How does Atlas handle C-specific build systems like Make?

Atlas integrates directly with your C project's `Makefile` through its `bash` tool. It executes `make`, `make all`, or `make test` commands, capturing the real compiler output from `gcc` or `clang` and test results from `Unity via ctest` to identify and resolve issues.

Can Atlas help with manual memory management issues in C after an upgrade?

Yes, Atlas can identify and suggest fixes for manual memory management issues. By reading compiler output and understanding C idioms through its AST indexing, Atlas can propose changes to `malloc`, `free`, and other memory operations, presenting them as diffs for your review.

How does Atlas ensure C code style with `clang-format`?

After fixing functional issues, Atlas can execute `clang-format -i` on your `.c` and `.h` files using its `bash` tool. This ensures that all modified code adheres to your project's C style guidelines, maintaining consistency across the codebase.

What if the C dependency upgrade introduces complex API changes?

Atlas uses `webfetch` to retrieve the library's release notes or changelog, providing context on breaking API changes. Combined with the `lsp` tool's `goToDefinition` to inspect new C function signatures in headers, Atlas can propose accurate fixes for complex API migrations.

How does Atlas handle C test failures from `Unity via ctest`?

Atlas runs `ctest` or `make test` via `bash` to execute `Unity via ctest` and capture all test failures. It then uses its `edit` tool to modify the C source or test files, iteratively re-running tests until all `Unity via ctest` assertions pass, always presenting diffs for approval.

Is my C code safe when Atlas is making changes?

Yes, Atlas prioritizes safety. Every tool call is permission-gated, and all proposed C code edits are presented as unified diffs for your explicit approval before being written to disk. Atlas also snapshots changes as git patches for easy rollback.

Can Atlas work with C projects that use `Conan` for package management?

Absolutely. Atlas drives `Conan` directly through its `bash` tool, allowing it to execute commands like `conan install` or `conan update` to manage C dependencies, capture output, and integrate direct into your existing `Conan`-based workflow.

Upgrade a C Dependency and Fix Breakage with Atlas in 2026

In 2026, C developers leverage Atlas to efficiently upgrade major library versions and resolve all resulting compile and test failures. Atlas drives your existing C toolchain, including the Conan package manager, your Makefile, and Unity via ctest, to automate the migration process from dependency bump to a clean, passing build.

How does Atlas upgrade C dependencies like Conan packages?

In 2026, Atlas initiates C dependency upgrades by directly interacting with the Conan package manager through its `bash` tool. This allows Atlas to execute commands like `conan update` or `conan install --requires=my_lib/2.0.0` to bump a library to a new major version, capturing all output for analysis.

Atlas uses its `bash` tool to run `conan` commands, mirroring how a C developer would manually update dependencies. For instance, to upgrade `my_lib` from version 1.x to 2.x, Atlas might execute `bash -c "conan install --requires=my_lib/2.0.0 --build=missing"`. The full output, including any warnings or errors from Conan, is captured by Atlas. If the output exceeds terminal limits, Atlas saves it to a file, which can then be reviewed using the `read` tool. Before making any changes, Atlas drafts a plan in a read-only plan agent, ensuring all steps are permission-gated and approved by the developer. This initial step ensures the dependency is correctly updated in the `conanfile.txt` or `conanfile.py` and the local cache.

How does Atlas identify C compile and test breakage?

Atlas identifies C compile and test breakage by running the project's `Makefile` through its `bash` tool, rather than guessing at potential issues. This approach, common for C projects in 2026, ensures Atlas reads the real compiler output from `gcc` or `clang` and the results from `Unity via ctest`.

After a dependency upgrade, Atlas uses `bash` to execute the project's build commands, typically `make` or `make all`, as defined in the `Makefile`. This allows Atlas to capture the exact compiler errors and warnings, such as "implicit declaration of function" or "too few arguments to function," which are crucial for C development. For testing, Atlas runs `make test` or `ctest` to invoke `Unity via ctest`, collecting all test failures. Atlas's ability to read and parse this raw output, rather than relying on an abstract model, is critical for C's explicit nature. Atlas indexes code by AST declarations using tree-sitter, which helps it understand the structure of `.c` and `.h` files, making it effective at pinpointing the source of errors reported by the compiler.

How does Atlas fix C code after a dependency upgrade?

Atlas fixes C code breakage by using its `edit` tool to modify `.c` and `.h` files, guided by compiler output and the `lsp` tool. In 2026, Atlas can fetch release notes with `webfetch` to understand breaking changes, ensuring fixes align with the new API signatures.

When `gcc` or `clang` reports errors, Atlas uses its `edit` tool to modify the relevant `.c` and `.h` files. For example, if a function signature has changed in the upgraded library, Atlas can use the `lsp` tool's `goToDefinition` operation to inspect the new signature directly within the upgraded package's headers. This allows Atlas to correctly update function calls, struct members, or macro definitions. Before applying fixes, Atlas can use `webfetch` to retrieve the library's release notes or changelog from the web, providing context on the actual breaking changes. This ensures that Atlas's proposed code modifications, such as adjusting manual memory management calls or updating API usage, are accurate and follow the new library's conventions. Atlas computes a unified diff for every file edit and surfaces it for approval, giving the C developer full control.

How does Atlas ensure C code quality and safety?

Atlas ensures C code quality and safety by repeatedly running `make` and `Unity via ctest` until all issues are resolved, then applying `clang-format`. Every proposed change in 2026 is presented as a unified diff for developer approval, and Atlas uses permission-gated tool calls.

After making code modifications, Atlas iteratively re-runs the build (`make`) and tests (`make test` or `ctest`) using its `bash` tool. This cycle continues until the project compiles cleanly and all `Unity via ctest` tests pass. Once functional correctness is achieved, Atlas can apply `clang-format` to ensure code style consistency across the modified `.c` and `.h` files, executing `bash -c "clang-format -i src/*.c include/*.h"`. Throughout this process, every Atlas tool call is permission-gated against allow, ask, and deny rules, and every file edit generates a unified diff for developer review. Atlas also snapshots file changes as git patches, allowing edits to be easily diffed and rolled back if necessary, providing a robust safety net for C projects with manual memory management. Atlas can even stage and create commits on your behalf after approval.

Step by step

01Run Atlas in your C project directory with a `Makefile` present. Atlas will automatically index your `.c` and `.h` files using tree-sitter.
02Instruct Atlas to upgrade the dependency using `bash` and `Conan`. For example, `atlas ask "Upgrade my_lib to version 2.0.0 using conan install --requires=my_lib/2.0.0 --build=missing"`.
03Fetch the library's release notes with `webfetch`. `atlas ask "Fetch the release notes for my_lib 2.0.0 from its GitHub page"` to understand breaking changes.
04Build the project with `bash` to identify compile errors. `atlas ask "Run make to build the project and capture all compiler output."`
05Fix each compile error using `edit` and `lsp`. Atlas will propose changes to `.c` and `.h` files, using `lsp goToDefinition` to inspect new API signatures. Review and approve each diff.
06Run `Unity via ctest` with `bash` to find test failures. `atlas ask "Execute ctest to run all Unity tests and report failures."`
07Fix test failures with `edit`, then re-run `make` and `ctest` until clean. Atlas will iterate on fixes, presenting diffs for approval.
08Apply `clang-format` to ensure code style consistency. `atlas ask "Run clang-format -i on all modified .c and .h files."`
09Review the entire unified diff and commit the changes. Atlas will present a final diff of all modifications for your approval before staging and committing.

Frequently asked questions

How does Atlas handle C-specific build systems like Make?: Atlas integrates directly with your C project's `Makefile` through its `bash` tool. It executes `make`, `make all`, or `make test` commands, capturing the real compiler output from `gcc` or `clang` and test results from `Unity via ctest` to identify and resolve issues.
Can Atlas help with manual memory management issues in C after an upgrade?: Yes, Atlas can identify and suggest fixes for manual memory management issues. By reading compiler output and understanding C idioms through its AST indexing, Atlas can propose changes to `malloc`, `free`, and other memory operations, presenting them as diffs for your review.
How does Atlas ensure C code style with `clang-format`?: After fixing functional issues, Atlas can execute `clang-format -i` on your `.c` and `.h` files using its `bash` tool. This ensures that all modified code adheres to your project's C style guidelines, maintaining consistency across the codebase.
What if the C dependency upgrade introduces complex API changes?: Atlas uses `webfetch` to retrieve the library's release notes or changelog, providing context on breaking API changes. Combined with the `lsp` tool's `goToDefinition` to inspect new C function signatures in headers, Atlas can propose accurate fixes for complex API migrations.
How does Atlas handle C test failures from `Unity via ctest`?: Atlas runs `ctest` or `make test` via `bash` to execute `Unity via ctest` and capture all test failures. It then uses its `edit` tool to modify the C source or test files, iteratively re-running tests until all `Unity via ctest` assertions pass, always presenting diffs for approval.
Is my C code safe when Atlas is making changes?: Yes, Atlas prioritizes safety. Every tool call is permission-gated, and all proposed C code edits are presented as unified diffs for your explicit approval before being written to disk. Atlas also snapshots changes as git patches for easy rollback.
Can Atlas work with C projects that use `Conan` for package management?: Absolutely. Atlas drives `Conan` directly through its `bash` tool, allowing it to execute commands like `conan install` or `conan update` to manage C dependencies, capture output, and integrate direct into your existing `Conan`-based workflow.

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