QC+AI Learning API responded successfully during the current status render.
Operations
Public service health, support operations, and browser governance are visible.
This page is the public operational surface for QC+AI Studio. It shows live health signals, response targets, performance-monitoring coverage, and the remaining CSP/COEP decisions that still require follow-through.
Latest browser sample recorded at 3/31/2026, 4:03:12 AM.
Product/privacy requests target 2 business days; partnership and security follow-up target 5.
The remaining browser-isolation decision is documented publicly rather than left implicit.
Live
Public support intake
The support page now includes a structured intake form that records requests and returns a public ticket reference.
Live
Operational status surface
The status page summarizes live API health, response expectations, recent releases, and current hardening decisions.
Live
Browser telemetry
Core Web Vitals are reported from the browser to a first-party endpoint and summarized for public monitoring.
Support response targets
Covers learner help, account issues, privacy questions, and correction/deletion follow-up.
Used for evaluative reviews, institutional pilots, and manually scoped commercial conversations.
Initial acknowledgement arrives through the public disclosure channel before any deeper remediation timeline is confirmed.
Browser performance governance
Lighthouse-based browser checks now cover the public route set named below, and browser-originated Core Web Vitals are posted to a first-party endpoint so the public deployment can be monitored without introducing ad trackers.
| Route | Performance | Accessibility | Best practices | SEO |
|---|---|---|---|---|
| / | 0.8 | 0.95 | 0.9 | 0.9 |
| /modules | 0.8 | 0.95 | 0.9 | 0.9 |
| /lessons/nisq-reality-overview | 0.75 | 0.95 | 0.9 | Not enforced |
| /builder | 0.7 | 0.95 | 0.9 | Not enforced |
| /account | 0.8 | 0.95 | 0.9 | Not enforced |
| /support | 0.8 | 0.95 | 0.9 | 0.9 |
Recent public web-vitals summary
| Metric | Samples | Average | P75 | Good rate |
|---|---|---|---|---|
| FCP | 4 | 1623.83 | 2124 | 50% |
| LCP | 1 | 1825.5 | 1825.5 | 100% |
| TTFB | 4 | 1127.1 | 1583.6 | 50% |
Current hardening decisions
The live CSP no longer allows broad inline styles, but style-src-attr remains temporarily enabled because builder and simulation surfaces still rely on inline positioning, sizing, and accent variables.
Cross-Origin-Embedder-Policy is not enabled yet because the public deployment still needs a broader compatibility review across protected media delivery, future embeds, and any cross-origin learning integrations.
Current public availability
Modules, lessons, syllabus, About, Attribution, and the new Simulations hub are public and fully reachable without sign-in.
Search and Q&A stay source-grounded in production. When OpenAI or Pinecone secrets are absent, the site falls back to grounded lexical retrieval instead of pretending semantic mode is active.
Dashboard, projects, builder, and arena are usable in a browser guest session. Cross-device continuity still depends on authenticated identity being configured on the deployment.
Auth0-backed sign-in is prepared in the codebase, but the public deployment currently prioritizes guest-first evaluation unless client-side Auth0 variables are exposed.
Recent updates
The public course now adds dedicated modules for hardware-constrained learning foundations, model families, intermediate programming, advanced software development, and quantum finance programming.
The simulations page now ships browser-playable labs for all sixteen verified concepts, alongside corrected notes, architecture guidance, and the longer-term rollout plan.
Modules, About, Attribution, Account, sitemap, metadata, and lesson navigation were tightened so visitors can evaluate the platform without hidden assumptions.
Manifest hygiene, transcript fallback labeling, guest-session documentation, and syllabus citation duplication were corrected and redeployed.