Understands the task, not just the file
The Agent reads the actual change and surrounding contracts, prioritizes findings by impact, and proposes concrete, testable fixes.
Paste a PR link or diff. The Vecbase Agent reads the surrounding code, runs relevant checks, prioritizes real risks, and proposes testable changes.
Paste or attach the diff and explain the intended behavior, risk area, and checks that already ran. Add nearby files when context matters.
The Agent reads the actual change and surrounding contracts, prioritizes findings by impact, and proposes concrete, testable fixes.
Receive a review with file and line references, severity, rationale, and suggested patches that the author can act on.


The Agent reads the actual change and surrounding contracts, prioritizes findings by impact, and proposes concrete, testable fixes.
Every finding points to concrete code evidence; uncertain context is requested or labeled instead of becoming speculative review noise.
Receive a review with file and line references, severity, rationale, and suggested patches that the author can act on.
Paste or attach the diff and explain the intended behavior, risk area, and checks that already ran. Add nearby files when context matters.
The Agent reads the actual change and surrounding contracts, prioritizes findings by impact, and proposes concrete, testable fixes.
Every finding points to concrete code evidence; uncertain context is requested or labeled instead of becoming speculative review noise.
Yes. Continue in the same conversation to change the focus, wording, scope, or format. Receive a review with file and line references, severity, rationale, and suggested patches that the author can act on.
Keep working with the same material without moving it between separate products.
Analyze a bug from an error log or stack trace. Vecbase returns an evidence-backed diagnosis, a testable fix plan, and a patch you can review.
Describe the offer, audience, and action you need. Vecbase designs a responsive, accessible landing page and returns a live preview with deployable source files.
Vecbase
For code review, add a pull request, repository link, or code context, explain what matters, and let the Vecbase Agent prepare a review with evidence for every finding you can review and refine.