Debugs and fixes: a census of 126 listings

It diagnoses and hardens an existing agent deployment during a teardown; no page offers debugging of a client's general application code.

Source retrieved 2026-09-09

The documented self-debug pattern feeds a failed run's own trace back to an agent to diagnose and retry; nothing describes diagnosing bugs in your application code.

Source retrieved 2026-09-09

Bug fixing is a documented pattern: reproduce, patch, rerun the failing tests.

Runs your linter and test command after each edit and attempts the repair itself whenever the command exits non-zero, so failures it introduced get diagnosed and fixed in the same session.

Source retrieved 2026-09-09

The code-generation line claims it identifies and fixes errors using engineering-domain models, but nothing in the vendor's description lands that fix anywhere: there is no repository, branch or commit in the flow.

Source retrieved 2026-09-03

A dedicated /boost command escalates hard defects to multi-agent reasoning, and the docs push you to give the agent a test command so it iterates on failures itself.

Source retrieved 2026-09-10

PR Fixer repairs CI failures and review findings; a CI Failure Investigator expert diagnoses failed runs.

Source retrieved 2026-09-02

Within a run the agent retries failed executions and reflects on the result; nothing diagnoses a failure in an existing repository or lands a fix there.

Source retrieved 2026-09-02

Defect triage and repair is a contracted human service, and the only published turnaround commitment sits in the white-label SLA rather than in the AI agent engagement itself.

Source retrieved 2026-09-11

Norm reproduces a failing call, finds the root cause and applies the fix, but the fix lands in a Bland pathway, not in your codebase.

The agent troubleshoots as it builds and can apply fixes, though for runtime bugs the docs tell you to paste browser console logs back in.

Source retrieved 2026-09-11

Agent(0), the assistant in the ADK Dev Console, edits actions and workflows and debugs build and runtime errors in your own ADK project, not an arbitrary repository or a CI failure.

Source retrieved 2026-09-02

Documents a CI recipe where a coding agent inspects the live DOM on Browserbase and fixes broken selectors; the fix comes from Claude Code, not Browserbase.

The vendor's own quickstart is an agent that locates crash bugs in a file and edits the fix in.

Source retrieved 2026-09-02

Takes an error message or symptom, traces it through the repository, and implements the fix.

Source retrieved 2026-09-02

Diagnosis and repair are advertised as one loop: it reads stack traces or failing tests, then edits the files and re-runs commands to confirm the fix.

Source retrieved 2026-09-12

It reads failing CI logs on the pull request and posts inline fixes on the offending lines, and a Fix CI finishing touch can land those fixes as a commit or stacked PR.

Source retrieved 2026-09-15

Documented first-task workflow includes debugging an issue.

Source retrieved 2026-09-02

Debugging is scoped to the integrations it builds: failures in a tool run are inspected, the logic updated and rerun in the same workspace, rather than diagnosing bugs in customer software.

Source retrieved 2026-09-12

Conductor diagnoses production failures and makes the change once a human approves, but the fix lands in the Cresta agent configuration, not in your repository.

Source retrieved 2026-09-02

A code-executing agent receives the exception from its own generated code and retries, capped by max_retry_limit; nothing documents diagnosing or fixing a failure in an existing repository.

Source retrieved 2026-09-13

Debug Mode instruments the code and reasons from runtime evidence before editing, rather than guessing at a fix.

Source retrieved 2026-09-02

Reproducing and fixing bugs is named as a core task, including bugs arriving as tickets or bug reports.

Source retrieved 2026-09-02

End-to-end debugging is claimed for the delegated cloud Devin agent, which is bundled with Pro, Max and Teams but absent from Free.

Source retrieved 2026-09-03

Marketed for debugging by surfacing code context, docs and past issues to the engineer; nothing documents the agent landing the fix itself.

Source retrieved 2026-09-09

Bug fixing is delegated: the agent starts and steers a Cursor background agent, which diagnoses and lands the change; ElevenLabs itself never touches the repository.

Source retrieved 2026-09-02

Documented flows include fixing a named bug and repairing failing tests under autonomy levels.

Source retrieved 2026-09-02

Agent mode and the Gemini CLI run a reason-and-act loop over local tools to diagnose and fix; the IDE chat is documented for debugging help.

Source retrieved 2026-09-02

The vendor claims the agent iterates through its own plan-code-test loop and can start a project from existing code, but no page documents diagnosing and fixing a defect in a repository you bring.

Source retrieved 2026-09-15

The CLI and cloud agent both diagnose failures and land the fix as a commit or pull request; the cloud agent's own task list names bug fixing.

Source retrieved 2026-09-02

Vendor names bug fixes as a target task; the Resolve Jira ticket agent turns an issue into a review-ready PR.

Source retrieved 2026-09-02

The bundled web UI and event/trace inspection let a developer diagnose why an agent failed, but landing the code fix is left to the developer or to a separate AI coding tool; ADK ships no repair agent.

Source retrieved 2026-09-15

The vendor documents goose reading failed CI runs through the GitHub CLI and then applying and staging fixes itself; that walkthrough is flagged as written against a beta build, but the same shell and edit tools ship today.

Source retrieved 2026-09-16

The documented one-shot example is diagnosing and fixing a failing test.

Debug mode drives a live debugger in a connected JetBrains IDE: breakpoints, runtime state, expression evaluation.

Source retrieved 2026-09-02

Debug mode reads errors, traces the issue and proposes the fix.

Source retrieved 2026-09-02

LangSmith Engine diagnoses failures and proposes fixes, but the pricing table marks Engine N/A on the Developer plan.

Source retrieved 2026-09-02

LangGraph itself does not diagnose code; the separate LangSmith Engine product analyses LangGraph agent traces, proposes fixes and can open a pull request with one.

Source retrieved 2026-09-02

Vendor states coding agents debug failures and run test suites.

Source retrieved 2026-09-02

Lindy Build runs QA agents that exercise the app and repair what they break; no equivalent claim covers code you wrote yourself.

Source retrieved 2026-09-02

Runs what it builds in its own browser, finds the failure and fixes it without being asked.

The Debugger diagnoses a failing agent workflow block by block with logs and runtime variables, but the human applies the fix, and it never looks at source code in a repository.

Source retrieved 2026-09-02

It diagnoses misconfigurations in the agents you build in Agent Studio, not failures in your own codebase.

The vendor names debugging as a core job, and a background verification observer checks the agent actually ran the work it claims it finished.

Source retrieved 2026-09-02

It diagnoses and repairs the workflows it builds and troubleshoots node execution errors; the failure it fixes is an execution, not a bug in your repository.

Source retrieved 2026-09-02

The documented sandbox use case is orchestrating automated fixes for GitHub issue reports and running targeted tests.

Source retrieved 2026-09-02

Asked to fix an issue, it works in a new branch and submits a PR with the changes.

Source retrieved 2026-09-02

Investigates failing builds, tests and production errors and can implement the fix, not just describe it.

Source retrieved 2026-09-02

Computer is sold as fixing code from a plain-language instruction; the sandbox docs list reproducing an error as a use case.

Source retrieved 2026-09-02

Wren diagnoses production conversations (tool calls, latency, drop-offs) and can implement the fix on a branch; the subject is agent behaviour, not application code.

Source retrieved 2026-09-02

The harness is written for exactly this: an agent with files, shell and planning turned loose to fix a codebase over a long session.

Source retrieved 2026-09-02

Agent runs its own tests, reports what it found and fixes the issues itself.

Source retrieved 2026-09-02

Defect correction is a written commitment inside the accepted scope only; diagnosing failures in systems SafeNet did not build is nowhere offered as a service.

Source retrieved 2026-09-04

Vibes runs the test or deployment, reads the failure and iterates toward a fix rather than stopping at the error.

Source retrieved 2026-09-03

Ghostwriter diagnoses its own failed simulations and implements the fix; the failure it repairs is agent behaviour, never a defect in your software.

Source retrieved 2026-09-03

Babysit Mode reads failing checks and review threads and runs bounded fixing rounds; no general 'diagnose a production failure' claim.

They diagnose and repair the automations they built and operate, fixing broken integration nodes after upstream API changes, but no service is offered for debugging a client's own application code.

Source retrieved 2026-09-12

Takes a stack trace or error log and returns a root-cause report with a proposed patch and verification checklist.

Source retrieved 2026-09-03

Diagnosis is in-house (read-only researcher subagents do root-cause analysis); landing a fix in a real repo is handed to an external coding agent you connect through ACP.

Source retrieved 2026-09-03

Local agents diagnose failures in a real terminal; in CI the agent pulls failure logs, attempts a root-cause fix and opens a PR with it.

Source retrieved 2026-09-03

Debugging is one of the uses Zed lists for the Agent Panel, alongside generation and refactoring.

Source retrieved 2026-09-03

A dedicated Fix a Bug workflow investigates root cause, writes a solution document for review, then implements the fix and confirms the regression is gone.

Source retrieved 2026-09-09

No dedicated debugging feature; the vendor names failure investigation only as an example of a task you can hand a background sub-agent, which then edits the same working directory.