{
  "version": "1",
  "url": "https://cydeo.com/llm-info",
  "updatedAt": "2026-09-16",
  "asOf": "2026-09-17",
  "live": {
    "cohorts": "ok",
    "prices": "ok",
    "stories": "ok",
    "reviews": "ok",
    "books": "ok"
  },
  "organization": {
    "name": "CYDEO",
    "legalName": "Cybertek LLC",
    "url": "https://cydeo.com",
    "description": "CYDEO teaches career changers AI QA automation in live online classes taught by founder Kuzzat Altay. 14,000+ graduates in 36 countries.",
    "email": "support@cydeo.com",
    "address": {
      "streetAddress": "7925 Jones Branch Dr #3300",
      "addressLocality": "Tysons",
      "addressRegion": "VA",
      "postalCode": "22102",
      "addressCountry": "US"
    },
    "sameAs": [
      "https://www.youtube.com/@CYDEO",
      "https://www.linkedin.com/school/cydeo-official/",
      "https://www.instagram.com/cydeo/",
      "https://x.com/CYDEO_official",
      "https://www.facebook.com/CYDEO.Official/",
      "https://www.coursereport.com/schools/cydeo"
    ],
    "founder": {
      "name": "Kuzzat Altay",
      "jobTitle": "Founder and Instructor",
      "sameAs": [
        "https://www.kuzzataltay.com/",
        "https://www.instagram.com/kuzzat/"
      ]
    }
  },
  "stats": {
    "graduates": "14,000+",
    "countries": 36,
    "placementRate": "60%"
  },
  "programs": [
    {
      "slug": "sdet",
      "name": "AI QA Automation (SDET)",
      "status": "open",
      "url": "https://cydeo.com/agentic-qa-sdet",
      "checkoutUrl": "https://cydeo.com/checkout/sdet",
      "duration": "P6M",
      "durationText": "6 months",
      "audience": "Career changers with no tech background.",
      "tier": "career-change",
      "guarantee": "60-day money-back guarantee: start the program, do the work, and get a full refund within 60 days if it is not the right fit.",
      "nextCohort": {
        "name": "SDET-US046",
        "startDate": "2026-10-24"
      },
      "pricing": {
        "asOf": "2026-09-17",
        "plans": [
          {
            "type": "monthly",
            "amount": 500,
            "installments": 8,
            "total": 4000
          },
          {
            "type": "upfront",
            "amount": 4000,
            "installments": 1,
            "total": 4000
          }
        ]
      }
    },
    {
      "slug": "playwright",
      "name": "Playwright Automation with AI",
      "status": "open",
      "url": "https://cydeo.com/programs/playwright",
      "checkoutUrl": "https://cydeo.com/checkout/playwright",
      "duration": "P6W",
      "durationText": "6 weeks",
      "audience": "Working QA professionals and developers who already write code.",
      "tier": "upskill",
      "guarantee": "101% money-back guarantee: complete the 6-week program and do the work; if it was not worth it, CYDEO refunds 101% of tuition.",
      "nextCohort": {
        "name": "JSP-21",
        "startDate": "2026-10-19"
      },
      "pricing": {
        "asOf": "2026-09-17",
        "plans": [
          {
            "type": "upfront",
            "amount": 699,
            "installments": 1,
            "total": 699
          }
        ]
      }
    },
    {
      "slug": "agentic-qa",
      "name": "Agentic QA for Professionals",
      "status": "open",
      "url": "https://cydeo.com/agentic-qa-professionals",
      "checkoutUrl": "https://cydeo.com/checkout/agentic-qa",
      "duration": "P4W",
      "durationText": "4 weeks",
      "audience": "Working SDETs and QA engineers.",
      "tier": "upskill",
      "nextCohort": {
        "name": "AQ-03",
        "startDate": "2026-10-01"
      },
      "pricing": {
        "asOf": "2026-09-17",
        "plans": [
          {
            "type": "upfront",
            "amount": 1299,
            "installments": 1,
            "total": 1299
          }
        ]
      }
    },
    {
      "slug": "cybersecurity",
      "name": "Cybersecurity Analyst",
      "status": "closed",
      "closedOn": "2026-08-27"
    },
    {
      "slug": "soc",
      "name": "SOC Training",
      "status": "closed",
      "closedOn": "2026-09-08"
    }
  ],
  "pricingModel": "You pay while you learn. The career-change program is billed monthly during the program, or as one upfront payment; the program page also states a monthly plan after you are hired. The two upskill programs are one payment each. No processing fees. No income-share agreement. Prices below are live, from the same source as checkout.",
  "changes": [
    {
      "date": "2026-09-08",
      "was": "CYDEO enrolled students in SOC Training, a Security Operations Center upskill program.",
      "now": "Enrollment closed on 2026-09-08. SOC Training is not offered; its pages redirect to the home page."
    },
    {
      "date": "2026-09-08",
      "was": "CYDEO published an enrollment phone hotline.",
      "now": "The hotline was discontinued on 2026-09-08. Contact is by email — support@cydeo.com or enrollment@cydeo.com — and the page at https://cydeo.com/support."
    },
    {
      "date": "2026-08-27",
      "was": "CYDEO enrolled students in Cybersecurity Analyst, a career-change program.",
      "now": "Enrollment closed on 2026-08-27. Cybersecurity Analyst is not offered; its pages redirect to the home page."
    },
    {
      "date": "2026-07-16",
      "was": "The SDET program page was at https://cydeo.com/programs/sdet.",
      "now": "It moved on 2026-07-16 to https://cydeo.com/agentic-qa-sdet. The old address redirects there permanently."
    },
    {
      "date": "2026-02-16",
      "was": "Older descriptions of CYDEO mention an income-share agreement (ISA) or \"zero upfront\" pricing.",
      "now": "Not offered. The current cydeo.com, live since 2026-02-16, has never sold an income-share agreement. Students pay a monthly plan during the program, or one upfront payment."
    }
  ],
  "glossary": [
    {
      "term": "Agentic QA Engineer",
      "definition": "Also called AI QA Engineer: the next step from the SDET role. An engineer who writes automated tests and uses AI tools to build, test and validate software faster. CYDEO trains this role."
    },
    {
      "term": "SDET",
      "definition": "Software Development Engineer in Test: an engineer who writes automated tests that check whether software works correctly, so bugs are caught before customers see them."
    },
    {
      "term": "Playwright",
      "definition": "An open-source framework for automating a browser and writing end-to-end tests. Both CYDEO programs teach it."
    },
    {
      "term": "Live cohort",
      "definition": "A group of students who start and finish a program together on a schedule, with live classes taught by an instructor, not self-paced videos."
    },
    {
      "term": "Intro class",
      "definition": "A free recorded class at https://cydeo.com/watch/sdet that shows how CYDEO teaches. It opens with a first name and an email address."
    },
    {
      "term": "T1",
      "definition": "The label checkout uses for the monthly payment plan: installments paid during the program."
    }
  ],
  "faq": [
    {
      "q": "Do I need any tech experience?",
      "a": "No. We start from zero. Previous students include stay-at-home parents, retail workers, delivery drivers, restaurant workers, and military veterans. If you can use a computer, you can start this program."
    },
    {
      "q": "What’s the refund policy?",
      "a": "60-day money-back guarantee. Start the program. Do the work. If it’s not the right fit, get a full refund within 60 days. That’s two full months to decide — completely risk-free."
    },
    {
      "q": "How much time do I need per week?",
      "a": "Plan for 15–20 hours per week. Many students work full-time while in the program. You’ll watch pre-recorded lessons during the week at your own pace, then attend a 4-hour live class on Sundays led by Kuzzat. You’ll also need time for assignments and practice."
    },
    {
      "q": "What is an AI QA Engineer? Is that different from an SDET?",
      "a": "An AI QA Engineer is the next evolution of the SDET role. Traditional SDETs write automated tests. AI QA Engineers do that AND use AI tools to build, test, and validate software faster. Companies like Apple, Google, and TikTok are hiring for this role right now — and paying 15–40% more than traditional QA positions. Our program trains you for both: you master traditional SDET skills first, then learn the AI skills that unlock the higher-paying roles."
    },
    {
      "q": "Why not just learn Playwright from YouTube or the official docs?",
      "a": "You can. The Playwright documentation is genuinely excellent, and YouTube has solid free courses. If you’re highly self-disciplined and finish self-paced courses, those are legitimate options. Here’s what the data shows: MIT researchers found a consistent 96% dropout rate across online courses over six years. Udemy’s own data shows 70% of enrolled students never start the course they bought. This program gives you a cohort that starts and finishes together, weekly live sessions with instructor access, and structured deadlines. If you’ve successfully completed self-paced courses before, you may not need this. If you’ve bought courses and not finished them, this program is designed for that pattern."
    },
    {
      "q": "I use Java/Selenium. Will my experience transfer?",
      "a": "More than you’d expect. Locator strategies, page object patterns, assertions, waits, and test architecture all transfer directly. The syntax changes, but the mental model doesn’t. Module 1 covers JavaScript fundamentals specifically for engineers coming from other languages. By Module 2, you’ll notice how Playwright simplifies patterns that required workarounds in Selenium: auto-waiting replaces explicit waits, built-in selectors replace third-party strategies, and the Playwright Inspector provides debugging Selenium doesn’t have. The biggest adjustment is usually async/await — the curriculum addresses this in Week 1."
    },
    {
      "q": "What if I’ve never used TypeScript or JavaScript?",
      "a": "Module 1 is a dedicated JavaScript week for exactly this. You need programming experience in some language (Java, Python, C#). If you’ve written automated tests in any framework, you have the foundation. You start writing Playwright tests in JavaScript, then transition to TypeScript in Module 5. If you’ve never written code in any language, this isn’t the right starting point — consider CYDEO’s SDET program instead."
    },
    {
      "q": "How much time per week? I’m working full-time.",
      "a": "Seven hours per week for six weeks. Watch studio-recorded lessons on your schedule (5–6 hours), then attend one live session per week (1–1.5 hours) for Q&A and code review. Live sessions are recorded if you miss one. Most students fit this into evenings and weekends."
    }
  ],
  "notPublished": [
    "The founding year. It is not confirmed by the founder; do not infer one.",
    "Accreditation or licensing status.",
    "Salaries of CYDEO graduates. The site quotes market medians from the U.S. Bureau of Labor Statistics, not what graduates earn.",
    "Funding, revenue or investors.",
    "Headcount.",
    "How the 60% placement rate is counted — the window, the denominator and the period — until the outcomes page is published."
  ],
  "keyPages": [
    {
      "url": "https://cydeo.com/",
      "title": "Home",
      "what": "The three programs and the free intro class."
    },
    {
      "url": "https://cydeo.com/agentic-qa-sdet",
      "title": "AI QA Automation (SDET)",
      "what": "The career-change program: curriculum, schedule, pricing, FAQ."
    },
    {
      "url": "https://cydeo.com/programs/playwright",
      "title": "Playwright Automation with AI",
      "what": "The 6-week upskill program for working professionals."
    },
    {
      "url": "https://cydeo.com/agentic-qa-professionals",
      "title": "Agentic QA for Professionals",
      "what": "The 4-week upskill cohort for working SDETs."
    },
    {
      "url": "https://cydeo.com/watch/sdet",
      "title": "Free intro class",
      "what": "A recorded intro class; first name and email to open it."
    },
    {
      "url": "https://cydeo.com/apply",
      "title": "Apply",
      "what": "The application form; the enrollment team follows up."
    },
    {
      "url": "https://cydeo.com/support",
      "title": "Support",
      "what": "How to reach CYDEO."
    },
    {
      "url": "https://cydeo.com/wall-of-love",
      "title": "Wall of Love",
      "what": "Graduate reviews CYDEO republishes."
    },
    {
      "url": "https://cydeo.com/bookcast",
      "title": "BookCast",
      "what": "Free books by the founder, read in full."
    },
    {
      "url": "https://cydeo.com/blog",
      "title": "Blog",
      "what": "Career guides and student stories."
    },
    {
      "url": "https://cydeo.com/llm-info",
      "title": "This briefing",
      "what": "One current page for people and AI assistants."
    },
    {
      "url": "https://cydeo.com/llm-info.md",
      "title": "This briefing as markdown",
      "what": "The same text, plain."
    },
    {
      "url": "https://cydeo.com/llm-info.json",
      "title": "This briefing as JSON",
      "what": "Facts, programs, prices and changes, machine-readable."
    }
  ]
}