diff --git a/CHANGELOG.md b/CHANGELOG.md
index f59033f..93a0d4c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,6 +4,55 @@ All notable changes to ReproCase are documented here.
 Format based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/);
 versioning follows [Semantic Versioning](https://semver.org/).
 
+## [0.7.0] — 2026-11-08
+
+Real-world reliability & adoption release. Validated against an independent matrix of
+real applications (HTML5 Boilerplate 9.0.1 multi-page site, create-vite React SPA,
+create-vite Vue SPA) with a hand-maintained truth list, and fixed the accuracy defects
+that matrix exposed. Performance verified regression-free against v0.6.0 on the same
+machine (9 / 42 / 102-page sites).
+
+### Fixed
+
+- **Duplicate resource failures merged** (accuracy): a real browser can observe the same
+  missing resource with different failure shapes (HTTP 404 on one request, `net::ERR_ABORTED`
+  on a duplicate). Resource-load-failure fingerprints are now keyed by resource URL, so one
+  root cause produces one finding instead of two.
+- **Handled API responses no longer reported** (accuracy / false positives): first-party
+  `fetch`/XHR responses with 4xx/5xx statuses are application-level business states (REST
+  lookups legitimately return 404 and pages handle them). They are no longer reported as
+  resource-load-failure. Network-level failures on those requests are still reported via the
+  request-failure channel, and broken images/scripts/stylesheets keep their existing coverage.
+- **Safe buttons inside forms are now explored** (coverage): previously ALL form-internal
+  controls were skipped, hiding real interaction faults on form-heavy pages. `<button
+  type="button">` and links inside forms are now candidates; submit buttons, default-type
+  buttons and form inputs remain untouched, and the HARD-dangerous keyword policy
+  (delete / pay / submit / ...) still applies everywhere — verified by a negative test.
+- **`<noscript>` fallback in the HTML report**: JS-disabled browsers now get a pointer to
+  `result.json` and `issues.md` instead of an empty shell.
+
+### Verified
+
+- **Detection accuracy matrix** (truth list maintained alongside the release): 12 planted
+  faults across three real applications — 12/12 detected after the fixes, 0 false positives
+  on 7 control scenarios (mailto, external links, lazy loading, handled business errors,
+  dangerous buttons, hash anchors, clean pages), reproduction 3/3 on every finding.
+- **Dangerous-operation boundary re-audited on v0.7.0**: destructive account/invoice
+  controls inside and outside forms received 0 requests (server-side request log audit).
+- **Performance (same machine, same browser, 2 runs each)**: small 9 pages 33→34.5 s,
+  medium 42 pages 128→130 s, large 102 pages 293→288 s (all within run-to-run noise);
+  memory peak ~130 MB; 0 observation timeouts; report sizes equal.
+- **Stability**: 0 lingering browser processes after normal exit and after Ctrl+C
+  (graceful close, exit code 130); clear error when the output path is not a directory;
+  force-killed scans may briefly orphan the browser process (OS-level, self-exits).
+- **Report at scale**: 200-finding stress render in ~166 ms, search/filter interaction
+  responsive, no mobile-viewport overflow, keyboard reachable.
+
+### Verification
+
+185/185 tests (24 files: unit + real-browser integration + CLI e2e); npm audit 0;
+four-OS CI matrix (ubuntu Node 22/24, macOS, Windows).
+
 ## [0.6.0] — 2026-11-08
 
 Reliable CI and developer feedback release. Fixes the default ref normalisation defect from
diff --git a/README.md b/README.md
index c5b4650..025c894 100644
--- a/README.md
+++ b/README.md
@@ -105,6 +105,9 @@ Full inputs, exit-code semantics and the baseline flow:
 - **No buttons were explored** — check the *Exploration log* section in the report: buttons
   matching risky keywords (pay, delete, run, ...) are skipped by the read-only-first policy.
   Precisely authorize test controls via `exploration.allowSelectors` in the config.
+- **My REST API returns 404 but the page handles it** — ReproCase treats fetch/XHR responses
+  as application-level business states and does not report them as resource failures (network-level
+  request failures on those calls are still reported). Broken images/scripts/stylesheets keep full coverage.
 - **A fault I fixed still shows as "unconfirmed resolved"** — the comparison scan did not visit
   that page. Rerun with the same scope as the baseline, then compare again.
 - **SPA routes show up twice** — a deep link re-renders the app; the same JS fault is reported
@@ -152,15 +155,12 @@ fault through the real Playwright runner.
 
 ## Status
 
-v0.6.0 — reliable CI & developer feedback release (ref normalisation fix, Job Summary, injection guards). See the [changelog](CHANGELOG.md).
-`npm i -g github:…#tag` now works and the quick start drops the manual build), a reconciled
-Node baseline (**22+**, since Node 18/20 are End-of-Life; CI-tested on 22 & 24), the deprecated
-Vitest `poolOptions` config fixed, and refreshed real screenshots. Detection itself is unchanged
-from v0.3.x — cross-page fault clusters, adaptive async observation, shadow DOM + same-origin
-iframe detection, `scan --compare-with`, and the report/attachment security hardening of
-v0.3.2–v0.3.3. See the [changelog](CHANGELOG.md),
-[test baselines](docs/test-baselines.md) and the
-[compatibility matrix](docs/compatibility.md).
+v0.7.0 — real-world reliability release: detection accuracy validated against an independent
+matrix of real applications (HTML5 Boilerplate MPA, create-vite React & Vue SPAs) with a
+hand-maintained truth list; same-root-cause resource failures are no longer double-counted,
+handled API (fetch/XHR) responses are no longer reported as faults, and safe non-submitting
+buttons inside forms are now explored (dangerous-keyword protections unchanged and re-audited).
+Performance verified regression-free vs v0.6.0 on 9/42/102-page sites. See the [changelog](CHANGELOG.md).
 Known limitations are listed in the changelog and in the "Not checked" section of every report.
 
 ## License
diff --git a/README.zh-CN.md b/README.zh-CN.md
index d1c9bf8..bec9d33 100644
--- a/README.zh-CN.md
+++ b/README.zh-CN.md
@@ -137,10 +137,13 @@ npm run test:all   # 单元 + 集成（真实浏览器）+ CLI 端到端
 测试套件会扫描内置演示网站，断言四种植入故障全部被检出、干净对照页零误报，
 并且生成的测试能通过真实 Playwright 运行器复现每个故障。
 
-## 状态
+## Status
 
-v0.6.0 —— 可靠 CI 与开发者反馈版本（引用规范化修复、Job Summary、注入防护）。详见 [变更日志](CHANGELOG.md)。
-[变更日志](CHANGELOG.md)、[测试基线](docs/test-baselines.md) 与[兼容性矩阵](docs/compatibility.md)。
+v0.7.0 — 真实项目可靠性版本：在独立真实应用矩阵（HTML5 Boilerplate 多页站、create-vite React/Vue SPA）
+上以人工真值清单验证检测准确性；同根因资源失败不再重复计数、已被页面处理的 API（fetch/XHR）响应不再误报、
+表单内安全的非提交按钮纳入探索（危险关键词保护不变并已复审）。性能经同机对照验证与 v0.6.0 无回归
+（9/42/102 页站点）。详见 [changelog](CHANGELOG.md)。
+已知限制见 changelog 与每份报告的 "Not checked" 部分。
 
 ## 许可证
 
diff --git a/package-lock.json b/package-lock.json
index 803c186..f51f6f5 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,12 +1,12 @@
 {
   "name": "reprocase",
-  "version": "0.6.0",
+  "version": "0.7.0",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "reprocase",
-      "version": "0.6.0",
+      "version": "0.7.0",
       "license": "MIT",
       "dependencies": {
         "@playwright/test": "^1.49.0",
diff --git a/package.json b/package.json
index 8dabe14..b8bfcf1 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
 {
   "name": "reprocase",
-  "version": "0.6.0",
+  "version": "0.7.0",
   "description": "Automated website fault detection & reproduction. Scans a site in a real browser, verifies each fault independently, and emits reproducible Playwright regression tests plus human- and CI-friendly reports.",
   "type": "module",
   "license": "MIT",
diff --git a/src/findings.ts b/src/findings.ts
index 6d9b66c..f21ec04 100644
--- a/src/findings.ts
+++ b/src/findings.ts
@@ -46,7 +46,11 @@ export function fingerprintOf(obs: ObservationInput, redactQuery: boolean): stri
     case 'page-load-failure':
       return ['page-load-failure', normalizeUrl(obs.targetUrl ?? obs.url), String(e.statusCode ?? norm(e.failureText))].join('|');
     case 'resource-load-failure':
-      return ['resource-load-failure', normalizeUrl(e.resourceUrl ?? ''), String(e.statusCode ?? norm(e.failureText))].join('|');
+      // Key by resource URL only: a real browser can observe the same missing
+      // resource with different failure shapes (HTTP 404 on one request,
+      // net::ERR_ABORTED on a duplicate). Same root cause -> one finding
+      // (v0.7.0 accuracy fix); the title keeps the first-observed detail.
+      return ['resource-load-failure', normalizeUrl(e.resourceUrl ?? '')].join('|');
     case 'broken-internal-link':
       return ['broken-internal-link', normalizeUrl(obs.targetUrl ?? '')].join('|');
     case 'horizontal-overflow':
diff --git a/src/report/html.ts b/src/report/html.ts
index 7a9500c..9a2d88a 100644
--- a/src/report/html.ts
+++ b/src/report/html.ts
@@ -745,6 +745,7 @@ export function renderHtml(result: ScanResult, compare?: CompareResult): string
   <footer id="footer"></footer>
 </main>
 <div id="lightbox" role="dialog" aria-modal="true" aria-label="Screenshot preview (Escape closes)" tabindex="-1"><img alt="Screenshot preview"></div>
+<noscript><p style="padding:1rem;border:1px solid #b91c1c;color:#b91c1c">This report is interactive and requires JavaScript. The full scan data is available in <code>result.json</code> (machine-readable) and <code>issues.md</code> (plain Markdown) next to this file.</p></noscript>
 <script>window.__REPROCASE_DATA__ = ${jsonForScript(compare ? { ...result, compare } : result)};</script>
 <script>${CLIENT_JS}</script>
 </body>
diff --git a/src/scanner.ts b/src/scanner.ts
index b8b7669..e9cfd21 100644
--- a/src/scanner.ts
+++ b/src/scanner.ts
@@ -426,6 +426,13 @@ export class Scanner {
         }
       }
       if (res.status() < 400) return;
+      // XHR/fetch responses are application-level business states: REST lookups
+      // legitimately return 404/410/etc. and pages handle them (friendly errors,
+      // empty states). Reporting them as resource failures produced false
+      // positives on real sites (v0.7.0 accuracy fix). Network-level failures on
+      // those requests are still captured by the requestfailed listener above.
+      const rt = res.request().resourceType();
+      if (rt === 'xhr' || rt === 'fetch') return;
       const u = res.url();
       if (FAVICON_RE.test(new URL(u, page.url()).pathname)) return;
       if (!this.isFirstParty(u)) return;
diff --git a/src/util/selectors.ts b/src/util/selectors.ts
index 6615184..3976522 100644
--- a/src/util/selectors.ts
+++ b/src/util/selectors.ts
@@ -202,8 +202,18 @@ export function collectCandidatesInPage(opts: CandidateOptions): CandidateCollec
     const style = getComputedStyle(node);
     if (style.visibility === 'hidden' || style.display === 'none') continue;
     if (node.hasAttribute('disabled') || node.getAttribute('aria-disabled') === 'true') continue;
-    // Never touch form controls: submitting or mutating forms is out of scope.
-    if (node.closest('form')) continue;
+    // Never touch controls that submit or mutate a form (submit buttons,
+    // inputs, selects, textareas): form submission is out of scope by design.
+    // <button type="button"> and links do neither, so they stay explorable —
+    // the three-tier keyword policy above/below still guards their labels
+    // (v0.7.0: previously ALL form-internal candidates were skipped, which
+    // hid real interaction faults on form-heavy pages).
+    if (node.closest('form')) {
+      const tag = node.tagName;
+      const type = (node.getAttribute('type') || '').toLowerCase();
+      const safe = (tag === 'BUTTON' && type === 'button') || tag === 'A';
+      if (!safe) continue;
+    }
 
     const isHashLink = node.tagName === 'A';
     const text = (node.textContent || '').trim();
diff --git a/tests/fixtures/api-noise/img/.keep b/tests/fixtures/api-noise/img/.keep
new file mode 100644
index 0000000..e69de29
diff --git a/tests/fixtures/api-noise/index.html b/tests/fixtures/api-noise/index.html
new file mode 100644
index 0000000..e8a2ea6
--- /dev/null
+++ b/tests/fixtures/api-noise/index.html
@@ -0,0 +1,19 @@
+<!doctype html>
+<html lang="en">
+<head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1"><title>API noise fixture</title></head>
+<body>
+<main>
+  <h1>API noise fixture</h1>
+  <!-- Control: broken image must still be found -->
+  <img src="img/missing.png" alt="broken" width="16" height="16">
+  <p id="plan-status"></p>
+  <script>
+    // Handled business 404: fetch a missing API resource, handle the error.
+    // ReproCase must NOT report this as a resource failure (Fix A).
+    fetch('/api/plan/42').then(function (r) { return r.json(); }).catch(function () {
+      document.getElementById('plan-status').textContent = 'Plan not found (handled)';
+    });
+  </script>
+</main>
+</body>
+</html>
diff --git a/tests/integration/api-noise.test.ts b/tests/integration/api-noise.test.ts
new file mode 100644
index 0000000..ef774c5
--- /dev/null
+++ b/tests/integration/api-noise.test.ts
@@ -0,0 +1,50 @@
+import { fileURLToPath } from "node:url";
+import * as fs from 'node:fs';
+import * as os from 'node:os';
+import * as path from 'node:path';
+import { afterAll, beforeAll, describe, expect, it } from 'vitest';
+import { Scanner } from '../../src/scanner.js';
+import { resolveConfig } from '../../src/config.js';
+import { startStaticServer, type StaticServer } from '../../src/dev-server.js';
+
+const FIXTURE_DIR = path.resolve(path.dirname(fileURLToPath(import.meta.url)), '..', 'fixtures', 'api-noise');
+
+let server: StaticServer;
+
+beforeAll(async () => {
+  server = await startStaticServer(FIXTURE_DIR);
+});
+
+afterAll(async () => {
+  await server.close();
+});
+
+describe('API business statuses are not resource faults (v0.7.0 accuracy fix)', () => {
+  it(
+    'does not report a handled first-party fetch 404, while still reporting a broken image',
+    async () => {
+      const out = fs.mkdtempSync(path.join(os.tmpdir(), 'reprocase-api-'));
+      const { config } = resolveConfig({
+        entry: server.url,
+        maxPages: 2,
+        runTimeoutMs: 120_000,
+        verification: { attempts: 2 }
+      });
+      const { result } = await new Scanner(config, out).run();
+
+      // The genuinely broken image is still detected through the same channel.
+      const brokenImg = result.findings.find(
+        (f) => f.type === 'resource-load-failure' && f.evidence.resourceUrl?.includes('/img/missing.png')
+      );
+      expect(brokenImg, 'broken <img> must still be reported').toBeTruthy();
+
+      // The handled fetch 404 is an application-level business status, not a
+      // page fault: REST lookups legitimately 404 and pages handle it.
+      const apiNoise = result.findings.filter(
+        (f) => f.type === 'resource-load-failure' && (f.evidence.resourceUrl || '').includes('/api/')
+      );
+      expect(apiNoise, 'handled fetch 404 must not be reported as a resource failure').toHaveLength(0);
+    },
+    120_000
+  );
+});
diff --git a/tests/integration/exploration-policy.test.ts b/tests/integration/exploration-policy.test.ts
index a09bb84..ca812ea 100644
--- a/tests/integration/exploration-policy.test.ts
+++ b/tests/integration/exploration-policy.test.ts
@@ -52,6 +52,29 @@ describe('exploration authorization policy (real browser)', () => {
     expect(reasonOf('#deny-me')).toBe('denied');
   }, 60_000);
 
+  it('explores safe type=button controls inside forms but never submit or hard-dangerous ones (v0.7.0)', async () => {
+    const page = await browser.newPage({ viewport: { width: 1000, height: 800 } });
+    await page.setContent(`<!doctype html><html><body>
+      <form>
+        <button id="form-safe" type="button">Load preview</button>
+        <button id="form-del" type="button">Delete account</button>
+        <button id="form-submit" type="submit">Send</button>
+        <button id="form-default">Continue</button>
+      </form>
+    </body></html>`);
+    const out = await page.evaluate(collectCandidatesInPage, { max: 20, allowSelectors: [], denySelectors: [] });
+    await page.close();
+    const chosen = out.candidates.map((c) => c.selector);
+    // Safe non-submitting button inside a form is explorable.
+    expect(chosen, 'safe type=button inside a form must be a candidate').toContain('#form-safe');
+    // Hard-dangerous keyword keeps its protection regardless of location.
+    expect(chosen).not.toContain('#form-del');
+    expect(out.skipped.find((s) => s.selector === '#form-del')?.reason).toBe('forbidden');
+    // Submitting controls (explicit submit and default-type button) stay untouched.
+    expect(chosen).not.toContain('#form-submit');
+    expect(chosen).not.toContain('#form-default');
+  }, 60_000);
+
   it('skips a soft keyword by default and offers no candidate bypass', async () => {
     const out = await collect([], []);
     const chosen = out.candidates.map((c) => c.selector);
diff --git a/tests/unit/findings.test.ts b/tests/unit/findings.test.ts
index 5d97f5b..fc95616 100644
--- a/tests/unit/findings.test.ts
+++ b/tests/unit/findings.test.ts
@@ -64,6 +64,18 @@ describe('FindingCollector dedupe', () => {
     expect(a.finding.repro.observedCount).toBe(2);
   });
 
+  it('merges resource failures with the same URL but different failure modes (404 vs abort)', () => {
+    // A real browser can observe the same missing resource twice with different
+    // failure shapes (HTTP 404 on one request, net::ERR_ABORTED on a duplicate
+    // request). Same root cause -> one finding, not two.
+    const c = new FindingCollector(true);
+    const a = c.observe(obs({ type: 'resource-load-failure', url: 'http://127.0.0.1:4610/p1.html', evidence: { resourceUrl: 'http://127.0.0.1:4610/app.js', statusCode: 404 } }));
+    const b = c.observe(obs({ type: 'resource-load-failure', url: 'http://127.0.0.1:4610/p2.html', evidence: { resourceUrl: 'http://127.0.0.1:4610/app.js', failureText: 'net::ERR_ABORTED' } }));
+    expect(b.created, 'same resource URL must dedupe regardless of failure mode').toBe(false);
+    expect(a.finding.repro.observedCount).toBe(2);
+    expect(c.list()).toHaveLength(1);
+  });
+
   it('assigns stable ids derived from the fingerprint', () => {
     const c1 = new FindingCollector(true);
     const c2 = new FindingCollector(true);
diff --git a/tests/unit/report.test.ts b/tests/unit/report.test.ts
index 14b7a2a..ce6391d 100644
--- a/tests/unit/report.test.ts
+++ b/tests/unit/report.test.ts
@@ -153,6 +153,13 @@ describe('HTML report', () => {
     expect(html).toContain('<!doctype html>');
   });
 
+  it('provides a noscript fallback pointing at result.json/issues.md', () => {
+    const html = renderHtml(makeResult());
+    expect(html).toContain('<noscript>');
+    expect(html).toContain('result.json');
+    expect(html).toContain('issues.md');
+  });
+
   it('escapes HTML-sensitive characters inside the embedded data', () => {
     const evil = makeFinding({
       title: 'Evil <img src=x onerror=alert(1)> finding',