To triage a failing Go test suite with Atlas, you run go test ./... through Atlas's bash tool and let it manage the output volume. A full Go suite emits far more than any model should read, so the bash tool truncates at 2000 lines or 50 KB, writes the complete log to a retained file, and tells you the path in an "...output truncated..." header. Triage then happens against the whole log rather than a lossy tail: Atlas greps the saved file to group failures by root cause instead of by test name, records one todowrite entry per distinct cause with status pending, and fixes them one at a time with edit, re-running only the affected packages with go test between changes.
Why does a full go test run overwhelm an AI coding agent, and how does Atlas handle it?
A full go test ./... run across a large Go module emits thousands of lines of FAIL blocks, panics, and goroutine dumps. Atlas's bash tool truncates at 2000 lines or 50 KB, writes the complete log to a retained file, and prints the path, so triage is never limited to whatever fit in the tail.
Output volume is the first real obstacle in Go test triage. A single panic in a shared helper can produce a goroutine stack dump in every package that imports it, and go test ./... will happily print all of them. Atlas's bash tool caps what enters the model's context at 2000 lines or 50 KB and saves the rest, which means the agent reasons over a summary while the complete log stays addressable on disk. The header tells you where. That is the difference between triaging a Go suite from the last 40 lines of output, which is almost always the least informative part, and triaging it from the whole run.
How do you group Go test failures by root cause instead of by test name?
Atlas greps the saved go test log rather than reading it top to bottom. 20 failing tests in a Go module frequently share 3 root causes, and grouping by the panic message or the assertion text collapses them, whereas grouping by test name in internal/store and internal/api keeps them looking like 20 separate problems.
Go test names are organized by package and by table entry, not by cause. A single nil map in a shared fixture will fail TestCreateOrder, TestUpdateOrder, and TestListOrders, and a naive triage pass treats those as three tasks. Atlas greps the full saved log for the recurring failure text, the panic type, or the assertion diff, and the distinct causes fall out. That is why the workflow reads the file rather than the truncated tail: the recurring string may appear in the first 200 lines and nowhere near the end. Atlas also searches code with hybrid semantic and keyword retrieval fused by reciprocal rank fusion, so once you have the cause you can find the Go declaration responsible even when your words are not in the source.
What is a todowrite list and why does Atlas use one for Go test triage?
todowrite is Atlas's task-tracking tool. In Go test triage, Atlas records one todowrite entry per distinct root cause with status pending, so five causes extracted from a 3000-line go test log stay tracked across turns instead of being forgotten after the first fix goes green.
The failure mode of test triage is not misdiagnosis, it is attrition: you fix the loudest cause, the output changes, and the other four never get written down. Atlas turns the grep-derived cause list into a todowrite list with an explicit pending status per item, so the remaining work is visible and survives a context reset. Each item then gets fixed one at a time with edit, and go test is re-run only against the affected package rather than the whole module, which keeps the feedback loop fast. Atlas fans out work to subagents that can run in the foreground or in parallel background sessions when the causes are independent enough to work in parallel.
How do you give a slow Go test suite enough time in Atlas without it being killed?
Atlas's bash tool takes a timeout in milliseconds, not seconds, so a value like 600000 gives go test ./... ten minutes before Atlas kills it. Pass a generous timeout for a Go suite with integration tests, because a run killed mid-suite truncates the exact failures you are trying to triage.
A Go module with database-backed integration tests, build-heavy packages, or a large go.sum dependency graph can take minutes to run. If Atlas's bash tool kills the run partway through, the log you triage against is incomplete, and packages that never got to execute look like passes. Passing a generous timeout in milliseconds to the bash tool avoids that. Every bash call is permission-gated against allow, ask, and deny rules before it runs, so the go test command that executes is the one you approved. gofmt keeps any files you touch during triage consistent, and go mod keeps the dependency graph honest if a fix requires a version bump.
How do you fix and re-verify Go test failures safely with Atlas?
Atlas fixes triaged Go failures one at a time with the edit tool, step 5 of the documented triage workflow, and edit computes a unified diff for every file change and surfaces it for approval before writing. After each fix, only the affected package is re-run with go test, so that change's signal is not buried.
One cause, one edit, one targeted go test run. That sequence keeps attribution clean: if the package goes green, the fix worked, and if a different package breaks, you know which change did it. Atlas computes a unified diff for every file edit and surfaces it for approval before writing, so a fix to internal/store/orders.go is reviewed as a patch. Atlas also snapshots file changes as git patches, so an edit that made triage worse can be diffed and rolled back. Once the todowrite list is empty, the full go test ./... run is the final check, and Atlas reads git branches, status, and diffs and can stage and create commits on your behalf.
Step by step
- 01Run atlas in a Go module that has a go.mod, so Atlas can read your packages, interfaces, and go.sum dependencies.
- 02Run the suite with the bash tool, invoking go test ./... and passing a generous timeout in milliseconds so a slow Go suite is not killed mid-run.
- 03If the output was truncated, read the file named in the "...output truncated..." header; the bash tool truncates at 2000 lines or 50 KB and retains the complete log on disk.
- 04Group the failures by root cause with grep over the saved log, matching the recurring panic text or assertion diff rather than the Go test names in each package.
- 05Record one todowrite entry per distinct cause with status pending, so five causes from a 3000-line go test log stay tracked instead of being forgotten.
- 06Fix the causes one at a time with the edit tool, reviewing the unified diff Atlas surfaces before each Go file is written.
- 07Re-run only the affected package with go test between changes, so each fix's signal is not buried under the rest of the module.
- 08Run gofmt over the files you touched and go mod tidy if a fix changed the dependency graph, then run the full go test ./... suite as the final check.
Frequently asked questions
- how to triage hundreds of failing go tests without reading all the output
- Run go test ./... through Atlas's bash tool. The tool truncates at 2000 lines or 50 KB, writes the complete log to a retained file, and prints the path. Atlas then greps the saved log to group failures by root cause and records one todowrite entry per distinct cause.
- what does output truncated mean in atlas bash output
- Atlas's bash tool caps what enters context at 2000 lines or 50 KB. When a go test run exceeds that, an "...output truncated..." header names the file holding the complete log. Read that file to triage against the whole run instead of a lossy tail.
- why does my go test suite get killed partway through in atlas
- The bash tool races each command against a timeout given in milliseconds. A Go module with integration tests can exceed a modest default, so pass a generous timeout when invoking go test ./..., otherwise the log you triage against will be incomplete.
- how do i group go test failures by root cause instead of test name
- Grep the saved go test log for the recurring panic type, assertion text, or error string rather than reading it package by package. A single bad shared fixture fails many tests across internal/store and internal/api, and grouping on the message collapses them into one cause.
- does atlas track which go test failures it has already fixed
- Yes. Atlas records one todowrite entry per distinct root cause with status pending, so the remaining causes survive across turns. Fixes land one at a time with the edit tool, and only the affected Go package is re-run with go test between changes.
- can atlas run go test on just one package
- Yes, and it is the recommended loop during triage. After each edit, Atlas re-runs only the affected package with go test rather than the full ./... module, so the result of that single fix is not buried in the rest of the output.
- how do i review changes an AI agent makes while fixing go tests
- Atlas computes a unified diff for every file edit and surfaces it for approval before writing, so each fix to a .go file is reviewed as a patch. Atlas also snapshots file changes as git patches, so a fix that made things worse can be rolled back.
- does atlas understand go modules and go.mod
- Atlas is documented for use with Go modules, interfaces, and the go test toolchain. Run atlas in a module with a go.mod and it reads your packages, interfaces, and go.sum dependencies. go mod is the package manager and gofmt is the formatter in that toolchain.
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