option></select></th><th>Title</th><th>Description</th></tr></thead><tbody><tr><td><span data-option="intelligence">Intelligence</span></td><td><strong>Test Intelligence for JavaScript-based languages with Cypress</strong></td><td>Accelerate test cycles of applications written in JavaScript-based languages with Test Intelligence, selectively running only tests that are related to the code changes made.</td></tr><tr><td><span data-option="fast">Fast</span></td><td><strong>Build Intelligence for Go</strong></td><td>Speed up Golang builds by reusing outputs from previous runs and avoiding redundant compilation of unchanged code.</td></tr></tbody></table>

### Later

February 2027 & beyond

<table data-column-title-hidden data-view="cards" data-search="true"><thead><tr><th>Tag<select multiple><option value="integrations" label="Integrations" color="blue"></option><option value="mobile" label="Mobile" color="blue"></option><option value="intelligence" label="Intelligence" color="blue"></option></select></th><th>Title</th><th>Description</th></tr></thead><tbody><tr><td><span data-option="integrations">Integrations, </span><span data-option="mobile">Mobile</span></td><td><strong>Native integration with Fastlane</strong></td><td>Simplify building and publishing iOS and Android applications with native Fastlane integration.</td></tr><tr><td><span data-option="intelligence">Intelligence</span></td><td><strong>CocoaPods Support with Cache Intelligence</strong></td><td>Accelerate mobile development and build times with Cache Intelligence for CocoaPods.</td></tr><tr><td><span data-option="intelligence">Intelligence</span></td><td><strong>Matrix Support for Test Intelligence</strong></td><td>Enable Test Intelligence to work seamlessly across matrix build configurations, intelligently selecting tests for each matrix combination.</td></tr></tbody></table>

### Released

What has been released

<table data-column-title-hidden data-view="cards" data-search="true"><thead><tr><th>Tag<select multiple><option value="fast" label="Fast" color="blue"></option><option value="beta" label="beta" color="blue"></option><option value="intelligence" label="Intelligence" color="blue"></option><option value="cloud" label="Cloud" color="blue"></option><option value="developer-experience" label="Developer Experience" color="blue"></option><option value="self-hosted" label="Self-hosted" color="blue"></option><option value="networking" label="Networking" color="blue"></option></select></th><th>Title</th><th>Description</th></tr></thead><tbody><tr><td><span data-option="fast">Fast, </span><span data-option="beta">beta</span></td><td><strong>Flaky Test Detection</strong></td><td>Identify and track flaky tests to improve test reliability and build stability.</td></tr><tr><td><span data-option="intelligence">Intelligence, </span><span data-option="beta">beta</span></td><td><strong>Flaky Test Management</strong></td><td>Define custom rules to qualify flaky tests and manage quarantine list to separate noise from signals in test suites.</td></tr><tr><td><span data-option="fast">Fast</span></td><td><strong>Smart Parallelism with Test Intelligence</strong></td><td>Optimize resource usage by intelligently allocating only the required number of parallel stages based on selected tests, eliminating idle machines when parallelism exceeds test groups. Support for Python, Java, C#, Ruby, Scala, and Kotlin.</td></tr><tr><td><span data-option="cloud">Cloud</span></td><td><strong>Harness Cloud - CPU and Resource Insights</strong></td><td>Visibility into CPU and memory consumption pipeline stages running on Harness Cloud infrastructure, enabling performance tuning and better resource class selection.</td></tr><tr><td><span data-option="developer-experience">Developer Experience</span></td><td><strong>Real-Time Status for Containerized Step Groups</strong></td><td>Show real-time step status updates during execution for containerized step groups.</td></tr><tr><td><span data-option="fast">Fast, </span><span data-option="beta">beta</span></td><td><strong>Test Intelligence for JavaScript-based languages with Jest</strong></td><td>Accelerate test cycles of applications written in JavaScript-based languages with Test Intelligence, selectively running only tests that are related to the code changes made.</td></tr><tr><td><span data-option="self-hosted">Self-hosted</span></td><td><strong>Azure Blob Storage support for Build Intelligence and Docker Layer Caching</strong></td><td>Use Azure Blob Storage as a backend for Build Intelligence and Docker Layer Caching when using self-hosted build infrastructure.</td></tr><tr><td><span data-option="cloud">Cloud, </span><span data-option="networking">Networking</span></td><td><strong>PrivateLink Productisation</strong></td><td>Enable self-service of AWS PrivateLink for Harness Cloud CI workflows, enabling secure connectivity to private services (artifact registries, code repositories, etc).</td></tr></tbody></table>

{% @harness-feedback/feedback module="roadmap" pagePath="roadmap/continuous-integration" %}