# Zachary Powell🥑 (@devwithzachary) on tiktok

- id: koinon:creator:tiktok_devwithzachary
- url: https://koinonlink.com/kol/tiktok/devwithzachary
- schema_version: 1.4

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

## Reach
- followers: 4266
- following: 703
- posts_observed: 25
- 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: gaming
- subcategory: mobile
- category_confidence: 0.75
- category_source: derived_from_recent_content
- topics: Linux on Android app and updates, Linux vs Termux comparisons and use cases, Retro tech unboxings and restorations, Retro gaming nostalgia and emulation, Running servers and advanced setups on Android

## Audience (inferred)
- status: present
- description: Android tinkerers, Linux enthusiasts, and retro tech/gaming hobbyists interested in running full Linux distros on phones and nostalgia hardware
- roles: dev
- seniority: practitioner
- pain_points: Difficulty installing and configuring full Linux environments on Android beyond basic Termux, Lack of easy tools for running servers or apps like Minecraft Java on mobile, Sourcing, repairing, and using obscure or outdated retro devices and hardware, Missing pre-compiled binaries and F-Droid compatibility for proot-based tools
- posts_analysed: 40
- 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
- [tiktok_devwithzachary#299bd2d9] MineServe is officially live on the Google Play Store! 🎉📱  To celebrate and stress-test the app, I’m running a public Java Anarchy server directly off my Fairphone Gen 6 Plus. Come join at mineserve.playit.plus (Minecraft v26.2, no rules!).  Download the app on Google Play or c (https://www.tiktok.com/@devwithzachary)
- [tiktok_devwithzachary#f9dc5db3] original sound - devwithzachary
- [tiktok_devwithzachary#6296e2ab] Explore your own unique world, survive the night, and create anything you can imagine!
- [tiktok_devwithzachary#bcb7bbed] It is a becoming a big trend on TikTok now! Click here: minecraft
- [tiktok_devwithzachary#ef9feabf] Check out Zachary Powell🥑’s video! #TikTok >
- [tiktok_devwithzachary#6b7e645e] Search:
- [tiktok_devwithzachary#837f3105] app to join server minecraft
- [tiktok_devwithzachary#fd96e42e] Huge updates for Complete Linux Installer (v1.3 & v1.4)! 🐧📱 You can now keep Linux running in the background with persistent foreground services,

## 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=70, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=70, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=70, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=49, 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=49, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=52, 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=49, 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=52, 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=52, method=platform_profile

## Freshness
- profile_checked_days_ago: 52
- content_analysed_days_ago: 49
- audience_updated_days_ago: 70

## 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_devwithzachary
- Request removal: https://koinonlink.com/claim?k=tiktok_devwithzachary
- Terms: https://koinonlink.com/for-ai