--- source_url: "https://testneo.ai/?utm_source=openai" title: "TestNeo | AI Release Intelligence Platform — Release Confidence for Apps & Agents" mirrored_at: 2026-08-18T13:01:47.487Z host: testneo.ai cited_in_42a: true mirror_canonical: "https://index.42a.ai/testneo.ai/index__q__utm_source_openai" --- > **Original source:** https://testneo.ai/?utm_source=openai AI Release Intelligence ## Release Intelligence for AI-Native Engineering TestNeo verifies applications, APIs, and AI agents before production—giving engineering teams evidence-based release confidence through automated validation, risk intelligence, and release assurance. For CTOs, engineering leaders, QA directors, platform teams, and AI engineering orgs. Evidence-based release decisions · Apps and AI agents AI Agent Verification ### Agents claim success. TestNeo verifies it. Independent Claimed → Observed → Verified checks on tools, retrieval, memory, and side effects—before you trust the run. Release Intelligence ### Know whether this change is safe to ship. Impact analysis, targeted web and API validation, and a clear ship signal on every pull request—aggregated into Release Confidence. PASS / WARN / BLOCK release decisions Applications · APIs · AI agents PR validation & Release Confidence Evidence retained for audit The shift ## AI accelerated software creation. It did not accelerate trust. Engineering teams now generate code, tests, and agent workflows faster than ever. Delivery velocity rose. The cost of a wrong ship decision—bad agent action, silent API break, unproven “done”—rose with it. What teams have - More automation scripts - Chat-based “agent success” - Green CI on partial suites - Scattered tools across the stack What leaders still need A release decision with evidence. Proof the agent did what it claimed. Risk tied to _this_ change and past incidents. One assurance layer for apps and agents. The constraint is no longer “Can we build it?” It is “Can we release it with confidence?” The platform ## Release intelligence for applications and AI agents TestNeo is an AI Release Intelligence Platform. It connects requirements and change context to verification, collects evidence, scores risk, and returns an explicit release decision. Interactive Walkthrough Flow preview Step 1 #### Requirements & change context Analyze code, requirements, APIs, designs, and dependencies to identify impacted flows and release risk. Step 2 #### Verify apps & agents Run targeted web and API validation plus AI agent verification (Claimed → Observed → Verified) based on impact and historical risk. Step 3 #### PASS · WARN · BLOCK Score release risk per PR and aggregate into Release Confidence—so you know the state of the entire release, not just individual changes. ![TestNeo Release Intelligence Platform](https://testneo.ai/assets/images/Screenshot%202026-05-31%20at%2010.06.03%20AM.png) ![TestNeo Release Intelligence Dashboard](https://testneo.ai/assets/images/Screenshot%202026-05-31%20at%209.01.09%20AM.png) ![TestNeo Impact Analysis View](https://testneo.ai/assets/images/Screenshot%202026-05-31%20at%209.01.34%20AM.png) ![TestNeo Verification Execution](https://testneo.ai/assets/images/Screenshot%202026-05-31%20at%209.01.58%20AM.png) ![TestNeo Release Decision Board](https://testneo.ai/assets/images/Screenshot%202026-05-31%20at%209.02.19%20AM.png) **Impact planning** shows affected tests instantly. **Execution** runs when write mode is enabled in your IDE, MCP agent, or CI — same project, same evidence. Code Starts with source understanding Impact Maps change to affected behavior Run Executes only what matters Signal Returns release-ready guidance Application verification workflow ## From requirement to release Turn backlog stories into verified application behavior — generate checks, run them, and finish with a clear release decision. Step 1 ### Jira Story User story & acceptance criteria from your backlog Step 2 ### AI Tests NLP scenarios generated — no scripts to write Step 3 ### AI Execution Agents run web & API verification automatically Step 4 ### Quality & Analysis Test pass/fail plus runtime app health — console, network, a11y, security Step 5 ### Release Decision Ship with confidence — evidence, not gut feel Runtime Quality Insights No scripting required End-to-end AI-driven testing Release intelligence built in From requirement to release — the entire testing lifecycle, driven by AI. Explore the platform ## Go deeper when you need detail How you connect ## Works where you already work Same release signal — IDE, CI, Playwright, or your CrewAI / LangGraph / LangChain agent. Differentiation ## Running tests is not the same as answering “Is this safe to ship?” Execution platforms tell you what happened. TestNeo tells you what to do next. TestNeo does not replace your IDE or coding agent. It is the assurance layer they call when the question is release risk. ### Without TestNeo - • You know tests passed or failed - • You don't know what changed caused which failure - • You run everything every time - • Evidence is scattered across logs and screenshots - • Ship decision is a gut call Recommended ### With TestNeo - ✓ Change mapped to affected verification automatically - ✓ Impact analysis shows what to run and why - ✓ Only relevant verifications execute - ✓ Evidence collected and unified in one release record - ✓ Ship decision with a clear next action and reason Integrations ## Works with your entire stack One extension, every workflow. TestNeo plugs into where you code, how you deploy, and what you test on. VS Code Primary IDE Live Cursor AI-first editor Live Windsurf Agentic IDE Live Kiro AI assistant Live Codespaces Cloud IDE Live Gitpod Cloud dev env Live push TestNeo CLI Terminal / CI Live GitHub Actions CI/CD Live Jenkins CI/CD Live GitLab CI CI/CD Live CircleCI CI/CD Live Azure DevOps CI/CD Live Jira Tracking Live run TestNeo Cloud Managed infrastructure, zero setup Live BrowserStack Real devices via Chrome Live LambdaTest Parallel execution at scale Live Local Agent Run on your machine, behind your VPN Live Data stays on your machine Works behind VPN & firewalls Real browser on localhost Windows, macOS, Linux Pricing ## From test generation to ship decisions Every plan includes NLP web & API testing. Upgrade when you need more scale or release confidence. FreeGenerate tests StarterBuild automation ProScale QA Release IntelligenceShip safely ### Free $0 14-day trial · no credit card - **1** project - **50** AI-generated test cases - **50** test runs / month - **25** PR validations / month - **30** MCP actions / day - NLP web & API generation - Playwright SDK spec export - Community support [Start free](https://app.testneo.ai/signup) ### Starter $19/user/mo Billed monthly Everything in Free, plus - **3** projects - **150** AI-generated test cases / month - **400** test runs / month - **50** PR validations / month - **50** MCP actions / day (writes only) - **4** Figma image imports / month - **4** Swagger / OpenAPI imports / month - Swagger → API test generation - **Local AI agent** (recommended for runs) - Playwright SDK kit export - Basic reports [Get Starter](https://app.testneo.ai/signup) Most popular ### Pro $79/user/mo Billed monthly · **$69**/user annual Everything in Starter, plus - **10** projects - **500** AI-generated test cases / month - **800** test runs / month - **200** PR validations / month - **150** MCP actions / day (writes only) - VS Code extension - Code impact analysis - **10** Swagger / OpenAPI imports / month - **15** Figma image imports / month - Figma → UI tests - Visual regression AI - Lighthouse performance & accessibility - **Quality Insights** — console, network, a11y, security per run - CI/CD kit templates in Playwright export - **AI Release Readiness** (basic) - Release Confidence Score (0–100) - AI Risk Summary & top risks - PR risk analysis [Get Pro](https://app.testneo.ai/signup) Release Intelligence ### Release Intelligence $149/user/mo Billed monthly · **$129**/user annual Everything in Pro, plus — _Should we ship? Evidence from engineering history._ - **20** projects - **2,000** AI-generated test cases / month - **2,500** test runs / month - **800** PR validations / month - **400** MCP actions / day - **25** Swagger / OpenAPI imports / month - Engineering Memory (Jira, incidents, RCA) - Release bundles & AI release gates - PASS / WARN / BLOCK on every PR - GitHub Check Runs - Historical release intelligence - AI risk prediction from past releases - Executive release dashboard & reports - Priority support [Get Release Intelligence](https://app.testneo.ai/signup) **AI-generated test cases** — new tests created with AI per month (not your total library size) **Test runs** — execution steps per month (separate from PR validations) **PR validations** — one full review per pull request or branch diff **MCP actions** — TestNeo API writes from your IDE **Swagger imports** — OpenAPI spec uploads per month **What’s a PR validation?** TestNeo analyzes your changed files, scores release risk (0–100), maps impacted tests, and returns a release brief — from the web UI, VS Code/Cursor MCP, or GitHub on each PR. Re-running the _same_ PR reuses the existing workflow and does not use another validation credit. ## Ship every release with confidence. Start with a free workspace—or see how Release Intelligence and AI Agent Verification fit your delivery model. AI Release Intelligence ## Every pull request is analyzed for impact, risk, verification coverage, and release readiness. At the heart of **TestNeo.ai** is a belief that shipping software should feel more informed, less reactive, and far less fragile. We’re building the operating layer that helps teams understand change impact, verify risk, and make trusted ship decisions. Powered by **NeoSense™ AI Agent** and **NeoSense™ AI-Q**, TestNeo connects code, requirements, designs, APIs, user behavior, and execution evidence into one Release Intelligence Layer — so teams can focus on building great software with real release confidence. Our mission Make release decisions so **intelligent, evidence-based, and trustworthy** that engineering teams can move faster without guessing. **Understand change. Verify risk. Ship with confidence.** AI Release Intelligence Platform Release confidence for apps & agents FAQ ## Common questions, clear answers Can I run load tests with the same API suites? Yes. Export any API NLP suite as a **k6 kit** from Test Manager — same flows you already run functionally. Tweak `VUS`, `DURATION`, and `BASE_URL` locally (or in CI), run with Grafana k6 or Docker, then upload `k6-out/testneo-import.json` to **Load Insights** for p95, error rate, throughput, and pass/warn/fail verdict history. Full walkthrough: [k6 Load Export & Insights docs](https://testneo.ai/docs/k6-load-insights.html). What counts as one PR validation on my plan? One **PR validation** = one release review workflow for a pull request or branch diff. TestNeo runs impact analysis on changed files, assigns a risk score (0–100), highlights test gaps, and produces a release brief you can open at `/web/pr-validation/`. Triggers: MCP in Cursor/VS Code, the PR Validation page, or GitHub auto-validation. Each _new_ PR (or first validation of that PR) uses one credit; re-opening or updating the same workflow does not. Optional test execution inside a validation uses your separate **test runs** allowance. Pro includes 200/month; Release Intelligence includes 800/month with full PASS/WARN/BLOCK and GitHub Check Runs. Can you build automation for us if we don’t buy TestNeo? Yes. [TestNeo Labs](https://testneo.ai/labs.html) engagements run in your repo and CI — the platform is optional. We use the same operator playbooks as the [Academy bootcamp](https://testneo.ai/bootcamp.html) and cookbook, with documentation and handoff so your team can run releases after delivery. Isn’t AI / vibe coding enough? AI tools generate outputs quickly; they rarely deliver stable CI, clear ownership, release gates, and evidence leadership trusts. We implement that operating layer — governance, playbooks, and human judgment — not another pile of specs in CI. What is TestNeo.ai? TestNeo is an AI Release Intelligence Platform. It uses verification—including web, API, and AI agent validation—to deliver release confidence and evidence-based ship decisions across IDE, CLI, CI/CD, and MCP workflows. Is TestNeo an AI testing tool? TestNeo is an AI Release Intelligence Platform. Generation and automation are inputs. The product is the **release decision**—backed by evidence you can inspect, with PASS / WARN / BLOCK for applications and AI agents. We already use Claude / Cursor. Why TestNeo? Coding agents plan and edit. TestNeo executes verification against your systems, retains evidence, matches Engineering Memory, and returns PASS / WARN / BLOCK for releases and agent runs. Bring your agent; bring your release brain (TestNeo). We use CrewAI or LangGraph. Do we need another agent platform? No. TestNeo is the **verification and release layer** for agents you already run. Install [testneo-agent-sdk](https://pypi.org/project/testneo-agent-sdk/), ingest a thin run summary, get Claimed → Observed → Verified with PASS / WARN / BLOCK. See the [AI Agent Verification guide](https://testneo.ai/docs/agent-release-verification.html) and [integration steps](https://testneo.ai/docs/agent-run-summary.html). Do I need coding skills? No. TestNeo is designed for all users, from non-technical testers to automation engineers. Use natural language to create tests, or leverage the VS Code extension for code-first workflows. What is NeoSense™ AI-Q? NeoSense™ AI-Q is our AI Quality Intelligence layer. It's a context-aware assistant that lets you interact with your test data using natural language. Ask questions about test execution, get intelligent answers, and receive recommendations based on your test history. Does it integrate with CI/CD? Yes. TestNeo integrates with Jenkins, GitHub Actions, GitLab CI, CircleCI, Azure DevOps, and more so teams can run targeted verification, collect evidence, and enforce release gates in CI/CD. What is adaptive execution? Adaptive execution is TestNeo’s ability to adjust when UI or API details shift, while preserving the intent of the verification flow and recording what changed as part of the release evidence. Can I migrate existing tests? Yes. TestNeo can automatically convert existing automation scripts from Selenium, Cypress, and Playwright into natural language tests, making migration seamless with zero rewrite required. Is my data secure? TestNeo prioritises security with enterprise-grade encryption, role-based access control, and compliance with industry standards. Your test data and code remain secure. The Local Agent option keeps all data on your machine. Who can use TestNeo.ai? Engineering teams across roles — developers, QA leads, SDETs, product managers, and engineering managers — use TestNeo when they need clearer release readiness, better evidence, and safer ship decisions. How do I get started? Install the VS Code extension or sign up for the web platform. Start with a 14-day free trial — no credit card required. After the trial, stay on Free or upgrade to Starter ($19), Pro ($79), or Release Intelligence ($149). Do I need to replace Playwright? No. You extend it. Generation and Playwright-oriented workflows are part of application verification. The product outcome is release confidence—not script volume. Does it run locally? Yes, by default. Can I use only Playwright for some steps? Yes, fully hybrid. Can I try without signup? Yes. Use the [live playground](https://app.testneo.ai/playground?product=agent) — Agent Verification and Web Automation tabs, 10 guest runs, no account required. When do I need API key/project? For dashboard publish and team usage. Get in touch ## Let's talk about your next release