# Vonage Developer (@VonageDev) on youtube

- id: koinon:creator:youtube_vonagedev
- url: https://koinonlink.com/kol/youtube/VonageDev
- schema_version: 1.4

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

## Reach
- followers: 2710
- posts_observed: 12
- 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: 0.95
- category_source: derived_from_recent_content
- topics: Vonage APIs, SDKs, and Voice/WebRTC/VoIP, AI agents and MCP servers, 5G connectivity and modern communications, Developer events, hackathons, and tech conferences, Security and authentication in comms
- bio: The world's most flexible cloud communications platform. How-to videos to help developers create communications experiences ...

## Audience (inferred)
- status: present
- description: Software developers and engineers building communication features with APIs, especially voice, messaging, AI agents, and related infrastructure
- roles: dev
- seniority: practitioner
- pain_points: Integrating reliable voice, VoIP, and messaging APIs into apps, Handling connectivity issues like poor signals and battery drain, Securing communications against scams, account takeovers, and OTP problems, Quickly prototyping AI agents and MCP server extensions
- 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: 37
- authenticity_basis: profile_shape_only
- credibility_score: 37
- 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
- [youtube_vonagedev#d3559948] Modern Life Needs 5G (Part 1) (https://www.youtube.com/@VonageDev)
- [youtube_vonagedev#cb9d0414] Bad Signal = Dead Battery
- [youtube_vonagedev#9171f02b] I Put an AI Agent in Charge
- [youtube_vonagedev#15b98aa8] How a Text Message Can Prove It's Really From a Company
- [youtube_vonagedev#3170c4c4] Should Your AI Run Inside Your Firewall?
- [youtube_vonagedev#3ed67b1a] PHP Can Build Native iOS and Android Apps
- [youtube_vonagedev#63012dfc] Extend the Vonage MCP Server With Your Own Tools
- [youtube_vonagedev#fa3d5f0d] Running Into Friends at AI Talks NYC

## 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=85, 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=85, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=89, 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=85, 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=89, 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=89, method=platform_profile

## Freshness
- profile_checked_days_ago: 89
- content_analysed_days_ago: 85
- audience_updated_days_ago: 79

## AI retrieval
- indexing_requests: 8
- 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_vonagedev
- Request removal: https://koinonlink.com/claim?k=youtube_vonagedev
- Terms: https://koinonlink.com/for-ai