# Arman Hezarkhani (@ArmanHezarkhani) on x

- id: koinon:creator:x_armanhezarkhani
- url: https://koinonlink.com/kol/x/ArmanHezarkhani
- schema_version: 1.4

## Identity
- platform: x
- handle: ArmanHezarkhani
- platform_url: https://twitter.com/ArmanHezarkhani
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 10858
- following: 836
- posts_total: 2164
- posts_observed: 1
- posts_per_day: 0.828
- account_age_days: 2614
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00166
- best_post_interactions: 18
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: 0.91
- category_source: derived_from_recent_content
- topics: AI engineering workflows, fast code shipping, AI-generated games

## Audience (inferred)
- status: present
- description: AI engineers and builders interested in AI labs and tools (limited data)
- roles: none
- seniority: practitioner
- posts_analysed: 3
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 84
- authenticity_basis: engagement_observed
- credibility_score: 84
- flagged_for_review: false
- koinon_bd_grade: A — 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
- [x_armanhezarkhani#099b57bd] Our engineers at @tenex_labs are so cracked they each hack in to other company's systems At least one per engineer per day (https://twitter.com/ArmanHezarkhani/status/2067343199979384964)
- [x_armanhezarkhani#c6036f4d] We started @tenex_labs to deliver world-class AI engineering to businesses We're constantly iterating on our workflows This is why we ship code 10x faster and 10x more reliably Today, we're publishing how we do it: https://t.co/vegp4LUDof
- [x_armanhezarkhani#511e2dda] Introducing World-Builder. A game that lets you prompt anything in to existance. You can make vehicles (anything that traverses air, land, or sea), you can build buildings, or weapons. Literally anything you can imagine. I saw people like @mattshumer_ one-shotting games, but I do

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=122, 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=0.5, freshness_days=77, 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=122, 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=122, method=platform_profile

## Freshness
- profile_checked_days_ago: 122
- content_analysed_days_ago: 77
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 11
- 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=x_armanhezarkhani
- Request removal: https://koinonlink.com/claim?k=x_armanhezarkhani
- Terms: https://koinonlink.com/for-ai