# Clever Programmer (@CleverProgrammer) on youtube

- id: koinon:creator:youtube_cleverprogrammer
- url: https://koinonlink.com/kol/youtube/CleverProgrammer
- schema_version: 1.4

## Identity
- platform: youtube
- handle: CleverProgrammer
- platform_url: https://www.youtube.com/@CleverProgrammer
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1290000
- posts_observed: 1
- verified: false
- size_tier: kol

## 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: Self-taught developer career paths, Building and monetizing AI SaaS products, AI tools and productivity hacks for coding, Daily coding habits and mindset advice, React, web development updates, and job market realities
- bio: You can find awesome programming lessons here! Also, expect programming tips and tricks that will take your coding skills to the ...

## Audience (inferred)
- status: present
- description: Aspiring and junior software developers, mostly self-taught beginners and career switchers focused on landing jobs, building side projects, and monetizing skills with AI
- roles: dev
- seniority: learner
- pain_points: Struggling to get hired as a software developer without a degree or experience, Not knowing which skills, languages, or frameworks to prioritize in 2024, Low confidence and motivation when learning to code consistently, Uncertainty about whether AI will replace programmers and how to adapt
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- flagged_for_review: false
- koinon_bd_grade: B — 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
- [youtube_cleverprogrammer#c7110b60] STOP watching coding tutorials ❌  Do this instead. (https://www.youtube.com/@CleverProgrammer)
- [youtube_cleverprogrammer#27b349bf] Full Stack Developer Guide 2024
- [youtube_cleverprogrammer#bd467f9a] Day 9 of building an AI SaaS to $10k/mo
- [youtube_cleverprogrammer#3d7c1fa6] Day 8 of building an AI SaaS to $10k/mo
- [youtube_cleverprogrammer#dcc903bb] Day 7 of building an AI SaaS to $10k/mo
- [youtube_cleverprogrammer#6149500d] Day 6 of building an AI SaaS to $10k/mo
- [youtube_cleverprogrammer#43b1d931] Day 4 of building an AI SaaS to $10k mo
- [youtube_cleverprogrammer#81213855] Day 2 of building an AI SaaS to $10k/mo

## 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=56, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=56, 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=56, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=56, 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=56, 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=56, 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=56, method=platform_profile

## Freshness
- profile_checked_days_ago: 56
- content_analysed_days_ago: 56
- audience_updated_days_ago: 56

## AI retrieval
- indexing_requests: 14
- 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_cleverprogrammer
- Request removal: https://koinonlink.com/claim?k=youtube_cleverprogrammer
- Terms: https://koinonlink.com/for-ai