CI/CD pipeline guides — integrate automated testing into your deployment pipeline and ship with confidence.
Testing
OAuth2 integrations are painful to test in CI because the authorization code flow requires a browser and human interaction. This guide covers how to test OAuth2 without browser automation: mocking the token exchange, testing the callback handler, validating token storage, testing refresh flows, and running full browser-based auth tests with
Testing
AI agent pipelines need CI/CD just like any software — but standard pipelines don't account for LLM non-determinism, evaluation costs, or model-level regressions. This guide covers building CI/CD pipelines specifically for AI agent systems: fast deterministic checks, LLM evaluation gates, model upgrade workflows, safety guardrails, and production
Test Reporting
Running tests is table stakes. Understanding what the results mean over time — that's where teams actually improve their quality practice. Test trend analysis is the discipline of reading patterns from test result history: which tests are reliable, which are lying to you, which parts of the codebase have
Test Reporting
A test report that no one reads is noise. A test failure that doesn't create a Jira ticket gets forgotten. A CI build that breaks but doesn't alert anyone in Slack lets bugs sit for days. Integrating test reports into the tools your team already uses
Test Reporting
As test automation grows from dozens to thousands of test cases, understanding why tests are failing becomes harder than running them. ReportPortal addresses this directly: it's an open-source test reporting and analytics platform built for teams that run large-scale automation. Unlike simple JUnit report viewers, ReportPortal applies machine
Test Reporting
Most CI pipelines collect test results and then throw them away. The JUnit XML file gets archived, the pipeline moves on, and nobody looks at the trend until something catastrophically breaks. A Grafana dashboard changes that. By routing test result data into a time-series store, you get visibility into pass
iOS Testing
A test suite that takes 45 minutes to run is not a safety net — it is a speed bump. Engineers skip it, merge without waiting, and the feedback loop that automated testing is supposed to provide collapses. Slow iOS CI is one of the most consistent complaints in mobile development,
Testing
Semaphore CI is a hosted continuous integration and delivery platform focused on speed. Its main selling points are fast build machines and first-class support for test parallelism — both within a single job and across multiple jobs. If your test suite takes too long and you want parallel execution without complex
Testing
Drone CI is a container-native CI/CD platform that uses Docker for every step of the pipeline. Unlike CI tools that add Docker support as an afterthought, Drone was designed from the ground up around containers — each pipeline step runs in its own Docker image with complete isolation. This makes
Testing
Buildkite takes a different approach to CI/CD. Rather than running builds on Buildkite's infrastructure, you run Buildkite Agents on your own machines or cloud. Buildkite coordinates the work; your infrastructure executes it. This gives you full control over the build environment while keeping the pipeline management in
Testing
TeamCity is JetBrains' CI/CD server, widely used in Java and .NET shops but capable of building anything. Its test reporting goes deeper than most CI tools — it tracks test history, identifies flaky tests, and shows failure trends across builds without plugins. This guide covers configuring TeamCity for reliable
Testing
Azure DevOps is Microsoft's end-to-end DevOps platform, combining repositories (Azure Repos), CI/CD (Azure Pipelines), project tracking (Azure Boards), test management (Azure Test Plans), and artifact hosting (Azure Artifacts) in one product. For .NET teams and Microsoft-stack organizations, Azure DevOps Pipelines offers deep integration with Visual Studio tests,