Understands the task, not just the file
The Agent narrows the failure path, ranks hypotheses, checks them against the evidence, and proposes the smallest testable fix.
Paste a stack trace or add an error log. The Vecbase Agent follows the evidence, tests likely causes, and returns a root-cause report with a patch you can review.
Describe the expected and actual behavior, paste the error, and attach relevant logs, traces, code, or reproduction steps.
The Agent narrows the failure path, ranks hypotheses, checks them against the evidence, and proposes the smallest testable fix.
Receive a root-cause summary, supporting evidence, fix proposal, and verification checklist that an engineer can review.


The Agent narrows the failure path, ranks hypotheses, checks them against the evidence, and proposes the smallest testable fix.
Confirmed facts, working hypotheses, and unknowns are labeled separately; a root cause is not claimed without supporting evidence.
Receive a root-cause summary, supporting evidence, fix proposal, and verification checklist that an engineer can review.
Describe the expected and actual behavior, paste the error, and attach relevant logs, traces, code, or reproduction steps.
The Agent narrows the failure path, ranks hypotheses, checks them against the evidence, and proposes the smallest testable fix.
Confirmed facts, working hypotheses, and unknowns are labeled separately; a root cause is not claimed without supporting evidence.
Yes. Continue in the same conversation to change the focus, wording, scope, or format. Receive a root-cause summary, supporting evidence, fix proposal, and verification checklist that an engineer can review.
Keep working with the same material without moving it between separate products.
Paste a PR link or diff. Vecbase reviews changed and related code, runs checks, and returns prioritized findings with file references and testable patches.
Run data analysis on Excel or CSV. Vecbase checks fields and calculations, then creates a PDF report with KPI cards, charts, sourced findings, and next actions.
Vecbase
For bug analysis, add logs, error details, and reproduction steps, explain what matters, and let the Vecbase Agent prepare an evidence-based diagnosis and testable fix plan you can review and refine.