Debugs and fixes: a census of 144 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 docs describe a self-debug pattern where agents read their own traces and retry with corrections, but it is a primitive you wire up, not a product that lands a verified fix.

Source retrieved 2026-10-04

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

It runs your lint and test commands after edits and iterates on the failures it sees, so a diagnosed failure is followed by an attempted fix rather than only a report.

Source retrieved 2026-09-30

Debugging is a separate Aisera product line, AI Code Generation, not a documented capability of Agent Composer; it corrects supplied code rather than diagnosing and landing a fix in a repository.

Source retrieved 2026-09-24

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

Support and incident response on a live AI system is one of four named engagement types, but it is scoped per contract and the vendor explicitly declines to promise a managed-operation service or response time.

Source retrieved 2026-10-03

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

Source retrieved 2026-09-02

Microsoft describes iterative troubleshooting through tool use and code execution, but documents no claim that it diagnoses and lands a fix in an existing repository unattended.

Source retrieved 2026-09-19

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

The engineering page claims debugging support by surfacing code context, docs and recent issues in the IDE, which stops short of diagnosing and landing a fix itself.

Source retrieved 2026-10-01

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.

It goes past reading a stack trace: a dedicated debug mode drives a live debugger, sets breakpoints and evaluates expressions, though that mode needs a connected JetBrains IDE to work.

Source retrieved 2026-09-18

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

Source retrieved 2026-09-02

LangSmith Engine diagnoses failures from production traces and opens a GitHub pull request with the fix, but a human still merges it, and Engine is absent from the free Developer plan.

Source retrieved 2026-09-18

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 it generated and repair what they break, so debugging is scoped to Lindy's own generated app rather than to an existing customer codebase.

Source retrieved 2026-09-19

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

The vendor ships a debugger, but it inspects agent workflow runs rather than diagnosing and fixing failures in your application source code.

Source retrieved 2026-09-20

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

The vendor positions debugging as a core job alongside building, and the agent can run test suites and summarise failures headlessly.

Source retrieved 2026-09-20

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

Diagnosis of broken production integrations is a named part of the work; their case studies describe finding root causes before rebuilding the failing pipeline.

Source retrieved 2026-09-26

Sandbox agents can run commands and edit files in a real workspace, which covers diagnosing and fixing, but the vendor documents this as a harness you configure, not a diagnosis capability it guarantees.

Source retrieved 2026-09-20

Documented as fixing issues end to end in GitHub, working on a branch and submitting the change as a pull request.

Source retrieved 2026-09-21

Documented for CI failure remediation and incident work: it investigates failures, finds likely causes and implements the fix.

Source retrieved 2026-09-21

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

Harness Coder is documented as investigating, editing and testing a local codebase, which covers diagnosing a failure and landing a fix, but only for an agent you assemble and run yourself with your own model key.

Source retrieved 2026-09-21

Agent runs a reflection loop that finds problems in the running app and lands the fix itself, rather than only reporting them.

Source retrieved 2026-09-22

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.

The SRE Triage bot diagnoses reliability failures from supplied telemetry and names a first safe change, but the fix is left for the engineer to apply through their own process.

Source retrieved 2026-10-03

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

Debugging happens mostly by delegation: a read-only researcher subagent does root-cause analysis, and the ACP skill hands bug fixes to external coding agents you authenticate yourself.

Source retrieved 2026-09-27

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

The documented V1 loop runs builds, tests and linters, reads errors from the output and keeps editing until verification passes.

Source retrieved 2026-09-21

Vendor names debugging as a core Agent Panel use, and the agent has a diagnostics tool that pulls language-server errors per file or project-wide to drive the fix.

Source retrieved 2026-09-29

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.

They diagnose defects as a QA and testing engagement, delivering reproducible bug reports and triaging failures; fixing is part of development or ongoing maintenance work rather than a standalone guarantee.

Source retrieved 2026-09-25