How does Atlas handle Nim stack traces from different builds?

Atlas validates each `file:line` offset from a Nim stack trace against your current source files. If an offset is out of range, Atlas will explicitly report this, indicating the trace is from an older build and prompting you to re-read the file from the top before proceeding, ensuring accuracy.

Can Atlas help me find the actual source of an error message in Nim, not just where it's caught?

Yes, Atlas's `grep` tool is designed for this. After ingesting the Nim stack trace, you can ask Atlas to search your codebase for the exact error message string. This often leads directly to the line where the message is constructed, providing more context than the top stack frame alone.

How does Atlas integrate with Nim's `nimble` package manager?

Atlas operates within your Nim package, recognizing `.nimble` files. It can read your modules and dependencies, and crucially, it can run `nimble test` behind a permission prompt to validate fixes and new regression tests, ensuring direct integration with your existing Nim workflow.

What safety features does Atlas offer when modifying Nim code?

Atlas employs multiple safety measures. Every tool call is permission-gated, requiring your approval. When proposing code changes to `.nim` files, Atlas drafts a plan, asks for approval, and then presents a unified diff for every edit. You must explicitly approve these changes before they are written, and Atlas can snapshot changes as git patches for rollback.

Can Atlas help me add regression tests for Nim bugs?

Absolutely. After fixing a Nim bug with Atlas's `edit` tool, you can ask Atlas to add a new `suite` and `check` block using Nim's `std/unittest` module in your `tests/` directory. This ensures the specific bug scenario is covered, preventing silent recurrence, and Atlas can then run `nimble test` to verify it.

Does Atlas support Nim's code formatting tools like `nph`?

Yes, Atlas is designed to integrate with your existing Nim toolchain. After making code changes or adding new tests, you can instruct Atlas to format the touched modules using `nph`, ensuring your codebase remains consistent with your project's style guidelines.

How does Atlas use LSP for Nim development?

Atlas connects to Model Context Protocol servers, exposing LSP tools to the agent. For Nim, this means Atlas can perform operations like `findReferences` on functions, helping you trace callers and understand data flow leading to bugs, especially useful in complex `nimble` projects.

Trace a Nim Runtime Bug from a Stack Trace with Atlas in 2026

To trace a Nim runtime bug from a production stack trace without a debugger attached, Atlas allows developers to paste the trace directly into the terminal, using its `read` tool to pinpoint the exact `file:line` pairs. This process integrates direct with Nim's `nimble` package manager and `nph` formatter, ensuring a familiar and efficient workflow for Nim developers in 2026.

How Atlas Reads Nim Stack Traces and Validates Code Context

In 2026, Atlas efficiently processes Nim stack traces by consuming each `file:line` pair directly from the terminal, using its `read` tool. This initial step is crucial for establishing a reliable debugging context, as Atlas validates each reported offset against the current version of your Nim source files, preventing misdiagnosis from outdated builds.

When a Nim application running in production encounters an error, it often generates a stack trace listing the sequence of function calls leading to the failure, complete with `file:line` references. Atlas's `read` tool is designed to ingest this raw output. For each frame, Atlas opens the specified Nim file, such as `src/my_module.nim`, and attempts to navigate to the reported line number. A key safety feature is Atlas's offset validation: if the line number from the trace is out of range for the current file, Atlas will loudly report `Offset <n> is out of range for this file`. This ensures that a trace from an older build, which might point to incorrect code in a modified file, is immediately flagged, prompting the developer to re-read the file from the top before proceeding. This robust validation prevents wasted effort and ensures accuracy when debugging critical Nim applications.

Finding the Root Cause: Grepping for Nim Error Messages

After Atlas reads the Nim stack trace, the next critical step in 2026 involves using Atlas's `grep` tool to locate the precise origin of the error message. Often, the top frame of a stack trace indicates where an exception was caught, but not where the error message string itself was constructed, which is typically more informative for understanding the bug's true nature.

The top frame of a Nim stack trace might point to a generic error handler or a `try...except` block, which, while useful, doesn't always reveal the specific line where the problematic state was created or the error message was formatted. Atlas's `grep` tool allows you to search your entire Nim codebase for the exact error message string reported in the trace. For instance, if the trace shows `Error: Division by zero in calculate_ratio`, Atlas can `grep` for `"Division by zero"` across all `.nim` files. This often leads directly to the function responsible for generating the error, providing a much clearer picture of the bug's context than the top stack frame alone. This targeted search capability is powered by Atlas's hybrid semantic and keyword retrieval, ensuring comprehensive and accurate results across your `nimble` project.

Identifying Callers with Atlas LSP for Nim Functions

Once the failing Nim function is identified, Atlas leverages its `lsp` tool in 2026 to perform a `findReferences` operation, revealing all callers that could potentially supply the bad input. This step is vital for understanding the data flow leading to the bug, especially within complex `nimble` packages or projects utilizing Nim's powerful compile-time macros.

After pinpointing the function where the error message is constructed, understanding how that function receives its problematic input is the next logical step. Atlas integrates with Language Server Protocol (LSP) servers to offer advanced code intelligence, including the `findReferences` operation. By asking Atlas to use `lsp findReferences` on the identified Nim function, such as `myModule.calculateRatio`, Atlas will list every location in your codebase that calls this function. This comprehensive list allows you to trace back through the call chain, examining each caller to determine which one is passing the invalid arguments or creating the conditions that lead to the runtime error. This is particularly effective in large Nim projects where functions might be called from various modules or even generated by macros, providing a clear path to the source of the bad input without manual code navigation.

Fixing Nim Bugs and Adding Regression Tests with Atlas

After identifying the responsible line and understanding the bug's context, Atlas facilitates the fix using its `edit` tool and ensures future stability by helping add a regression test. This process, which includes running `nimble test` and formatting with `nph`, guarantees that the identified Nim bug cannot recur silently in 2026.

With the root cause of the Nim runtime bug identified, Atlas's `edit` tool allows you to implement the necessary code changes directly within your terminal. Atlas computes a unified diff for every file edit, presenting it for your approval before writing to disk, ensuring full control over modifications. Beyond the immediate fix, Atlas assists in preventing future regressions. You can ask Atlas to add a new test case to your `tests/` directory, leveraging Nim's `std/unittest` module. For example, Atlas can generate a `suite` and `check` block that specifically triggers the previously observed bug, but now asserts the correct behavior. Before committing, Atlas can run `nimble test` behind a permission prompt to verify the fix and the new test. Finally, Atlas can format the touched modules with `nph`, maintaining code consistency across your Nim project and ensuring the fix adheres to your team's style guidelines.

Atlas Safety and Review for Nim Code Changes

Atlas prioritizes safety and developer control throughout the Nim debugging workflow in 2026, implementing multiple permission gates and review steps. Every Atlas tool call, from `read` to `edit`, is permission-gated, and all proposed code changes are presented as unified diffs for explicit approval before being written to your `.nim` files.

Working with an AI agent like Atlas on critical Nim code requires robust safety mechanisms. Atlas is designed with a multi-layered approach to ensure developers maintain full control. Before any tool, such as `read`, `grep`, `lsp`, or `edit`, is executed, Atlas consults permission-gated rules (allow, ask, deny). This means you are always prompted before Atlas performs actions that could modify your environment or access sensitive information. When Atlas proposes a code fix using its `edit` tool, it first drafts a plan in a read-only plan agent and asks for approval before switching to a build agent. Crucially, all proposed file edits, whether to a `.nim` source file or a `.nimble` configuration, are presented as a unified diff. This allows you to review every single line change before Atlas commits it, providing an opportunity to accept, modify, or reject the changes. Atlas also snapshots file changes as git patches, enabling easy diffing and rollback of edits, ensuring a secure and auditable debugging process for your Nim projects.

Step by step

01Paste the production Nim stack trace into Atlas and have Atlas `read` each frame's `file:line` at the reported offset.
02If Atlas reports `Offset <n> is out of range for this file` for a Nim file, the trace is from an older build; re-read the file from the top before trusting any line number.
03Use Atlas's `grep` tool to search for the exact error message string from the Nim trace to find where it is constructed, which is usually more informative than the top frame.
04Employ Atlas's `lsp` tool with the `findReferences` operation on the failing Nim function to see which callers can reach it with the bad input.
05Use Atlas's `edit` tool to apply the fix to the relevant Nim source file, reviewing the unified diff before approval.
06Ask Atlas to add a regression test using Nim's `std/unittest` module under your `tests/` directory, ensuring the trace cannot recur silently.
07Let Atlas run `nimble test` behind a permission prompt to verify the fix and the new regression test.
08Have Atlas format the touched Nim modules with `nph` to maintain code style consistency.

Frequently asked questions

How does Atlas handle Nim stack traces from different builds?: Atlas validates each `file:line` offset from a Nim stack trace against your current source files. If an offset is out of range, Atlas will explicitly report this, indicating the trace is from an older build and prompting you to re-read the file from the top before proceeding, ensuring accuracy.
Can Atlas help me find the actual source of an error message in Nim, not just where it's caught?: Yes, Atlas's `grep` tool is designed for this. After ingesting the Nim stack trace, you can ask Atlas to search your codebase for the exact error message string. This often leads directly to the line where the message is constructed, providing more context than the top stack frame alone.
How does Atlas integrate with Nim's `nimble` package manager?: Atlas operates within your Nim package, recognizing `.nimble` files. It can read your modules and dependencies, and crucially, it can run `nimble test` behind a permission prompt to validate fixes and new regression tests, ensuring direct integration with your existing Nim workflow.
What safety features does Atlas offer when modifying Nim code?: Atlas employs multiple safety measures. Every tool call is permission-gated, requiring your approval. When proposing code changes to `.nim` files, Atlas drafts a plan, asks for approval, and then presents a unified diff for every edit. You must explicitly approve these changes before they are written, and Atlas can snapshot changes as git patches for rollback.
Can Atlas help me add regression tests for Nim bugs?: Absolutely. After fixing a Nim bug with Atlas's `edit` tool, you can ask Atlas to add a new `suite` and `check` block using Nim's `std/unittest` module in your `tests/` directory. This ensures the specific bug scenario is covered, preventing silent recurrence, and Atlas can then run `nimble test` to verify it.
Does Atlas support Nim's code formatting tools like `nph`?: Yes, Atlas is designed to integrate with your existing Nim toolchain. After making code changes or adding new tests, you can instruct Atlas to format the touched modules using `nph`, ensuring your codebase remains consistent with your project's style guidelines.
How does Atlas use LSP for Nim development?: Atlas connects to Model Context Protocol servers, exposing LSP tools to the agent. For Nim, this means Atlas can perform operations like `findReferences` on functions, helping you trace callers and understand data flow leading to bugs, especially useful in complex `nimble` projects.

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