Permission-Aware AI Chatbots: Access Control, Data Residency and DPDP
An assistant that can read every document in your company is an incident waiting for a question. Access control, residency and…
A test suite is only valuable if the team trusts it. We build suites that are fast, stable and wired into every release.
Flaky tests are worse than no tests: they train engineers to ignore red builds. Exubers builds automation that is deterministic, layered correctly, and fast enough that nobody is tempted to skip it.
We cover the full quality function — exploratory and manual testing where human judgement matters, automated regression at unit, API and UI level, and performance testing that finds the breaking point before your customers do.
Every engagement is scoped from this set. We do not sell all of it to everyone — we sell the parts that move your constraint.
Playwright, Cypress and Selenium suites with page-object structure, parallel execution and stable selectors.
REST and GraphQL coverage with contract tests that catch breaking changes before integration environments do.
JMeter, k6 and Gatling scenarios modelled on real traffic, with capacity findings tied to infrastructure decisions.
Structured exploratory sessions, accessibility checks and release sign-off where automation cannot reach.
OWASP-aligned checks and WCAG 2.2 AA audits integrated into the release process.
Test tiers wired into pipelines so the right suite runs at the right stage without slowing every commit.
Coverage, flakiness rate and pipeline duration measured, plus a risk map of what is untested and matters most.
A test pyramid appropriate to your architecture, with explicit rules about what belongs at each layer.
Framework build and suite implementation, prioritising the journeys that generate revenue or carry compliance risk.
Suites wired into CI with quality gates, reporting and a flakiness budget that is actively defended.
Chosen per engagement against your team's existing skills and constraints, never as a default.
The questions procurement and engineering ask us most often before an engagement starts.
No. Automate the checks that are repetitive, deterministic and run often — regression, API contracts, critical journeys. Keep humans for exploratory testing, usability and edge cases where judgement matters. Teams that try to automate everything usually end up with a slow suite nobody trusts.
We treat flakiness as a defect with an owner, not an inconvenience. That means stable selectors, no arbitrary waits, isolated test data, quarantining unstable tests out of the blocking suite, and tracking flake rate as a metric that has a budget.
Playwright for most new web projects — it is fast, handles modern applications well and has excellent parallelism. Cypress remains a good fit for teams already invested in it. Selenium still makes sense where broad legacy browser coverage is a hard requirement.
Yes, and we would push you to weight coverage that way. API and contract tests are faster, more stable and cheaper to maintain than UI tests, and they catch most integration defects earlier.
Yes. Manual and exploratory testing catches the class of problem automation is structurally blind to, particularly around usability and unexpected user behaviour.
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No sales engineer relay. You get a scoping conversation with the people who would actually deliver your qa & test automation engagement.