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": "telecom-egypt",
"name_en": "Telecom Egypt (WE)",
"name_ar": "المصرية للاتصالات",
"kind": "local",
"tier": 2,
"question_count": 11,
"last_reported_at": "2026-09-16T20:39:11.357640Z",
"url": "https://www.mokabla.com/en/c/telecom-egypt",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/telecom-egypt",
"questions": "https://www.mokabla.com/agent/_call/list_questions?company=telecom-egypt",
"company": "https://www.mokabla.com/agent/_call/get_company?company=telecom-egypt"
},
"website": "https://te.eg",
"facets": {
"domain": [
{
"slug": "ml",
"name_en": "Machine Learning",
"name_ar": "تعلم الآلة",
"kind": "domain",
"count": 5
},
{
"slug": "data",
"name_en": "Data",
"name_ar": "بيانات",
"kind": "domain",
"count": 4
},
{
"slug": "sql",
"name_en": "SQL",
"name_ar": "SQL وقواعد البيانات",
"kind": "domain",
"count": 2
},
{
"slug": "behavioral",
"name_en": "Behavioral",
"name_ar": "أسئلة سلوكية",
"kind": "domain",
"count": 2
},
{
"slug": "networking",
"name_en": "Networking",
"name_ar": "شبكات",
"kind": "domain",
"count": 2
},
{
"slug": "fundamentals",
"name_en": "CS Fundamentals",
"name_ar": "أساسيات كمبيوتر ساينس",
"kind": "domain",
"count": 2
},
{
"slug": "coding",
"name_en": "Coding",
"name_ar": "برمجة",
"kind": "domain",
"count": 1
},
{
"slug": "devops",
"name_en": "DevOps",
"name_ar": "DevOps وبنية تحتية",
"kind": "domain",
"count": 1
},
{
"slug": "business",
"name_en": "Business & Ops",
"name_ar": "بيزنس وأوبريشنز",
"kind": "domain",
"count": 1
},
{
"slug": "aptitude",
"name_en": "Aptitude & IQ",
"name_ar": "أبتيتيود و IQ",
"kind": "domain",
"count": 1
}
],
"stage": [
{
"slug": "technical",
"name_en": "Technical Interview",
"name_ar": "انترفيو تقني",
"kind": "stage",
"count": 4
},
{
"slug": "take-home",
"name_en": "Take-home Task",
"name_ar": "تاسك في البيت",
"kind": "stage",
"count": 3
},
{
"slug": "oa",
"name_en": "Online Assessment",
"name_ar": "اختبار أونلاين",
"kind": "stage",
"count": 1
},
{
"slug": "onsite",
"name_en": "Onsite",
"name_ar": "انترفيو في المقر",
"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": "data-sci",
"name_en": "Data Scientist",
"name_ar": "عالم بيانات",
"kind": "role",
"count": 3
},
{
"slug": "swe",
"name_en": "Software Engineer",
"name_ar": "مهندس برمجيات",
"kind": "role",
"count": 2
},
{
"slug": "intern",
"name_en": "Intern",
"name_ar": "متدرب",
"kind": "role",
"count": 2
},
{
"slug": "backend",
"name_en": "Backend Engineer",
"name_ar": "مهندس باك إند",
"kind": "role",
"count": 2
},
{
"slug": "role-ml",
"name_en": "ML Engineer",
"name_ar": "مهندس تعلم آلة",
"kind": "role",
"count": 2
},
{
"slug": "data-eng",
"name_en": "Data Engineer",
"name_ar": "مهندس بيانات",
"kind": "role",
"count": 1
},
{
"slug": "general",
"name_en": "Associate / General",
"name_ar": "أسوشييت وأدوار عامة",
"kind": "role",
"count": 1
}
]
}
},
"questions": [
{
"slug": "intelligent-assistant-rag-case-study",
"title": "Intelligent Assistant RAG Case Study",
"difficulty": "hard",
"tags": [
"data",
"ml",
"role-ml",
"take-home"
],
"is_free": false,
"locked": true,
"frequency": 1,
"last_reported_at": "2026-09-01T17:39:10.559648Z",
"url": "https://www.mokabla.com/en/c/telecom-egypt/intelligent-assistant-rag-case-study",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/telecom-egypt/intelligent-assistant-rag-case-study",
"question": "https://www.mokabla.com/agent/_call/get_question?company=telecom-egypt&question=intelligent-assistant-rag-case-study"
}
},
{
"slug": "ml-and-data-technical-basics",
"title": "ML and Data Technical Basics",
"difficulty": "easy",
"tags": [
"data",
"ml",
"technical",
"intern",
"data-sci",
"role-ml"
],
"is_free": false,
"locked": true,
"frequency": 0.667,
"last_reported_at": "2026-08-20T18:39:11.701513Z",
"url": "https://www.mokabla.com/en/c/telecom-egypt/ml-and-data-technical-basics",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/telecom-egypt/ml-and-data-technical-basics",
"question": "https://www.mokabla.com/agent/_call/get_question?company=telecom-egypt&question=ml-and-data-technical-basics"
}
},
{
"slug": "data-ai-program-project-series",
"title": "Data and AI Program Project Series",
"difficulty": "medium",
"tags": [
"data",
"ml",
"intern",
"data-sci",
"take-home"
],
"is_free": false,
"locked": true,
"frequency": 0.667,
"last_reported_at": "2026-08-09T15:39:11.110301Z",
"url": "https://www.mokabla.com/en/c/telecom-egypt/data-ai-program-project-series",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/telecom-egypt/data-ai-program-project-series",
"question": "https://www.mokabla.com/agent/_call/get_question?company=telecom-egypt&question=data-ai-program-project-series"
}
},
{
"slug": "department-committee-interview",
"title": "Department Committee Interview",
"difficulty": "easy",
"tags": [
"behavioral",
"final",
"general"
],
"is_free": false,
"locked": true,
"frequency": 0.667,
"last_reported_at": "2026-02-13T15:39:11.977120Z",
"url": "https://www.mokabla.com/en/c/telecom-egypt/department-committee-interview",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/telecom-egypt/department-committee-interview",
"question": "https://www.mokabla.com/agent/_call/get_question?company=telecom-egypt&question=department-committee-interview"
}
},
{
"slug": "vas-engineer-network-scenarios",
"title": "VAS Engineer Network Scenarios",
"difficulty": "medium",
"tags": [
"devops",
"networking",
"technical"
],
"is_free": false,
"locked": true,
"frequency": 0.333,
"last_reported_at": "2026-09-16T20:39:11.357640Z",
"url": "https://www.mokabla.com/en/c/telecom-egypt/vas-engineer-network-scenarios",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/telecom-egypt/vas-engineer-network-scenarios",
"question": "https://www.mokabla.com/agent/_call/get_question?company=telecom-egypt&question=vas-engineer-network-scenarios"
}
},
{
"slug": "salesforce-developer-delivery-interview",
"title": "Salesforce Developer Delivery Interview",
"difficulty": "medium",
"tags": [
"technical",
"swe",
"fundamentals",
"business"
],
"is_free": false,
"locked": true,
"frequency": 0.333,
"last_reported_at": "2026-06-27T16:39:12.237296Z",
"url": "https://www.mokabla.com/en/c/telecom-egypt/salesforce-developer-delivery-interview",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/telecom-egypt/salesforce-developer-delivery-interview",
"question": "https://www.mokabla.com/agent/_call/get_question?company=telecom-egypt&question=salesforce-developer-delivery-interview"
}
},
{
"slug": "bi-practical-assessment",
"title": "BI Practical Assessment",
"difficulty": "hard",
"tags": [
"sql",
"data",
"ml",
"data-eng",
"take-home"
],
"is_free": false,
"locked": true,
"frequency": 0.333,
"last_reported_at": "2025-05-21T12:39:10.063696Z",
"url": "https://www.mokabla.com/en/c/telecom-egypt/bi-practical-assessment",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/telecom-egypt/bi-practical-assessment",
"question": "https://www.mokabla.com/agent/_call/get_question?company=telecom-egypt&question=bi-practical-assessment"
}
},
{
"slug": "hr-salary-expectations",
"title": "HR Interview",
"difficulty": "easy",
"tags": [
"behavioral",
"hr",
"swe",
"backend"
],
"is_free": true,
"locked": false,
"frequency": 0.333,
"last_reported_at": "2025-03-05T11:14:14.875738Z",
"url": "https://www.mokabla.com/en/c/telecom-egypt/hr-salary-expectations",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/telecom-egypt/hr-salary-expectations",
"question": "https://www.mokabla.com/agent/_call/get_question?company=telecom-egypt&question=hr-salary-expectations"
}
},
{
"slug": "dotnet-written-exam",
"title": ".NET Developer Written Exam",
"difficulty": "medium",
"tags": [
"coding",
"sql",
"oa",
"backend",
"fundamentals"
],
"is_free": true,
"locked": false,
"frequency": 0.333,
"last_reported_at": "2025-03-03T15:14:14.239440Z",
"url": "https://www.mokabla.com/en/c/telecom-egypt/dotnet-written-exam",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/telecom-egypt/dotnet-written-exam",
"question": "https://www.mokabla.com/agent/_call/get_question?company=telecom-egypt&question=dotnet-written-exam"
}
},
{
"slug": "communication-engineer-screening",
"title": "Communication Engineer Screening",
"difficulty": "medium",
"tags": [
"networking",
"technical",
"aptitude"
],
"is_free": false,
"locked": true,
"frequency": 0.333,
"last_reported_at": "2025-02-10T19:14:15.436948Z",
"url": "https://www.mokabla.com/en/c/telecom-egypt/communication-engineer-screening",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/telecom-egypt/communication-engineer-screening",
"question": "https://www.mokabla.com/agent/_call/get_question?company=telecom-egypt&question=communication-engineer-screening"
}
},
{
"slug": "transformers",
"title": "Transformers",
"difficulty": "easy",
"tags": [
"ml",
"onsite",
"data-sci"
],
"is_free": false,
"locked": true,
"frequency": 0,
"last_reported_at": null,
"url": "https://www.mokabla.com/en/c/telecom-egypt/transformers",
"agent": {
"page": "https://www.mokabla.com/agent/en/c/telecom-egypt/transformers",
"question": "https://www.mokabla.com/agent/_call/get_question?company=telecom-egypt&question=transformers"
}
}
],
"total_questions": 11,
"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.