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//Builds

Build and testAI code at scale.

The Software Delivery Agent uses AI to accelerate continuous integration, so every change is safely taken through production at AI velocity.

  • Speed

    AI writes code faster than legacy CI can build it

    Build Intelligence, Docker Layer Caching, and managed cloud builds cut build time at every layer.

  • Tests

    Test suites stop blocking every PR

    Test Intelligence runs only what matters, flaky tests are quarantined automatically, and coverage gates catch regressions.

  • Governance

    One standard for every pipeline

    Golden templates and OPA policies enforced at every build. AI is governed.

//Overview

What is AI-powered continuous integration?

AI-powered continuous integration (CI) uses AI to author pipelines, run only the tests a change affects, cache build outputs and explain failures, so CI keeps up with the volume of code AI assistants now produce.

DataObserve Developer combines pipeline authoring, an error analyzer, Build Intelligence caching and Test Intelligence with build provenance and SBOM generation, and runs builds in parallel at scale.

//Build fast. Debug instantly.

AI that acts on context, not guesses

A Knowledge Graph across your pipelines, test history, and code changes powers every build.

  • Pipeline authoring

    Describe your stack. Get a production-ready pipeline with caching, tests, and security scanning configured.

  • Error analyzer

    Build breaks? AI cross-references commits, deps, and test history to pinpoint root cause in seconds.

  • Build Intelligence

    Incremental builds cache unchanged outputs. If a module didn't change, it doesn't rebuild.

  • Test Intelligence

    AI selects only the tests impacted by a code change.

  • Provenance & SBOM

    Software Bills of Materials and provenance records generated as part of the build workflow.

  • Parallelism at scale

    Split builds and test suites across parallel nodes automatically.

//Explore more withDataObserve

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//FAQs

Builds: questions teams ask

  • How does caching speed up builds?

    Build outputs from Gradle, Bazel, and Maven, Docker layers, and package dependencies are cached at every step.

  • What is Test Intelligence?

    AI runs only the tests that matter for a change, accelerating test cycles by up to 80%.

  • Can I migrate from Jenkins?

    Yes. A migration utility converts pipelines from Jenkins, GitHub Actions, CircleCI, and others, preserving stages and steps.

  • What is SLSA Level 3?

    SLSA (Supply-chain Levels for Software Artifacts) Level 3 requires builds to run on a hardened platform that produces non-forgeable provenance, so you can prove how an artifact was built.

  • What is an SBOM?

    A software bill of materials lists every component and dependency in a build. DataObserve Developer generates one for each build automatically.

  • Which build tools are supported?

    Common build systems including Gradle, Bazel and Maven, Docker image builds and package managers, with caching for each.

// Designed for enterprises

We safeguard your company data and protect workspace privacy.

Review security, data handling and deployment requirements with our team.

  • Security and privacy

    Keep sensitive information within your organization’s approved data boundaries.

  • Governance and access

    Define who can access connected data and which actions require approval.

  • Enterprise deployment

    Plan deployment around your infrastructure and operational requirements.

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