Nim developers in 2026 can debug a single failing test efficiently with Atlas, the terminal-native AI coding agent. Atlas integrates directly with the Nim toolchain, using `nimble test` to isolate failures, `lsp` to navigate code, and `edit` to apply fixes, ensuring a streamlined debugging experience within your `.nimble` package.
How does Atlas isolate a failing Nim test?
Atlas isolates a single failing Nim test by leveraging the `bash` tool to execute `nimble test` with specific filter flags, a capability available to Nim developers in 2026. This approach ensures that only the relevant test runs, significantly reducing output noise and focusing the debugging effort on one specific failure.
When a Nim developer needs to debug a specific test, Atlas uses its `bash` tool to run the `nimble test` command. This is the standard test runner for Nim projects managed by `nimble`. Atlas can pass specific filter flags to `nimble test`, allowing it to execute only the desired test suite or individual test case. For instance, if a test named `testMyFeature` within a `tests/my_module_tests.nim` file is failing, Atlas will construct and execute a command similar to `nimble test --filter:testMyFeature`. This precise execution mirrors how a Nim developer would manually isolate a test, ensuring that the debugging environment is authentic and familiar. The output from this focused test run is then read by Atlas, providing a concise view of the failure without the distraction of a full test suite execution.
How does Atlas form and check hypotheses in Nim code?
Atlas forms a hypothesis about a Nim test failure and checks it by adding temporary logging or re-running tests with verbose flags, a process facilitated by its `edit` and `bash` tools. This iterative approach, common for Nim developers in 2026, allows for rapid validation of assumptions directly within the terminal.
After navigating the Nim code and understanding the call graph, Atlas formulates a hypothesis about the root cause of the test failure. To check this hypothesis, Atlas can use its `edit` tool to insert temporary logging statements directly into the Nim source code. For example, it might add `echo "Debug value: ", myVariable` at a suspected point in a `.nim` file. Alternatively, Atlas can leverage its `bash` tool to re-run the single failing test with additional verbose flags, if the `nimble test` runner or the test framework supports them. This allows Atlas to observe runtime behavior without modifying the code. Every Atlas tool call, including `edit` and `bash`, is permission-gated, ensuring that any changes or commands are approved by the Nim developer before execution. This controlled experimentation helps confirm or refute the hypothesis efficiently.
How does Atlas apply fixes and ensure Nim code quality?
Atlas applies fixes to Nim production code using its `edit` or `apply_patch` tools, ensuring changes are precise and maintain code quality. After a fix, Atlas can automatically format the touched Nim modules with `nph`, the standard Nim formatter, a crucial step for Nim developers in 2026.
Once a hypothesis is confirmed and the root cause of the Nim test failure is identified, Atlas proceeds to fix the production code. For small, localized changes, Atlas uses its `edit` tool to modify specific lines in the `.nim` files. If the fix involves more extensive modifications spanning several hunks or files, Atlas can generate a unified diff and apply it using `apply_patch`, which is more robust than chaining multiple brittle `edit` operations. Before writing any changes, Atlas computes a unified diff for every file edit and surfaces it for approval, giving the Nim developer full control. After the fix is applied and verified, Atlas can then invoke `nph`, the Nim formatter, via its `bash` tool to ensure that all touched modules adhere to the project's formatting standards, maintaining code consistency across the `.nimble` package.
How does Atlas ensure safety and review for Nim code changes?
Atlas ensures safety and provides comprehensive review for Nim code changes through a multi-stage process, including a read-only plan agent and permission-gated tool calls. This robust system, available to Nim developers in 2026, guarantees that every modification to `.nim` files or `nimble` configurations is transparent and approved.
Atlas prioritizes safety and developer control throughout the debugging workflow. Before making any changes to Nim code, Atlas drafts a plan in a read-only plan agent, outlining the steps it intends to take. This plan is presented to the developer for approval before Atlas switches to a build agent to execute the changes. Every Atlas tool call, whether it's `bash` for running `nimble test`, `edit` for modifying a `.nim` file, or `apply_patch` for larger code adjustments, is permission-gated against allow, ask, and deny rules. This means the Nim developer explicitly approves each action. Furthermore, Atlas computes a unified diff for every file edit and surfaces it for approval before writing, allowing for a detailed review of proposed changes. Atlas also reads git branches, status, and diffs, and can stage and create commits on your behalf, integrating direct into a Nim project's version control workflow.
Step by step
- 01Run `atlas` in your Nim package directory, ensuring a `.nimble` file is present for Atlas to index your modules and exported symbols.
- 02Ask Atlas to run the specific failing test using its `bash` tool, for example, by instructing it to execute `nimble test --filter:MyFailingTest`.
- 03Instruct Atlas to `read` the failing test and the production module it exercises, then use the `lsp` tool's `goToDefinition` and `findReferences` operations to walk the call path.
- 04Form a hypothesis about the failure and ask Atlas to check it by adding temporary logging with the `edit` tool, or by re-running the test with a verbose flag through `bash`.
- 05Approve Atlas's plan, then use the `edit` tool to fix the production Nim code; for changes spanning several hunks, instruct Atlas to use `apply_patch` instead.
- 06Verify the fix by asking Atlas to re-run just the single test with `nimble test`, then confirm the full suite passes by running `nimble test` without filters.
- 07Instruct Atlas to remove any temporary logging you added with `edit`, and then have it format the touched Nim modules using `nph` via `bash`.
Frequently asked questions
- How does Atlas run only one specific Nim test?
- Atlas runs a single specific Nim test by using its `bash` tool to execute `nimble test` with the appropriate filter flags. This allows Atlas to target individual test cases or suites defined within your `std/unittest` blocks, providing focused output for debugging.
- Can Atlas understand Nim's compile-time macros when debugging?
- Yes, Atlas indexes Nim code by AST declarations using Tree-sitter, not blind line windows. This deep understanding of the language's structure allows Atlas to navigate and reason about code that includes Nim's powerful compile-time macros, providing accurate context during debugging.
- What Nim files does Atlas index for code navigation?
- Atlas indexes all relevant Nim modules within your `nimble` package, including `.nim` files, exported symbols marked with an asterisk, and `requires` lines in your `.nimble` file. This comprehensive indexing enables the `lsp` tool to provide accurate `goToDefinition` and `findReferences` operations.
- How does Atlas ensure my Nim code changes are safe?
- Atlas ensures safety through several mechanisms: it drafts a plan in a read-only agent for approval, all tool calls are permission-gated, and it computes a unified diff for every file edit, surfacing it for your approval before writing. This gives Nim developers full control over every change.
- Can Atlas format my Nim code with `nph` after a fix?
- Absolutely. After applying a fix, Atlas can use its `bash` tool to execute `nph` on the touched Nim modules. This ensures that your code adheres to the project's formatting standards, maintaining consistency across your `.nimble` package.
- How does Atlas interact with Nim's `std/unittest` module?
- Atlas is designed to work direct with Nim's `std/unittest` module. It can read test definitions, understand assertions, and execute specific test blocks using `nimble test` with filters. This allows Atlas to pinpoint failures and trace execution paths within your `std/unittest` based tests.
- Does Atlas support local Ollama embeddings for Nim code?
- Yes, Atlas can build its code index with local Ollama embeddings. This capability ensures that your Nim code remains on your local machine, preventing it from being sent to third-party servers while still providing powerful semantic and keyword retrieval for code search.
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