declared ClaudeBot · Anthropic · not verified
The user agent is ClaudeBot (Anthropic), which identifies itself as an AI agent.
Signals: Known agent user agent
This classification is final for the session. The human pages are not served to agents.
{
"company": {
"slug": "cyshield",
"name_en": "CyShield",
"name_ar": "سايشيلد",
"kind": "local",
"tier": 2,
"question_count": 21,
"last_reported_at": "2026-11-01T22:54:21.491188Z",
"url": "https://www.mokabla.com/en/c/cyshield",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/cyshield",
"questions": "https://www.mokabla.com/agent/_call/list_questions?company=cyshield",
"company": "https://www.mokabla.com/agent/_call/get_company?company=cyshield"
},
"website": "https://cyshield.com",
"facets": {
"domain": [
{
"slug": "ml",
"name_en": "Machine Learning",
"name_ar": "تعلم الآلة",
"kind": "domain",
"count": 8
},
{
"slug": "fundamentals",
"name_en": "CS Fundamentals",
"name_ar": "أساسيات كمبيوتر ساينس",
"kind": "domain",
"count": 3
},
{
"slug": "coding",
"name_en": "Coding",
"name_ar": "برمجة",
"kind": "domain",
"count": 2
},
{
"slug": "behavioral",
"name_en": "Behavioral",
"name_ar": "أسئلة سلوكية",
"kind": "domain",
"count": 2
},
{
"slug": "frontend",
"name_en": "Frontend",
"name_ar": "واجهات أمامية",
"kind": "domain",
"count": 2
},
{
"slug": "security",
"name_en": "Security",
"name_ar": "أمن المعلومات",
"kind": "domain",
"count": 2
},
{
"slug": "sql",
"name_en": "SQL",
"name_ar": "SQL وقواعد البيانات",
"kind": "domain",
"count": 1
},
{
"slug": "mobile",
"name_en": "Mobile",
"name_ar": "تطبيقات موبايل",
"kind": "domain",
"count": 1
},
{
"slug": "data",
"name_en": "Data",
"name_ar": "بيانات",
"kind": "domain",
"count": 1
},
{
"slug": "oop-design",
"name_en": "OOP Design",
"name_ar": "التصميم الكائني",
"kind": "domain",
"count": 1
},
{
"slug": "networking",
"name_en": "Networking",
"name_ar": "شبكات",
"kind": "domain",
"count": 1
},
{
"slug": "product",
"name_en": "Product",
"name_ar": "برودكت",
"kind": "domain",
"count": 1
}
],
"stage": [
{
"slug": "technical",
"name_en": "Technical Interview",
"name_ar": "انترفيو تقني",
"kind": "stage",
"count": 14
},
{
"slug": "onsite",
"name_en": "Onsite",
"name_ar": "انترفيو في المقر",
"kind": "stage",
"count": 2
},
{
"slug": "take-home",
"name_en": "Take-home Task",
"name_ar": "تاسك في البيت",
"kind": "stage",
"count": 2
},
{
"slug": "phone",
"name_en": "Phone Screen",
"name_ar": "مكالمة هاتفية",
"kind": "stage",
"count": 1
},
{
"slug": "hr",
"name_en": "HR Interview",
"name_ar": "انترفيو HR",
"kind": "stage",
"count": 1
},
{
"slug": "final",
"name_en": "Final Round",
"name_ar": "الانترفيو النهائي",
"kind": "stage",
"count": 1
}
],
"role": [
{
"slug": "role-ml",
"name_en": "ML Engineer",
"name_ar": "مهندس تعلم آلة",
"kind": "role",
"count": 8
},
{
"slug": "swe",
"name_en": "Software Engineer",
"name_ar": "مهندس برمجيات",
"kind": "role",
"count": 2
},
{
"slug": "backend",
"name_en": "Backend Engineer",
"name_ar": "مهندس باك إند",
"kind": "role",
"count": 2
},
{
"slug": "role-frontend",
"name_en": "Frontend Engineer",
"name_ar": "مهندس فرونت إند",
"kind": "role",
"count": 2
},
{
"slug": "data-eng",
"name_en": "Data Engineer",
"name_ar": "مهندس بيانات",
"kind": "role",
"count": 2
},
{
"slug": "data-sci",
"name_en": "Data Scientist",
"name_ar": "عالم بيانات",
"kind": "role",
"count": 2
},
{
"slug": "role-mobile",
"name_en": "Mobile Engineer",
"name_ar": "مهندس موبايل",
"kind": "role",
"count": 1
},
{
"slug": "qa",
"name_en": "QA Engineer",
"name_ar": "مهندس اختبار",
"kind": "role",
"count": 1
},
{
"slug": "product-manager",
"name_en": "Product Manager",
"name_ar": "برودكت مانجر",
"kind": "role",
"count": 1
}
]
}
},
"questions": [
{
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"data-sci",
"role-ml"
],
"is_free": false,
"locked": true,
"frequency": 1,
"last_reported_at": "2026-07-01T18:48:59.275300Z",
"url": "https://www.mokabla.com/en/c/cyshield/classical-ml-screening",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/cyshield/classical-ml-screening",
"question": "https://www.mokabla.com/agent/_call/get_question?company=cyshield&question=classical-ml-screening"
}
},
{
"slug": "lora-and-llm-evaluation",
"title": "LoRA, Full Fine Tuning and LLM Metrics",
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"technical",
"role-ml"
],
"is_free": false,
"locked": true,
"frequency": 0.833,
"last_reported_at": "2026-11-01T22:54:21.491188Z",
"url": "https://www.mokabla.com/en/c/cyshield/lora-and-llm-evaluation",
"agent": {
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"question": "https://www.mokabla.com/agent/_call/get_question?company=cyshield&question=lora-and-llm-evaluation"
}
},
{
"slug": "hr-call-and-first-three-months",
"title": "The HR Call and Your First Three Months",
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"tags": [
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"hr"
],
"is_free": false,
"locked": true,
"frequency": 0.833,
"last_reported_at": "2026-09-20T16:49:06.616776Z",
"url": "https://www.mokabla.com/en/c/cyshield/hr-call-and-first-three-months",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/cyshield/hr-call-and-first-three-months",
"question": "https://www.mokabla.com/agent/_call/get_question?company=cyshield&question=hr-call-and-first-three-months"
}
},
{
"slug": "transformer-attention-and-qkv",
"title": "Transformer Attention: Q, K and V",
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"tags": [
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"technical",
"role-ml"
],
"is_free": true,
"locked": false,
"frequency": 0.667,
"last_reported_at": "2026-09-12T20:48:54.370147Z",
"url": "https://www.mokabla.com/en/c/cyshield/transformer-attention-and-qkv",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/cyshield/transformer-attention-and-qkv",
"question": "https://www.mokabla.com/agent/_call/get_question?company=cyshield&question=transformer-attention-and-qkv"
}
},
{
"slug": "ai-assessment-and-review-interview",
"title": "AI Assessment and the Review Interview",
"difficulty": "medium",
"tags": [
"ml",
"role-ml",
"take-home"
],
"is_free": true,
"locked": false,
"frequency": 0.667,
"last_reported_at": "2026-09-04T22:48:57.178067Z",
"url": "https://www.mokabla.com/en/c/cyshield/ai-assessment-and-review-interview",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/cyshield/ai-assessment-and-review-interview",
"question": "https://www.mokabla.com/agent/_call/get_question?company=cyshield&question=ai-assessment-and-review-interview"
}
},
{
"slug": "rag-evaluation-chunking-and-tokenization",
"title": "RAG Evaluation, Chunking and Tokenization",
"difficulty": "hard",
"tags": [
"ml",
"technical",
"role-ml"
],
"is_free": false,
"locked": true,
"frequency": 0.5,
"last_reported_at": "2026-09-20T17:48:56.475744Z",
"url": "https://www.mokabla.com/en/c/cyshield/rag-evaluation-chunking-and-tokenization",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/cyshield/rag-evaluation-chunking-and-tokenization",
"question": "https://www.mokabla.com/agent/_call/get_question?company=cyshield&question=rag-evaluation-chunking-and-tokenization"
}
},
{
"slug": "forecasting-task-and-recommenders",
"title": "Forecasting Task and Recommender Systems",
"difficulty": "medium",
"tags": [
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"data-sci",
"role-ml",
"take-home"
],
"is_free": false,
"locked": true,
"frequency": 0.5,
"last_reported_at": "2026-08-21T16:49:00.063833Z",
"url": "https://www.mokabla.com/en/c/cyshield/forecasting-task-and-recommenders",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/cyshield/forecasting-task-and-recommenders",
"question": "https://www.mokabla.com/agent/_call/get_question?company=cyshield&question=forecasting-task-and-recommenders"
}
},
{
"slug": "senior-backend-knowledge-check",
"title": "Senior Backend Knowledge Check",
"difficulty": "hard",
"tags": [
"oop-design",
"technical",
"backend",
"fundamentals"
],
"is_free": false,
"locked": true,
"frequency": 0.5,
"last_reported_at": "2026-07-28T21:49:00.821052Z",
"url": "https://www.mokabla.com/en/c/cyshield/senior-backend-knowledge-check",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/cyshield/senior-backend-knowledge-check",
"question": "https://www.mokabla.com/agent/_call/get_question?company=cyshield&question=senior-backend-knowledge-check"
}
},
{
"slug": "two-easy-problems-one-with-maths",
"title": "Two Easy Problems, One With Maths",
"difficulty": "easy",
"tags": [
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"technical",
"swe",
"backend"
],
"is_free": false,
"locked": true,
"frequency": 0.5,
"last_reported_at": "2026-07-19T15:49:01.537642Z",
"url": "https://www.mokabla.com/en/c/cyshield/two-easy-problems-one-with-maths",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/cyshield/two-easy-problems-one-with-maths",
"question": "https://www.mokabla.com/agent/_call/get_question?company=cyshield&question=two-easy-problems-one-with-maths"
}
},
{
"slug": "javascript-output-and-closures",
"title": "JavaScript Output Snippets and Closures",
"difficulty": "medium",
"tags": [
"coding",
"frontend",
"technical",
"role-frontend"
],
"is_free": false,
"locked": true,
"frequency": 0.5,
"last_reported_at": "2026-06-26T18:49:03.013530Z",
"url": "https://www.mokabla.com/en/c/cyshield/javascript-output-and-closures",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/cyshield/javascript-output-and-closures",
"question": "https://www.mokabla.com/agent/_call/get_question?company=cyshield&question=javascript-output-and-closures"
}
},
{
"slug": "low-resource-speech-and-llm-from-scratch",
"title": "Low Resource Speech and Building an LLM",
"difficulty": "hard",
"tags": [
"ml",
"onsite",
"role-ml"
],
"is_free": false,
"locked": true,
"frequency": 0.5,
"last_reported_at": "2026-03-10T11:48:58.653890Z",
"url": "https://www.mokabla.com/en/c/cyshield/low-resource-speech-and-llm-from-scratch",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/cyshield/low-resource-speech-and-llm-from-scratch",
"question": "https://www.mokabla.com/agent/_call/get_question?company=cyshield&question=low-resource-speech-and-llm-from-scratch"
}
},
{
"slug": "object-detection-and-cnn-backbones",
"title": "YOLO, Faster R-CNN and CNN Backbones",
"difficulty": "medium",
"tags": [
"ml",
"technical",
"role-ml"
],
"is_free": false,
"locked": true,
"frequency": 0.5,
"last_reported_at": "2026-01-27T21:48:57.924336Z",
"url": "https://www.mokabla.com/en/c/cyshield/object-detection-and-cnn-backbones",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/cyshield/object-detection-and-cnn-backbones",
"question": "https://www.mokabla.com/agent/_call/get_question?company=cyshield&question=object-detection-and-cnn-backbones"
}
},
{
"slug": "git-fetch-versus-pull-and-indexes",
"title": "git pull vs git fetch, and Indexed Tables",
"difficulty": "easy",
"tags": [
"technical",
"swe",
"fundamentals"
],
"is_free": false,
"locked": true,
"frequency": 0.5,
"last_reported_at": "2025-12-23T20:49:02.428977Z",
"url": "https://www.mokabla.com/en/c/cyshield/git-fetch-versus-pull-and-indexes",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/cyshield/git-fetch-versus-pull-and-indexes",
"question": "https://www.mokabla.com/agent/_call/get_question?company=cyshield&question=git-fetch-versus-pull-and-indexes"
}
},
{
"slug": "find-the-duplicate-rows",
"title": "Find the Duplicate Rows",
"difficulty": "easy",
"tags": [
"sql",
"technical",
"data-eng"
],
"is_free": false,
"locked": true,
"frequency": 0.5,
"last_reported_at": "2025-11-28T12:49:08.788606Z",
"url": "https://www.mokabla.com/en/c/cyshield/find-the-duplicate-rows",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/cyshield/find-the-duplicate-rows",
"question": "https://www.mokabla.com/agent/_call/get_question?company=cyshield&question=find-the-duplicate-rows"
}
},
{
"slug": "security-tool-you-have-used",
"title": "A Security Tool You Have Actually Used",
"difficulty": "medium",
"tags": [
"security",
"phone"
],
"is_free": false,
"locked": true,
"frequency": 0.5,
"last_reported_at": "2025-04-04T11:49:05.883314Z",
"url": "https://www.mokabla.com/en/c/cyshield/security-tool-you-have-used",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/cyshield/security-tool-you-have-used",
"question": "https://www.mokabla.com/agent/_call/get_question?company=cyshield&question=security-tool-you-have-used"
}
},
{
"slug": "soc-analyst-osi-and-controls",
"title": "SOC Analyst: OSI vs TCP/IP and Security Controls",
"difficulty": "medium",
"tags": [
"networking",
"security",
"technical"
],
"is_free": false,
"locked": true,
"frequency": 0.5,
"last_reported_at": "2023-10-25T14:49:05.159856Z",
"url": "https://www.mokabla.com/en/c/cyshield/soc-analyst-osi-and-controls",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/cyshield/soc-analyst-osi-and-controls",
"question": "https://www.mokabla.com/agent/_call/get_question?company=cyshield&question=soc-analyst-osi-and-controls"
}
},
{
"slug": "on-prem-big-data-stack",
"title": "On Prem Big Data: Hadoop, Spark, Kafka, Trino, NiFi",
"difficulty": "hard",
"tags": [
"data",
"technical",
"data-eng"
],
"is_free": false,
"locked": true,
"frequency": 0.333,
"last_reported_at": "2026-05-27T22:49:08.073018Z",
"url": "https://www.mokabla.com/en/c/cyshield/on-prem-big-data-stack",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/cyshield/on-prem-big-data-stack",
"question": "https://www.mokabla.com/agent/_call/get_question?company=cyshield&question=on-prem-big-data-stack"
}
},
{
"slug": "html-css-and-angular-round",
"title": "HTML, CSS and Angular in 75 Minutes",
"difficulty": "medium",
"tags": [
"frontend",
"technical",
"role-frontend"
],
"is_free": false,
"locked": true,
"frequency": 0.333,
"last_reported_at": "2026-03-14T17:49:03.922445Z",
"url": "https://www.mokabla.com/en/c/cyshield/html-css-and-angular-round",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/cyshield/html-css-and-angular-round",
"question": "https://www.mokabla.com/agent/_call/get_question?company=cyshield&question=html-css-and-angular-round"
}
},
{
"slug": "api-performance-and-web-automation",
"title": "API, Performance and Web Automation Testing",
"difficulty": "medium",
"tags": [
"technical",
"qa",
"fundamentals"
],
"is_free": false,
"locked": true,
"frequency": 0.333,
"last_reported_at": "2026-03-04T08:49:09.521261Z",
"url": "https://www.mokabla.com/en/c/cyshield/api-performance-and-web-automation",
"agent": {
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"question": "https://www.mokabla.com/agent/_call/get_question?company=cyshield&question=api-performance-and-web-automation"
}
},
{
"slug": "android-live-coding-kotlin",
"title": "Android Live Coding: Kotlin, jar vs aar",
"difficulty": "hard",
"tags": [
"mobile",
"onsite",
"role-mobile"
],
"is_free": false,
"locked": true,
"frequency": 0.333,
"last_reported_at": "2025-12-20T14:49:04.599332Z",
"url": "https://www.mokabla.com/en/c/cyshield/android-live-coding-kotlin",
"agent": {
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"question": "https://www.mokabla.com/agent/_call/get_question?company=cyshield&question=android-live-coding-kotlin"
}
},
{
"slug": "pm-project-deep-dive",
"title": "Product Manager: Your Projects, In Detail",
"difficulty": "medium",
"tags": [
"behavioral",
"final",
"product",
"product-manager"
],
"is_free": false,
"locked": true,
"frequency": 0.333,
"last_reported_at": "2025-11-12T11:49:07.472469Z",
"url": "https://www.mokabla.com/en/c/cyshield/pm-project-deep-dive",
"agent": {
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"question": "https://www.mokabla.com/agent/_call/get_question?company=cyshield&question=pm-project-deep-dive"
}
}
],
"total_questions": 21,
"access": "Question bodies are paid content: a person buys 30 days of access per company (200 EGP or 200 points) in the human app. Agents get titles, tags and difficulty; bodies only for free questions."
}
| action | input | permission | |
|---|---|---|---|
| list_questions The questions reported at a company: titles, tags, difficulty, whether each is free or paid. | company: string, page: number? | Allowed | call → |
| get_question One question with its body. Bodies are paid content unless the question is free. | company: string, question: string | Allowed | needs question · pick one under Navigate |
| get_company One company: names, kind, tier, counts, facets. | company: string | Allowed | call → |
| buy_access Buy 30 days of access to a company. | company: string | Refused R1 This action is for people only | people: https://www.mokabla.com/en/pricing |
| submit_question Report a question you were asked in an interview. | company: string, title: string | Refused R1 This action is for people only | people: https://www.mokabla.com/en/contribute/new |
Allowed actions answer in JSON. Add ?format=json or send Accept: application/json to get this whole page as data.