§ QODEX · Application Assurance Platform
Your self‑maintaining
test infrastructure.
QODEX explores your software, finds bugs, classifies failures, and builds a test suite that maintains itself. Coverage compounds, security ships every build, maintenance work disappears.
no commitment · 30 minute walkthrough with our team
4.9★ on G2 across the QODEX platform ·60+ reviews · Built into hundreds of CI pipelines
§ Recognised on G2
§ Is this you?
- +Your release velocity outpaces your test coverage
- +Test suites break every sprint and nobody has time to fix them
- +Security testing happens quarterly at best, if at all
- +You want tests that learn your product, not scripts you maintain
§ 01, Evolution
The bottleneck was never the framework. It was the assumption that humans should write the tests.
QODEX began with one observation: software was becoming API-first faster than the systems meant to test and govern those APIs. What we realized was that the solution to this problem enabled the platform to cover the entire application.
2022 →
The API-first shift
APIs become the product surface for customers, partners, and AI agents. Testing and governance fall behind.
2024 →
The API Assurance Layer
QODEX becomes the system of record for APIs: discover from code, generate tests as code, enforce security every build.
2026 →
The Application Assurance Layer
A persistent product memory paired with autonomous exploration: the same engine now maps and tests any surface the product exposes, APIs, UI, auth flows, security posture, and keeps the suite alive as those surfaces change.
2022 →
The API-first shift
APIs become the product surface. Testing falls behind.
2024 →
The API Assurance Layer
QODEX becomes the system of record for APIs.
2026 →
The Application Assurance Layer
Persistent memory + autonomous exploration: one engine for every surface the product exposes.
§ 02, The bottleneck
Your product ships every week. Your test suite is six months behind.
The problem isn't your framework or your CI config. The problem is the model:
any approach where humans own writing and maintaining test code will lose to a product that's changing faster than the team can keep up with.
01 ,
When did your test suite last cover what your product actually does today?
Teams write Playwright scripts that break every time the UI changes. The test suite is always six months behind the product. Nobody updates tests proactively. They triage failures after the fact, which means bugs reach production that your tests were supposed to catch.
02 ,
If you had to run a security audit against every endpoint right now, how long would it take?
Most teams don’t have a dedicated security engineer. Security testing happens quarterly via expensive external pentests that arrive late and out of context. That means vulnerabilities sit in production for months before anyone even looks.
03 ,
How many hours does your team spend each week on manual QA, and how much of that is just keeping existing tests alive?
Traditional test automation has a brutal cost curve. You pay to write scripts. You pay when they break. You pay to triage whether failures are real. And you still skip entire categories because nobody has time. Every hour spent maintaining tests is an hour not spent shipping.
§ 03, Platform architecture
One engine, every surface, one memory.
Most QA tools are stitched together: one tool for APIs, another for UI, another for security, none of them aware the others exist. QODEX runs every surface from one autonomous engine, and a persistent memory holds it all together.
§ apis
APIs
Discovery, governance, contract checks, OWASP-aligned security
§ ui
UI / Application
Autonomous exploration of every screen, form, and workflow
§ security
Security
Continuous OWASP-style checks across every surface, every build
§ autonomy
Autonomous loop
Find, classify, save, re-run, learn. Zero-cost regressions
§ persistent memory
The connective layer beneath every surface.
Endpoint patterns, auth flows, UI structure, known quirks, test history. Everything QODEX learns about your product persists. Day 30 is dramatically more effective than day 1. Knowledge persists. Coverage compounds.
§ 04, Capabilities
Testing should be something your product does, not something your team spends time on.
00 ,
Foundational discovery and governance
Before any test runs, QODEX maps every surface your product exposes: endpoints, screens, auth flows, owners. That inventory is what makes the rest possible. Scenarios are grounded in what the product actually does, not what someone assumed in a Confluence page two years ago.
- +Code-first discovery, no traffic sampling, no missing endpoints
- +Auto-classified inventory: internal vs external, owner, criticality
- +Living docs that stay in sync as the product evolves
100% – surface mapped before the first test runs
“We achieved 100% API test coverage without hiring a huge QA team.”– Anurag Gupta, ComeUp
01 ,
Conversational Testing
Describe what to test in plain English. QODEX explores your product through a real browser: navigating pages, filling forms, calling APIs, and finding bugs the way a senior QA engineer would, in minutes instead of weeks.
- +Chat-first interface. No test framework knowledge required
- +Functional, regression, and API testing from one conversation
- +Import OpenAPI specs and generate comprehensive scenarios automatically
Hundreds – of scenarios from a single API spec
“We mapped every endpoint in our stack in under five minutes.”– Apoorva Sharma, SalaryBook (YC S21)
02 ,
Self-Sustaining Test Suite
Every test saves as a reusable scenario with an executable script. When a test fails, QODEX classifies whether it’s a real bug, a stale selector, or an environment issue. No more triaging noise.
- +Zero LLM cost for regression runs after initial exploration
- +Failure classification: real bug vs. stale test vs. environment issue
- +Coverage builds on itself automatically instead of decaying
Zero – maintenance cost for regression runs
“We’re no longer chasing outdated test scripts after every new release.”– Navjot Bedi, Workday
03 ,
Security Built In
OWASP-aligned security checks run alongside functional tests in every build, not in quarterly pentests that arrive late and out of context. SQL injection, XSS, auth bypass, CORS, and more.
- +Continuous security testing through a chat interface
- +Exact HTTP requests, reproduction steps, and remediation guidance
- +Multi-agent orchestration for parallel security audits
Continuous – security testing in every build
“Our shipment time from staging to production reduced to 2 days instead of 5.”– Brajendra K, CTO
Tests that maintain themselves. Memory that compounds. Security in every build.
no commitment · 30 minute walkthrough with our team
§ 05–06, Where this fits
A different operating model for QA.
Use this section as a quick self-check. The shift in mindset that QODEX requires, then a maturity model so you can place your team and see how QODEX changes the work you do every week.
§ 05, The shift
Old model
“We need better tools to help our team write and maintain tests.”
- ×Hire more QA engineers
- ×Write more Playwright scripts
- ×Pay for quarterly pentests
- ×Hope coverage keeps up
QODEX model
“Testing is something our product does, not something our team spends time on.”
- Describe tests in plain English
- Tests sustain and classify themselves
- Security runs in every build
- Coverage grows automatically
§ 06, Place your team on the maturity ladder
Level
If this is your team
What QODEX changes
Level 0
Manual everything
A few engineers spot-check before each release. Nothing is automated. Security is whatever the framework gives you.
QODEX is the test suite you don’t have. Inventory, scenarios, and security checks are live in days, not quarters. The platform fills the gap before you have to hire.
Level 1
Brittle automation
You have a Playwright (or similar) suite, but it breaks every sprint and most failures are stale selectors. Security testing is quarterly.
QODEX rebuilds and classifies the suite. Real bugs surface, stale tests heal themselves, and the maintenance work that’s eating your week disappears.
Level 2
A QA team holding the line
A dedicated QA function, decent coverage, but coverage is linear with headcount and security still happens out of context.
QODEX takes the rote work off the team so they can do exploratory and risk work. Security shifts from quarterly to every build. Coverage scales with the product, not with headcount.
Level 3
Velocity > coverage
You ship faster than you can test. AI-assisted dev is widening the gap every week. You know it’s a model problem, not a tools problem.
QODEX is the model change. The platform owns writing and maintaining the suite, so coverage compounds at machine speed instead of decaying at human speed.
Level 4
Autonomous QA
You believe testing should be something the product does. You want a platform that learns and gets better at testing your product over time.
You’re the audience. Day 30 of QODEX is dramatically more effective than day 1 because the platform already knows your product. Knowledge persists, coverage compounds.
§ 07, From the field
What teams say about the QODEX platform.
“We’re no longer chasing outdated test scripts after every new release.”
– Navjot Bedi · Workday
“We achieved 100% API test coverage without hiring a huge QA team.”
– Anurag Gupta · ComeUp
“Our shipment time from staging to production reduced to 2 days instead of 5.”
– Brajendra K · CTO, Small Business
§ 08, Frequently asked
Common questions.
QODEX is the QA platform that owns your test suite. It explores your product, finds bugs, classifies failures, and rebuilds the suite as the product changes, across your APIs, your UI, and your security posture. The platform started in API assurance and now covers the full application surface, all connected by a persistent memory of how your product works.
Start anywhere. Most teams begin with API governance because it’s the fastest path to value. We map your inventory in minutes, then add testing and security as the platform learns the product. Whatever you start with, the persistent memory carries forward, so by the time you turn on the next layer, QODEX already understands your product.
QODEX maintains a living understanding of your product: API structure, auth flows, UI patterns, known quirks, and test history. The platform on day 30 is dramatically more effective than on day 1 because it already knows your product. This knowledge persists and grows.
No. You describe what to test in plain English through a chat interface. QODEX explores your product autonomously, finds bugs with screenshots and reproduction steps, and saves every test as a reusable scenario with an executable script.
AI test generators produce code you still have to maintain. QODEX is an autonomous agent that explores your product, classifies failures, retains context across sessions, and builds a test suite that maintains itself. The output is intelligence, not scripts.
Day 1: API inventory and governance is live in minutes. Day 7: roughly 50 scenarios mapped, classified failures coming through to your team. Day 30: the platform understands your product well enough that coverage compounds faster than the product is changing. The exact pace depends on your surface area, but most teams see meaningful results in the first week.
§ 09, Get started
The future of QA is autonomous.
See QODEX run against your product. 30 minutes, live, with the team that built it.
no commitment · 30 minute walkthrough with our team