# Webend (@webend_) on tiktok

- id: koinon:creator:tiktok_webend_
- url: https://koinonlink.com/kol/tiktok/webend_
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: webend_
- platform_url: https://www.tiktok.com/@webend_
- country: Argentina
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2239
- posts_observed: 2
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: devtools
- category_confidence: 0.93
- category_source: derived_from_recent_content
- topics: Conceptos básicos de desarrollo web (CRUD, API, endpoints), Frontend (CSS Grid/Flexbox, JavaScript, frameworks), Backend y bases de datos (SQL/NoSQL, Docker), Herramientas y extensiones para VS Code y terminal, Seguridad web y buenas prácticas, Consejos para juniors y retos de código
- bio: 💻 Programación simple y real
🧠 Web, código y mentalidad dev

## Audience (inferred)
- status: present
- description: Junior web developers and Spanish-speaking programming students learning or practicing frontend, backend, and basic tools
- roles: dev
- seniority: learner
- pain_points: Choosing the right tech stack for a project, Understanding and avoiding vulnerabilities like XSS and SQL injection, Finding and mastering useful tools (VS Code extensions, Docker, terminal), Troubleshooting code errors and improving debugging skills
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 36
- authenticity_basis: profile_shape_only
- credibility_score: 36
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [tiktok_webend_#1c39e471] Los programadores un viernes 👀 #webdevelopers #programadores #developer #programmer #codinglife #softwareengineer #webdevelopment #webend (https://www.tiktok.com/@webend_)
- [tiktok_webend_#9aec4ecd] original sound - webend_
- [tiktok_webend_#93fe04eb] It is a becoming a big trend on TikTok now! Click here: webdevelopers
- [tiktok_webend_#7065bb2a] Check out Webend’s video! #TikTok >
- [tiktok_webend_#2691e9e7] Extensiones para programar en VS Code ⏳#webdevelopers #webdevelopment #programadores #coding #visualstudiocode #codetips #devtools #webend
- [tiktok_webend_#8d1d7088] Conceptos del desarrollo web 💻#programacion #webdeveloper #webdevelopment #programming #developer #coding #softwareengineer #programmer #framework #frontend #backend
- [tiktok_webend_#1007edd4] ¿Java sigue vigente en 2026? 🤔 #java #backend #coding #devtips #webdeveloper #programacion #juniordeveloper #webend
- [tiktok_webend_#ea39f09b] ¿Qué es el Cross Site Scripting (XSS)? 🥷🏼 #ciberseguridad #seguridaddigital #xss #devtips #

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=57, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=57, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=87, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=57, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=87, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=87, method=platform_profile

## Freshness
- profile_checked_days_ago: 87
- content_analysed_days_ago: 57
- audience_updated_days_ago: 57

## AI retrieval
- indexing_requests: 7
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=tiktok_webend_
- Request removal: https://koinonlink.com/claim?k=tiktok_webend_
- Terms: https://koinonlink.com/for-ai