# AI Coding (@aicoding2010) on youtube

- id: koinon:creator:youtube_aicoding2010
- url: https://koinonlink.com/kol/youtube/aicoding2010
- schema_version: 1.4

## Identity
- platform: youtube
- handle: aicoding2010
- platform_url: https://www.youtube.com/@aicoding2010
- country: Vietnam
- entity_type: creator
- person_id: koinon:person:youtube_aicoding2010

## Reach
- followers: 9140
- posts_observed: 72
- 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: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: AI coding với Claude, Cursor và các LLM, Xây dựng AI Agents và workflow tự động, Học Python/C++ từ cơ bản đến nâng cao, Prompt engineering và công cụ hỗ trợ, Các repo/tool AI mới từ Microsoft, Google, OpenAI, Khóa học và repo cá nhân của AI Coding
- bio: Cảm ơn bạn đã ghé thăm AI Coding. Mình là Senior AI Engineer và mình thích chia sẻ kiến thức, kinh nghiệm cũng như trải ...

## Audience (inferred)
- status: present
- description: AI developers, engineers and self-learners who build or want to build AI agents, tools and coding workflows
- roles: dev
- seniority: practitioner
- pain_points: Chọn model AI phù hợp mà không tốn thời gian và tiền bạc, Hiểu và làm việc với codebase lớn khi dùng AI coding, Xây dựng AI agent tự động hóa chạy local hoặc low-cost, Tìm prompt tốt, tool/repo miễn phí và cập nhật nhanh về LLM
- posts_analysed: 48
- 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: 43
- authenticity_basis: profile_shape_only
- credibility_score: 43
- 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.

## 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=79, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=79, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=79, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=19, 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=19, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=46, 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=19, 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=46, 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=46, method=platform_profile

## Freshness
- profile_checked_days_ago: 46
- content_analysed_days_ago: 19
- audience_updated_days_ago: 79

## AI retrieval
- indexing_requests: 10
- 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=youtube_aicoding2010
- Request removal: https://koinonlink.com/claim?k=youtube_aicoding2010
- Terms: https://koinonlink.com/for-ai