How does Atlas handle different Assembly calling conventions like System V or AAPCS64?

Atlas is designed to read your Assembly sections, labels, and understand which calling convention each routine honors, whether it's System V for x86-64 or AAPCS64 for ARM64. This understanding is built into its `lsp` tool's ability to navigate and analyze your code effectively.

Can Atlas debug Assembly code that uses `nasm` or the GNU assembler?

Yes, Atlas is compatible with both `nasm` and the GNU assembler. It can assemble your code and run your test harness under `make check` behind a permission prompt, integrating direct with your existing Assembly build process.

What if my Assembly project uses a custom `Makefile` for `make check`?

Atlas works directly with your project's `Makefile`. It uses its `bash` tool to execute `make check` commands, respecting any custom targets, variables, or filters you have defined, ensuring a consistent debugging environment.

How does Atlas ensure my Assembly code style is maintained after a fix?

After Atlas touches any Assembly files, it will automatically apply `asmfmt` to them. This ensures that alignment and column style remain consistent with your project's standards, preventing formatting regressions during the debugging and fixing process.

Is it safe to let Atlas modify my critical Assembly code?

Yes, Atlas prioritizes safety. Every proposed code edit is presented as a unified diff for your approval before it's written. Additionally, all tool calls are permission-gated, and file changes are snapshotted as git patches, allowing for easy review and rollback.

Can Atlas help me understand complex register usage in a hot loop?

Absolutely. Atlas can explain a hot loop in your Assembly code and annotate the register usage within it. This capability, powered by its `lsp` tool and AST indexing, provides crucial insights before any instruction changes are proposed.

How does Atlas keep my Assembly code off third-party servers?

Atlas can build its code index with local Ollama embeddings. This means your sensitive Assembly code remains on your local machine, never leaving your environment for third-party server processing, ensuring data privacy and security.

Debug a single failing test in Assembly with Atlas in 2026

To debug a single failing test in Assembly, Atlas allows developers to isolate the specific test using `bash` with `make check` filters, then work through the x86-64 or ARM64 call graph with its `lsp` tool, and finally apply fixes using `edit` or `apply_patch` while respecting `asmfmt` conventions.

How Atlas runs a single Assembly test with `make check`

In 2026, Atlas runs a single failing Assembly test by leveraging the `bash` tool to execute `make check` with specific filters. This approach ensures that only the relevant test is run, minimizing output and focusing the debugging effort on the exact failure, whether it is on x86-64 or ARM64 architectures.

Atlas integrates directly with your existing Assembly development workflow. When a test fails, Atlas uses its `bash` tool to invoke `make check`, which is the standard test runner for Assembly projects. To isolate a specific test, Atlas passes the appropriate filter flags to `make check`, just as a developer would manually. For instance, if a test named `test_add_vectors` in `src/math_tests.asm` is failing, Atlas might execute a command similar to `make check TEST_FILTER=test_add_vectors`. This focused execution provides a concise output, making it easier to identify the exact assertion failure without sifting through a full suite of passing tests. Atlas respects the project's `Makefile` and the underlying `nasm` or GNU assembler toolchain, ensuring that the test environment is identical to a manual run.

Navigating Assembly code and call graphs with Atlas LSP

Atlas provides powerful code navigation for Assembly developers in 2026, utilizing its `lsp` tool to trace call graphs and understand register usage. By indexing code with AST declarations via tree-sitter, Atlas can perform `goToDefinition` and `findReferences` operations on labels and routines, crucial for x86-64 and ARM64 debugging.

Understanding the flow of execution in Assembly code is paramount for debugging. Atlas's `lsp` tool is designed to help developers walk the call path of a failing test. After running a single test, Atlas reads the assertion and the Assembly code it exercises. It then uses `lsp` operations like `goToDefinition` to jump from a failing instruction to its definition, or `findReferences` to see where a specific label or routine is called. This capability is built upon Atlas's ability to index code by AST declarations using tree-sitter, rather than relying on blind line windows. For Assembly, this means Atlas can accurately identify sections, labels, and understand calling conventions like System V or AAPCS64, providing a precise map of the code's structure. This deep understanding allows Atlas to explain hot loops or annotate register usage before proposing any changes to instructions in files like `src/vector_ops.asm`.

Forming hypotheses and adding temporary logging in Assembly

In 2026, Atlas helps Assembly developers form and check hypotheses by enabling temporary logging or verbose flags through its `bash` and `edit` tools. This allows for dynamic inspection of register states or memory contents during a focused `make check` run, providing concrete data to diagnose issues in x86-64 or ARM64 routines.

Once Atlas has identified the failing test and navigated the relevant Assembly code, it can help form a hypothesis about the root cause. To check this hypothesis, Atlas can temporarily modify the code to add debugging information. Using the `edit` tool, Atlas can insert `mov` instructions to store register values into memory locations, or `call` instructions to a custom logging routine, within files like `src/data_processor.asm`. Alternatively, Atlas can re-run the single test with a verbose flag, if supported by the `make check` harness, by passing it through the `bash` tool. For example, `make check VERBOSE=1 TEST_FILTER=test_data_integrity`. Every Atlas tool call is permission-gated, and any proposed `edit` operation is surfaced as a unified diff for approval, ensuring the developer maintains full control over temporary changes.

Fixing Assembly code and applying patches with Atlas

Atlas facilitates precise code fixes in Assembly in 2026, using its `edit` tool for small changes or `apply_patch` for more extensive modifications. After a fix, Atlas automatically re-runs the single test with `make check`, then the full suite, and ensures `asmfmt` consistency on all touched files.

After a hypothesis is confirmed, Atlas proceeds to fix the production Assembly code. For minor adjustments, such as correcting an immediate value or a register operand in `lib/string_utils.asm`, Atlas uses its `edit` tool. If the required change spans several hunks or involves a more complex refactoring, Atlas can use `apply_patch` to ensure a coherent and atomic modification, preventing brittle chained `edit` operations. Before writing any changes, Atlas computes a unified diff and surfaces it for approval, giving the developer a clear view of the proposed modifications. Once the fix is applied, Atlas automatically re-runs the single failing test using `make check` to confirm the immediate issue is resolved. Subsequently, it runs the full test suite to ensure no regressions were introduced. Finally, Atlas ensures that all touched files adhere to the project's formatting standards by applying `asmfmt`, maintaining code quality and consistency.

Ensuring safety and review in Assembly debugging with Atlas

Atlas prioritizes safety and developer control in Assembly debugging workflows in 2026 through permission-gated tool calls and explicit diff approvals. Every action, from running `make check` to applying `edit` changes in `src/main.asm`, requires developer consent, ensuring no unintended modifications occur in critical x86-64 or ARM64 codebases.

Developer trust and control are central to Atlas's design. Every Atlas tool call, whether it's executing `bash` to run `make check`, using `lsp` to inspect code, or applying an `edit` to an Assembly file, is permission-gated. This means Atlas will ask for explicit approval before running any command that could alter the system or codebase. Before switching from its read-only plan agent to a build agent, Atlas drafts a plan and seeks approval. Furthermore, any proposed code modification, whether a small `edit` or a larger `apply_patch`, is presented as a unified diff for the developer's review and approval. Atlas also snapshots file changes as git patches, allowing edits to be easily diffed and rolled back if necessary. This robust review process ensures that Assembly developers maintain complete oversight and confidence when using Atlas to debug and fix their x86-64 and ARM64 projects.

Step by step

01Ask Atlas to run just the failing Assembly test using `bash` and `make check TEST_FILTER=<test_name>`.
02Instruct Atlas to read the test in `test/<module_name>_test.asm` and the module it exercises in `src/<module_name>.asm`.
03Use Atlas's `lsp` tool to `goToDefinition` on relevant labels or `findReferences` for routines to walk the x86-64 or ARM64 call path.
04Form a hypothesis, then ask Atlas to check it by adding temporary logging with `edit` in `src/<module_name>.asm` or re-running `make check VERBOSE=1` through `bash`.
05Approve Atlas's proposed `edit` or `apply_patch` to fix the production Assembly code in `src/<module_name>.asm`.
06Have Atlas re-run the single test with `make check`, then the full suite, and remove any temporary logging using `edit`.
07Confirm Atlas applies `asmfmt` to all touched Assembly files to maintain code style.

Frequently asked questions

How does Atlas handle different Assembly calling conventions like System V or AAPCS64?: Atlas is designed to read your Assembly sections, labels, and understand which calling convention each routine honors, whether it's System V for x86-64 or AAPCS64 for ARM64. This understanding is built into its `lsp` tool's ability to navigate and analyze your code effectively.
Can Atlas debug Assembly code that uses `nasm` or the GNU assembler?: Yes, Atlas is compatible with both `nasm` and the GNU assembler. It can assemble your code and run your test harness under `make check` behind a permission prompt, integrating direct with your existing Assembly build process.
What if my Assembly project uses a custom `Makefile` for `make check`?: Atlas works directly with your project's `Makefile`. It uses its `bash` tool to execute `make check` commands, respecting any custom targets, variables, or filters you have defined, ensuring a consistent debugging environment.
How does Atlas ensure my Assembly code style is maintained after a fix?: After Atlas touches any Assembly files, it will automatically apply `asmfmt` to them. This ensures that alignment and column style remain consistent with your project's standards, preventing formatting regressions during the debugging and fixing process.
Is it safe to let Atlas modify my critical Assembly code?: Yes, Atlas prioritizes safety. Every proposed code edit is presented as a unified diff for your approval before it's written. Additionally, all tool calls are permission-gated, and file changes are snapshotted as git patches, allowing for easy review and rollback.
Can Atlas help me understand complex register usage in a hot loop?: Absolutely. Atlas can explain a hot loop in your Assembly code and annotate the register usage within it. This capability, powered by its `lsp` tool and AST indexing, provides crucial insights before any instruction changes are proposed.
How does Atlas keep my Assembly code off third-party servers?: Atlas can build its code index with local Ollama embeddings. This means your sensitive Assembly code remains on your local machine, never leaving your environment for third-party server processing, ensuring data privacy and security.

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