--- source_url: "https://tridentqa.com/?utm_source=openai" title: "Trident QA — Ship Bug-Free Software 3x Faster | QA Engineering Company" mirrored_at: 2026-09-01T01:01:03.870Z host: tridentqa.com cited_in_42a: true mirror_canonical: "https://index.42a.ai/tridentqa.com/index__q__utm_source_openai" --- > **Original source:** https://tridentqa.com/?utm_source=openai Trusted by 50+ Product Teams Worldwide Trusted by CTOs & Engineering Leaders Stop losing revenue to production bugs. We handle your entire QA pipeline — manual testing, automation, and AI-powered quality engineering — so you release with confidence and speed. **10+** Years in QA **95%** Defect Detection **2x** Faster Releases Test Suite **All Passed** Coverage **96.4%** Critical Bugs **0 in Prod** Tools & Platforms We Master ![Selenium](https://cdn.jsdelivr.net/gh/devicons/devicon/icons/selenium/selenium-original.svg)Selenium ![Playwright](https://cdn.jsdelivr.net/gh/devicons/devicon/icons/playwright/playwright-original.svg)Playwright ![Cypress](https://cdn.jsdelivr.net/gh/devicons/devicon/icons/cypressio/cypressio-original.svg)Cypress ![Postman](https://cdn.jsdelivr.net/gh/devicons/devicon/icons/postman/postman-original.svg)Postman ![Jira](https://cdn.jsdelivr.net/gh/devicons/devicon/icons/jira/jira-original.svg)Jira ![GitHub Actions](https://cdn.jsdelivr.net/gh/devicons/devicon/icons/githubactions/githubactions-original.svg)GitHub Actions ![Jenkins](https://cdn.jsdelivr.net/gh/devicons/devicon/icons/jenkins/jenkins-original.svg)Jenkins ![Docker](https://cdn.jsdelivr.net/gh/devicons/devicon/icons/docker/docker-original.svg)Docker ![Selenium](https://cdn.jsdelivr.net/gh/devicons/devicon/icons/selenium/selenium-original.svg)Selenium ![Playwright](https://cdn.jsdelivr.net/gh/devicons/devicon/icons/playwright/playwright-original.svg)Playwright ![Cypress](https://cdn.jsdelivr.net/gh/devicons/devicon/icons/cypressio/cypressio-original.svg)Cypress ![Postman](https://cdn.jsdelivr.net/gh/devicons/devicon/icons/postman/postman-original.svg)Postman ![Jira](https://cdn.jsdelivr.net/gh/devicons/devicon/icons/jira/jira-original.svg)Jira ![GitHub Actions](https://cdn.jsdelivr.net/gh/devicons/devicon/icons/githubactions/githubactions-original.svg)GitHub Actions ![Jenkins](https://cdn.jsdelivr.net/gh/devicons/devicon/icons/jenkins/jenkins-original.svg)Jenkins ![Docker](https://cdn.jsdelivr.net/gh/devicons/devicon/icons/docker/docker-original.svg)Docker ### Manual Testing Your users won't tolerate broken flows. Our engineers test like real users — finding critical defects before your customers do. - Functional & Regression Testing - Cross-Browser & Cross-Platform - Exploratory & UAT - API Validation (REST / GraphQL) - Mobile Testing (iOS & Android) - Database & Data Integrity [Fix My Testing](#contact) Most Requested ### Test Automation Cut regression time by 95%. Our automation frameworks run hundreds of tests in minutes — integrated into your CI/CD, ready for every release. - Framework Architecture & Setup - Selenium / Playwright / Cypress - CI/CD Pipeline Integration - API Automation (Postman / REST Assured) - Self-Healing Test Maintenance - Performance & Load Testing [Automate My QA](#contact) ### LLM & AI App Testing Shipping an AI product? We test what traditional QA misses — hallucinations, prompt injections, RAG accuracy, and behavioral drift across model versions. - Eval Suite Design & Automation - RAG Pipeline Validation - Prompt Injection Red-Teaming - Hallucination Detection - LLM-as-Judge Pipelines - Behavioral Regression Testing [See AI Testing Methodology](#ai-testing) 300+ Injection attack vectors tested 15+ RAG quality metrics tracked 12 Evaluation dimensions scored 99.2% LLM-judge agreement rate ### Eval Suite Design Evaluation without structure is guesswork. We build systematic eval frameworks that give you repeatable, comparable benchmarks — so every model update is a measured decision, not a gamble. 1 Define › 2 Dataset › 3 Score › 4 Baseline › 5 Monitor - Golden dataset creation & curation - Task-specific scoring rubrics - Automated eval pipelines in CI/CD - A/B comparison across model versions - Regression detection on every deploy PromptFoo DeepEval LangSmith ### RAG Pipeline Validation Bad retrieval means confident wrong answers. We stress-test every layer of your RAG stack — from chunking strategy to context injection — so your AI actually knows what it doesn't know. 1 Chunk › 2 Retrieve › 3 Rank › 4 Generate › 5 Validate - Retrieval precision & recall testing - Chunk relevance & context coverage - Knowledge base freshness validation - Citation accuracy & source grounding - Query expansion & fallback testing RAGAS TruLens Arize Phoenix ### Prompt Injection Defense Adversarial users will try to break your AI product. We run structured injection campaigns that mirror real-world threat patterns — not just a few obvious attacks, but systematic red-teaming. 1 Model › 2 Attack › 3 Detect › 4 Report › 5 Harden - Direct & indirect injection testing - System prompt extraction attempts - Jailbreak & role-confusion attacks - Tool call manipulation (agentic flows) - PII leakage via crafted inputs Garak PromptFoo DeepEval ### LLM-as-Judge Pipelines Scale your evaluation without scaling your team. We build and calibrate LLM-as-judge systems that score model outputs consistently — aligned with human reviewers and your quality standards. 1 Criteria › 2 Prompt › 3 Calibrate › 4 Agree › 5 Deploy - Judge prompt design & calibration - Human–LLM agreement measurement - Multi-dimensional scoring (accuracy, safety, tone) - Bias & variance analysis in judge outputs - Automated scoring integrated in CI LangSmith DeepEval Arize Phoenix ### Hallucination Detection A hallucinating AI is a liability. We systematically probe your model's knowledge boundaries — finding the exact conditions where it fabricates facts, contradicts sources, or confabulates. 1 Probe › 2 Ground › 3 Score › 4 Flag › 5 Mitigate - Factual grounding & source attribution - Knowledge boundary mapping - Confabulation pattern detection - Multi-turn consistency checks - Domain-specific accuracy benchmarks TruLens RAGAS DeepEval ### Behavioral Regression Testing Every model update can silently break what worked before. We track behavioral consistency across versions — catching tone drift, format regressions, and policy violations before they reach users. 1 Snapshot › 2 Update › 3 Compare › 4 Diff › 5 Alert - Cross-version output comparison - Persona & tone consistency - Output format stability checks - Safety policy adherence testing - Latency & cost regression baselines PromptFoo LangSmith Garak AI Testing Tools We Use PromptFoo DeepEval RAGAS LangSmith TruLens Garak Arize Phoenix #### Shipping an LLM product and don't know where to start? We'll audit your AI pipeline and show you the exact failure modes — hallucinations, injection vectors, retrieval gaps — with a concrete remediation plan. Free. #### Senior-Only Team Every project is staffed with senior QA engineers. No junior rotation, no learning curves on your budget. #### Your Code, Your IP Every framework, test case, and artifact we create belongs to you. #### Fast Onboarding We integrate into your project in days, not weeks. We quickly understand your product and risks. #### AI-Augmented, Human-Led We use AI to work smarter — but every decision, every test result, every report is owned by an engineer. 0 + Years of Expertise 0 % Defect Detection Rate 0 + Projects Delivered 0 Critical Defects in Prod ### Andrii Volikov Founder & Lead QA Engineer 10+ years in software quality engineering — manual, automation, performance, and AI-augmented QA. Background spans early-stage startups shipping their first release and product teams with 100+ engineers running release trains. - Hands-on with Selenium, Playwright, Cypress, k6, RAGAS, Garak - Built QA from zero in fintech, gaming, e-commerce, and AI/LLM products - Speaks fluent English & Ukrainian — async-friendly with US/EU teams ### Why Trident QA exists Most software teams treat QA as the last checkpoint before release — a gate, not a partner. The result: bugs found too late, automation that nobody maintains, and engineers blamed for problems that were architectural from day one. Trident QA was founded on a different premise: **quality is a continuous engineering practice**, not a phase. We embed senior QA engineers into your team so testing happens alongside development, automation is owned by people who understand the product, and release decisions are backed by real signal — not last-minute panic. **Based in Kyiv, Ukraine** EU-aligned time zone (GMT+2/+3) **FOP, Group 3 (Ukraine)** Registered IT services entity, 5% unified tax **NDA-first engagements** Mutual NDA signed before any project discussion **Invoice-grade transparency** Full legal entity details on every commercial invoice Phase 1 ### Understand & Plan We learn your product, map your risks, and deliver a test strategy with clear milestones — before a single test is written. - Product & risk assessment - Test strategy & planning - Tool selection & environment setup Phase 2 ### Test & Report Manual testing, automation, API validation — executed with precision. Every defect comes with root cause analysis and a clear path to fix. - Test case design & execution - Automation framework development - Defect tracking & root cause analysis Phase 3 ### Optimize & Scale We tune your test suite, integrate into CI/CD, and build a quality dashboard — so every release gets better than the last. - Metrics & reporting dashboard - CI/CD pipeline integration - Regression suite maintenance Gaming Multi-provider integrations, live ops, cross-platform E-Commerce Checkout flows, payments, inventory management FinTech Compliance testing, transaction flows, security RPA & AI Bot validation, data accuracy, edge cases Media Content delivery, streaming, performance Healthcare HIPAA compliance, patient data, integrations ### From MVP to Production-Grade Web & Mobile A nationwide event aggregator for Ukrainian culture — concerts, theatre, festivals, sport, exhibitions — pulling listings from multiple ticket operators with real-time price comparison. We delivered the product end-to-end: web application architecture, performance engineering, Android packaging via Capacitor, backend integration, and full QA across every release. The platform is in production today and serves a growing audience of culture-goers across Ukraine. **Engineering scope** React-based SPA, Capacitor Android wrapper, multi-aggregator integration, service-worker offline support **Performance engineering** Self-hosted fonts, critical-path optimization, deferred analytics, Lighthouse-tuned LCP/CLS **QA coverage** End-to-end browser flows, Android-app regression, cross-aggregator data accuracy checks, release-gate automation **Operating mode** Continuous releases with pre-flight QA, automated smoke tests on each deploy, and live-traffic monitoring **Web + Android** Two production surfaces from a single codebase **Multi-operator** Aggregator integration with several ticket providers **Performance-tuned** Optimized for the cold mobile path — fonts, LCP, deferred 3rd-party scripts **Live in production** Open to public — see the platform in action [Visit the live site](https://uaculturehub.com/) Reference available on request under mutual NDA. Gaming Platform ### 5 Platforms, 40+ Game Providers, Zero Downtime Releases **Challenge:** A live social casino with 2M+ monthly active users needed to integrate 40+ game providers across iOS, Android, Web, Windows, and Smart TV — while shipping updates every week without breaking live sessions. **Solution:** We built a cross-platform automation framework on Playwright covering 1,200+ test cases — from game launch flows and in-app purchases to real-time multiplayer sync. Integrated into CI/CD with nightly regression across a 50-device cloud farm. **1,200+**Test Cases Automated **0**Critical Bugs in 18 Months [Have a similar challenge?](#contact) Sports Media & Betting ### Real-Time Data Accuracy at 500K Concurrent Users **Challenge:** A live sports streaming and betting platform needed sub-second data accuracy across 30+ sports during peak events like Champions League and Super Bowl — handling 500K+ concurrent connections with zero tolerance for stale odds. **Solution:** We designed a real-time QA pipeline: automated API contract testing for 15+ data feeds, load testing simulating 500K concurrent sessions, and visual regression for live scoreboards across 12 device types. Custom monitoring caught data drift within 200ms. **99.97%**Data Accuracy **< 200ms**Anomaly Detection [Have a similar challenge?](#contact) Enterprise RPA & AI ### 150 Bots, 100K+ Monthly Transactions, 99.9% Accuracy **Challenge:** A financial services company deployed 150 RPA bots processing tax filings, compliance checks, and invoice reconciliation across 80+ jurisdictions — but had no systematic QA, leading to $2M+ in annual error costs. **Solution:** We built an end-to-end RPA testing framework: 2,000+ test scenarios covering data extraction accuracy, exception handling, and cross-jurisdiction rules. Automated regression runs before every bot update, integrated with UiPath Test Suite and CI/CD. **2,000+**Test Scenarios **99.9%**Processing Accuracy [Have a similar challenge?](#contact) E-Commerce ### Black Friday Ready: $50M+ in Transactions, 40 Payment Methods, 25 Countries **Challenge:** A fast-growing marketplace expanding to 25 countries needed to guarantee flawless checkout across 40+ payment methods — including iDEAL, Klarna, PIX — while handling 10x traffic spikes during Black Friday and flash sales. **Solution:** We built a comprehensive payment testing matrix: automated E2E flows for every payment method × country × currency combination (3,000+ scenarios). Load tested to 200K concurrent checkouts. Integrated fraud detection validation and PCI compliance checks. **3,000+**Payment Scenarios **0**Checkout Failures on Peak Days [Have a similar challenge?](#contact) Most projects kick off within 3–5 business days. We start with a quick product walkthrough, align on priorities, and hit the ground running — no lengthy procurement cycles. We offer flexible models: dedicated team (monthly retainer), project-based (fixed scope & price), or hourly engagement. We'll recommend the best fit during your free assessment. Both. From 2-person startups shipping their MVP to enterprise teams with hundreds of developers — we scale our approach to your context. Quality matters at every stage. Selenium, Playwright, Cypress for UI automation. Postman and REST Assured for API. JMeter and k6 for performance. Jira, TestRail, and Allure for management and reporting. We adapt to your existing stack. Daily async standups, weekly status reports, and real-time dashboards. We integrate into your Slack, Teams, or preferred communication tool. Full transparency — no surprises. Absolutely. GitHub Actions, Jenkins, GitLab CI, Azure DevOps, CircleCI — we've integrated with all of them. Tests run automatically on every PR or deploy. Everything we build belongs to you — frameworks, test cases, documentation. We provide a full handover with knowledge transfer sessions so your team can maintain and extend everything independently. Yes, we sign NDAs before any project discussion begins. Your intellectual property and business information are always protected. We take confidentiality seriously.