Create tests from real agent failures.
Review agent traces, find failure types, and create ranked regression tests that your team can run.
Turn an agent failure into a test.
VikaLens is the planned supporting test engine for the Vika suite. Its first users are the product teams that build our agents.
Read the evidence
Follow the tools, decisions, and results in an agent trace. Look for repeated calls, broken handoffs, and failed steps.
Propose a regression test
Connect the failure to an input and an assertion. Give the product team enough evidence to review the test.
Run the test again
Compare a proposed agent change against the recorded failure. Keep the test so later changes can expose the same error.
A trust layer inside the suite.
We do not offer VikaLens as a separate service. This workflow is a plan. Tests can reveal known failures; they cannot prove that an agent is always correct.
Start with the work you need to improve.
Ask how we plan to test the agents in the Vika products you are evaluating.