How does Atlas handle Scala's complex type system during reviews?

Atlas leverages its `lsp` tool, which connects to Model Context Protocol servers, to understand Scala's type system, `implicit` definitions, and `trait` hierarchies. This allows it to accurately `findReferences` for changed signatures and provide intelligent refactoring suggestions, far beyond what a simple text-based diff can offer for Scala code.

Can Atlas review changes to my `build.sbt` file?

Yes, Atlas can read and understand changes within your `build.sbt` file. Its `read` tool can pull the full file content, and its `bash` tool can execute `sbt` commands to verify build changes. Atlas treats `build.sbt` as a critical part of your Scala project's configuration, ensuring consistency and correctness.

What if Atlas proposes a change I don't agree with in my Scala code?

Atlas operates with a strong emphasis on user control. It drafts plans in a read-only agent and presents all proposed Scala code edits as a unified diff for your explicit approval. You can review, modify, or reject any suggested change to your `src/main/scala` files or `build.sbt` before it's written, ensuring you maintain full control.

How does Atlas ensure my Scala code stays private?

Atlas can build its code index with local Ollama embeddings, keeping your Scala code off third-party servers. All Atlas tool calls are permission-gated, and it operates terminal-natively, ensuring your proprietary `src/main/scala` and `sbt` project details remain within your local environment.

Can Atlas help with `scalafmt` compliance during a Scala PR review?

While Atlas doesn't directly run `scalafmt` as part of the default review workflow, its `bash` tool can easily be instructed to run `scalafmt --test` or `scalafmt` on changed Scala files. This allows you to integrate formatting checks into your review process, ensuring your `src/main/scala` code adheres to your project's style guidelines.

How does Atlas handle large Scala projects with many `sbt` modules?

Atlas is designed to scale. It indexes code by AST declarations using tree-sitter, not blind line windows, which is highly effective for large Scala projects with multiple `sbt` modules. Its `lsp` tool can navigate references across these modules, providing a unified view of the codebase regardless of its complexity.

Review a Pull Request in Scala with Atlas in 2026

Atlas empowers Scala developers in 2026 to review pull requests with comprehensive context, moving beyond simple line-by-line diffs by integrating directly with your `sbt` project, `ScalaTest via sbt test` runner, and `scalafmt` formatter to understand the full impact of changes.

How Atlas Fetches and Understands Scala Code Changes

In 2026, Atlas begins a Scala pull request review by fetching the target branch and producing a raw diff, leveraging its robust VCS layer to expose `git` data. This initial step ensures Atlas has the precise changes from files like `build.sbt` or `src/main/scala/com/example/MyClass.scala`.

Atlas's core capability for reviewing Scala pull requests starts with its deep integration into version control systems. It uses its VCS layer to expose `git` data, allowing it to fetch the specific branch associated with a pull request. Once the branch is active, Atlas employs the `bash` tool to produce the raw patch, which details every modification. Unlike a human reviewer who might struggle to keep track of multiple `git diff` outputs, Atlas processes this information systematically. It doesn't just look at the diff hunks; it prepares to read the full files, ensuring that context outside the immediate changes in a Scala file like `src/main/main/scala/com/example/Service.scala` is readily available for subsequent analysis. This foundational step is crucial for understanding how changes in one part of a Scala codebase might affect another, especially with complex `sbt` module structures or implicit definitions.

Reading Full Scala Files for Comprehensive Context

Atlas reads entire Scala files, not just diff hunks, to provide a complete contextual understanding of changes in 2026. This approach ensures that modifications within `src/main/scala` or `src/test/scala` are evaluated against their full surrounding code, preventing context-blind errors.

To catch bugs that a line-by-line diff would miss, Atlas utilizes its `read` tool to pull the full contents of changed Scala files. For instance, if a developer modifies a method in `src/main/scala/com/example/Utility.scala`, Atlas reads the entire `Utility.scala` file, not just the lines within the diff hunk. This is critical in Scala, where `implicit` parameters, `trait` implementations, or `typeclass` instances can have far-reaching effects not immediately visible in a small diff. By having the complete file content, Atlas can better understand the architectural implications of a change, such as how a new `case class` definition in `model/src/main/scala/com/example/Data.scala` interacts with existing pattern matches or serialization logic across the project's `sbt` modules. This comprehensive file access is a cornerstone of Atlas's ability to provide intelligent, context-aware reviews.

Verifying Scala Signature Changes with LSP References

Atlas employs the `lsp` tool's `findReferences` operation to verify Scala function signature changes in 2026, ensuring no callers are broken outside the immediate diff. This is vital for Scala projects, where refactoring a `def` in `src/main/scala` can impact numerous `sbt` modules.

A significant challenge in reviewing Scala pull requests is ensuring that changes to function or method signatures do not inadvertently break callers that are not part of the immediate diff. Atlas addresses this by using the `lsp` (Language Server Protocol) tool's `findReferences` operation. For every changed `def` or `val` signature within a Scala file, such as a modification to `def process(data: MyType): Result` in `src/main/scala/com/example/Processor.scala`, Atlas queries the LSP server to identify all references across the entire codebase. This includes references in other `sbt` modules or even in `src/test/scala` files. This proactive check catches potential compilation errors or runtime issues that a human reviewer might overlook, especially in large Scala projects with complex dependency graphs. The `lsp` tool's deep understanding of Scala's type system and project structure, often configured via `build.sbt`, makes this a powerful safety net.

Detecting Stale Patterns and Feature Flags in Scala

Atlas uses the `grep` tool to detect stale patterns, old constant names, or forgotten feature flags within Scala codebases in 2026. This ensures that a change to a `val` in `src/main/scala/com/example/Config.scala` is consistently applied across all relevant files.

Beyond structural code changes, pull requests often require updates to specific patterns, constant names, or feature flags that might be duplicated across a Scala project. Atlas employs the `grep` tool to systematically search for these patterns. For example, if a `val` representing a configuration key in `src/main/scala/com/example/Constants.scala` is updated, Atlas can `grep` for the old key's string literal to ensure all usages are updated. This is particularly useful for catching stale copies of code, outdated comments, or feature flags that should have been removed or modified as part of the change. This `grep` capability acts as a diligent assistant, ensuring consistency across the entire Scala project, including `build.sbt` files, `src/main/scala` source files, and even documentation within the repository, preventing subtle bugs from lingering in the codebase.

Running ScalaTest via sbt test for Comprehensive Validation

Atlas runs `ScalaTest via sbt test` to validate Scala pull requests in 2026, reporting findings as a `todowrite` list ordered by severity. This ensures that changes in `src/main/scala` are thoroughly tested against existing `src/test/scala` suites, providing concrete feedback.

The ultimate validation for any Scala code change is its behavior under test. Atlas integrates directly with the Scala toolchain to execute tests using `ScalaTest via sbt test`. After performing its static and contextual analysis, Atlas invokes the `bash` tool to run the `sbt test` command within the project's root directory. This executes all defined `ScalaTest` suites, typically located in `src/test/scala/`. Atlas then captures the output, analyzes any failures or regressions, and reports these findings as a `todowrite` list. This list is ordered by severity, highlighting critical test failures first. This step is indispensable for ensuring that new features or bug fixes in `src/main/scala` do not introduce regressions and that the existing test suite, often defined with `ScalaTest` matchers and assertions, continues to pass. It provides concrete, actionable feedback to the developer, directly linking code changes to their functional impact.

Atlas's Safety and Approval Mechanisms for Scala Edits

Atlas incorporates multiple safety mechanisms for Scala code edits in 2026, including permission-gated tool calls and a read-only plan agent. Every proposed change to a `build.sbt` or `src/main/scala` file requires explicit user approval before writing.

Atlas is designed with robust safety and approval mechanisms to ensure that any changes it proposes to a Scala codebase are intentional and reviewed by the developer. Before any tool call, such as `bash` to run `sbt test` or `lsp` to refactor, Atlas checks against permission-gated `allow`, `ask`, and `deny` rules. Furthermore, Atlas drafts a comprehensive plan in a read-only plan agent and asks for user approval before switching to a build agent that can make modifications. When Atlas does propose an edit to a Scala file, like `src/main/scala/com/example/Service.scala` or even `build.sbt`, it computes a unified diff for every file edit and surfaces it for approval. This diff is presented in a clear, human-readable format, allowing the developer to review the exact changes before Atlas writes them to disk. Atlas also snapshots file changes as `git` patches, enabling easy diffing and rolling back of edits, providing an additional layer of security and control over the Scala project's integrity.

Step by step

01Fetch the pull request branch and generate the raw diff using Atlas's VCS layer and the `bash` tool, focusing on changes in `build.sbt` and `src/main/scala`.
02Use the Atlas `read` tool to pull the full contents of all changed Scala files, such as `src/main/scala/com/example/Feature.scala`, to gain complete contextual understanding beyond diff hunks.
03For every changed `def` or `val` signature in Scala files, invoke the Atlas `lsp` tool's `findReferences` operation to identify and verify all callers across `sbt` modules.
04Employ the Atlas `grep` tool to search for old constant names, stale copies, or feature flags that should have been updated or removed within the Scala codebase, including `src/main/scala` and configuration files.
05Execute `ScalaTest via sbt test` using the Atlas `bash` tool to run the project's test suite, capturing results from `src/test/scala` and reporting findings as a `todowrite` list ordered by severity.
06Review Atlas's proposed changes, presented as a unified diff, and approve them before Atlas writes any modifications to your Scala project files.

Frequently asked questions

How does Atlas handle Scala's complex type system during reviews?: Atlas leverages its `lsp` tool, which connects to Model Context Protocol servers, to understand Scala's type system, `implicit` definitions, and `trait` hierarchies. This allows it to accurately `findReferences` for changed signatures and provide intelligent refactoring suggestions, far beyond what a simple text-based diff can offer for Scala code.
Can Atlas review changes to my `build.sbt` file?: Yes, Atlas can read and understand changes within your `build.sbt` file. Its `read` tool can pull the full file content, and its `bash` tool can execute `sbt` commands to verify build changes. Atlas treats `build.sbt` as a critical part of your Scala project's configuration, ensuring consistency and correctness.
What if Atlas proposes a change I don't agree with in my Scala code?: Atlas operates with a strong emphasis on user control. It drafts plans in a read-only agent and presents all proposed Scala code edits as a unified diff for your explicit approval. You can review, modify, or reject any suggested change to your `src/main/scala` files or `build.sbt` before it's written, ensuring you maintain full control.
How does Atlas ensure my Scala code stays private?: Atlas can build its code index with local Ollama embeddings, keeping your Scala code off third-party servers. All Atlas tool calls are permission-gated, and it operates terminal-natively, ensuring your proprietary `src/main/scala` and `sbt` project details remain within your local environment.
Can Atlas help with `scalafmt` compliance during a Scala PR review?: While Atlas doesn't directly run `scalafmt` as part of the default review workflow, its `bash` tool can easily be instructed to run `scalafmt --test` or `scalafmt` on changed Scala files. This allows you to integrate formatting checks into your review process, ensuring your `src/main/scala` code adheres to your project's style guidelines.
How does Atlas handle large Scala projects with many `sbt` modules?: Atlas is designed to scale. It indexes code by AST declarations using tree-sitter, not blind line windows, which is highly effective for large Scala projects with multiple `sbt` modules. Its `lsp` tool can navigate references across these modules, providing a unified view of the codebase regardless of its complexity.

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