Atlas runs a C test suite and triages the failures without losing the log. A full suite produces far more output than any model should read, so Atlas's bash tool truncates at 2000 lines or 50 KB, writes the complete log to a retained file, and tells you the path, which means triage happens against the whole log rather than a lossy tail. In a C project that suite is Unity via ctest, driven from the Makefile, with Conan resolving dependencies. Atlas then groups the failures by root cause with grep over the saved log, records one todowrite entry per distinct cause, and fixes them one at a time with edit.
How do you run a C test suite through an AI agent without losing the output?
Run the suite with Atlas's bash tool, passing a generous timeout in milliseconds so a slow C suite is not killed mid-run. Atlas truncates the displayed output at 2000 lines or 50 KB, but writes the complete log to a retained file and tells you the path, so nothing is actually lost.
A C suite built with a Makefile and run through Unity via ctest produces a lot of output: per-target compile lines, linker invocations, ctest's per-case pass and fail lines, and the assertion text Unity prints for each failure. Truncation is the correct default, because feeding 40,000 lines of build noise into a model is both expensive and useless. What matters is that the truncation is lossless on disk. When the header says the output was truncated, read the file it names, and triage against the whole run. Set the timeout high enough for the real build: a C project that compiles hundreds of translation units before ctest even starts will blow through a short default and get killed at the linking stage, which looks like a failure but is not one.
How do you group C test failures by root cause instead of by test name?
Group the failures by root cause with grep over the saved C log rather than by test name. Forty red Unity cases almost never mean forty bugs. A single NULL dereference in a shared helper, or one changed struct field, will fail every test that touches it, and grep over the assertion text is what collapses 40 down to 3.
Test names lie about causes. Grep the retained log for the recurring assertion strings Unity emits, for the failing file and line references, and for the segfault and signal lines that indicate a memory error rather than a logic error. Atlas's grep takes a real regex plus include and path filters and runs through ripgrep, so a pattern over the log file is instant even at 50,000 lines. In C specifically, sort the failures into the categories that actually predict the fix: assertion mismatches, segmentation faults, uninitialized reads, and build or link errors, because a link error against a Conan-provided library is a completely different fix from an off-by-one in a loop bound. Atlas searches code with hybrid semantic and keyword retrieval fused by reciprocal rank fusion, so once you have the cause, codebase_search can find the code that owns it.
How does Atlas track distinct C failure causes across a fix session?
Atlas records one todowrite entry per distinct cause, with status pending, so the fixes are tracked instead of forgotten. Three root causes behind 40 red Unity cases become three tracked items, each closed only when the affected ctest cases pass, not when the edit looks plausible.
Triage without tracking regresses into whack-a-mole. In a C project the failure modes are especially good at hiding behind each other: fix the segfault and two assertion failures disappear because they were downstream of the same corrupted buffer, while a third failure that looked identical turns out to be a genuinely separate off-by-one. A todowrite list keeps that honest, since each entry names a cause and the tests it should fix. The list also survives across turns, so an interrupted session resumes with the remaining causes intact. Atlas fans out work to subagents that can run in the foreground or in parallel background sessions, which is useful when two independent causes live in unrelated translation units.
How do you fix C test failures one at a time with Atlas?
Fix the causes one at a time with Atlas's edit tool, re-running only the affected tests via bash between changes. In a C project that means rebuilding with `make` and running the targeted ctest case, not the whole suite, so a 4-minute full rebuild does not sit between you and every hypothesis.
One cause, one edit, one targeted test run. Atlas computes a unified diff for every file edit and surfaces it for approval before writing, so a change to a header in include/ or an implementation in src/ is reviewed before it compiles. Rebuild with `make`, run the single ctest case, and only then close the todowrite entry. Header changes deserve extra care in C: editing a struct in a header recompiles every translation unit that includes it, and a stale object file from a partial build produces failures that have nothing to do with your fix, so make sure the rebuild is clean when a header changed. Run `clang-format` over the touched files so the diff is style-clean, and finish by running the full Unity via ctest suite once all entries are closed.
How does Atlas keep a C debugging session safe and reversible?
Atlas snapshots file changes as git patches, so every edit to a .c source or a header can be diffed and rolled back. Every Atlas tool call is also gated against 3 rule types, allow, ask, and deny, before it runs, so a destructive `make clean` cannot happen without your approval.
Triage involves speculative edits, which is exactly when rollback matters. A hypothesis about a NULL check in src/parser.c that turns out to be wrong should cost nothing to undo. Atlas computes a unified diff for every file edit and surfaces it for approval before writing, so no speculative change lands unreviewed, and the git-patch snapshots mean a wrong fix is reverted rather than hand-unwound. Atlas reads git branches, status, and diffs, and can stage and create commits on your behalf, so once the Unity suite is green you can commit each root-cause fix separately with the todowrite list as the record of what each one addressed. For proprietary C, Atlas can build its code index with local Ollama embeddings, keeping code off third-party servers.
Step by step
- 01Run atlas in the C project root, the directory with the Makefile, so headers, source files, and build rules are all in scope.
- 02Run the suite with the bash tool, passing a generous timeout in milliseconds so a slow C build and its Unity via ctest run are not killed mid-run.
- 03If the output was truncated, read the file named in the ...output truncated... header to see the complete log, since Atlas truncates the display at 2000 lines or 50 KB but retains the whole log on disk.
- 04Group the failures by root cause with grep over the saved log rather than by test name, sorting into assertion mismatches, segmentation faults, uninitialized reads, and link errors against Conan-provided libraries.
- 05Record one todowrite entry per distinct cause, with status pending, so the fixes are tracked instead of forgotten.
- 06Fix the causes one at a time with edit, reviewing the unified diff Atlas surfaces before it is written.
- 07Rebuild with `make` and re-run only the affected ctest case via bash between changes, doing a clean rebuild whenever a header in include/ changed.
- 08Run `clang-format` over the touched files, then run the full Unity via ctest suite once every todowrite entry is closed.
Frequently asked questions
- how to triage a wall of failing C tests
- Run the suite through Atlas's bash tool, read the retained full log rather than the truncated tail, grep it to group failures by root cause instead of by test name, record one todowrite entry per cause, then fix them one at a time with edit and re-run only the affected ctest case.
- does Atlas truncate long build output
- Atlas's bash tool truncates the displayed output at 2000 lines or 50 KB, but it writes the complete log to a retained file and tells you the path in the ...output truncated... header, so triage happens against the whole run rather than a lossy tail.
- why does my C test suite time out when an agent runs it
- The default timeout is too short for the build. Pass a generous timeout in milliseconds to Atlas's bash tool, because a C project that compiles hundreds of translation units before Unity via ctest even starts will otherwise be killed at the linking stage.
- how do I tell a C memory bug from a logic bug in test output
- Grep the saved log for signal and segmentation fault lines, which indicate a memory error, versus Unity's assertion mismatch text, which indicates a logic error. The two categories predict completely different fixes, so separate them before writing any code.
- should I rebuild everything after changing a C header
- Yes. Editing a struct in a header recompiles every translation unit that includes it, and a stale object file from a partial build produces failures unrelated to your fix. Do a clean `make` whenever a header in include/ changed.
- how do I keep track of multiple C bugs at once
- Record one todowrite entry per distinct root cause, with status pending. The list survives across turns, so an interrupted session resumes with the remaining causes intact instead of re-deriving them from the log.
- can I undo a wrong fix Atlas made in my C code
- Yes. Atlas snapshots file changes as git patches, so edits can be diffed and rolled back. A speculative NULL check in src/parser.c that turns out to be wrong costs nothing to revert before you try the next hypothesis.
- how do I start Atlas in a C project
- Run atlas in a project with a Makefile. Atlas reads your headers, source files, and build rules, and you can have it find memory leaks or add Unity tests, then review the diff before make.
Try Atlas in your terminal
The terminal-native AI coding agent. Free core, single binary.
Install AtlasRelated guides
Run the Test Suite and Triage the Failures with Atlas in 2026
How to triage a failing test suite with Atlas in 2026: bash truncates at 2000 lines or 50 KB and saves the full log, then grep groups failures by root cause.
Atlas for C in 2026
Atlas is a terminal-native AI coding agent for C in 2026. Run it in a project with a Makefile, have it find memory leaks or add Unity tests, and review the diff.
Locate Where a Behavior Is Implemented in C with Atlas (2026)
Locate where a behavior is implemented in a C codebase with Atlas in 2026. Combine codebase_search, ripgrep-backed grep, and the lsp tool to find the exact .c file and symbol.
Refactor a legacy module in C with Atlas in 2026
Safely refactor legacy C modules in 2026 using Atlas, the terminal-native AI coding agent. Map public surfaces, pin behavior with Unity via ctest, and apply structural changes with precision.
Trace a runtime bug from a stack trace in C with Atlas in 2026
In 2026, C developers use Atlas to trace runtime bugs from production stack traces to the responsible line and fix, without a debugger. Leverage Unity via ctest and Conan for rapid resolution.
Onboard to an Unfamiliar C Codebase With Atlas in 2026
How to onboard to an unfamiliar C codebase with Atlas in 2026: codebase_search maps meaning, glob maps the tree, and the read-only explore subagent does the sweeps.
Review a C Pull Request with Atlas in 2026
In 2026, Atlas helps C developers review pull requests by providing deep context beyond the diff. Catch subtle bugs in C code, verify Unity via ctest results, and ensure clang-format compliance.
Diagnose a hanging or long-running command in C with Atlas in 2026
C developers in 2026 use Atlas to diagnose hanging or slow commands like `make` or `Conan`. Quickly identify if a C build is blocked on input or genuinely slow, and get unstuck efficiently.