# D-Coder (@Damn_coder) on x

- id: koinon:creator:x_damn_coder
- url: https://koinonlink.com/kol/x/Damn_coder
- schema_version: 1.4

## Identity
- platform: x
- handle: Damn_coder
- platform_url: https://twitter.com/Damn_coder
- website: http://joinaiinsights.com/subscribe
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 103771
- following: 526
- posts_total: 47476
- posts_observed: 5
- posts_per_day: 27.222
- account_age_days: 1744
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00065
- best_post_interactions: 67
- 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: 0.98
- category_source: derived_from_recent_content
- topics: AI agents and multi-agent systems, YouTube and online channel monetization, AI video and content generation tools, Replacing expensive teams with cheap AI workflows, Zero-cost or low-friction AI tooling
- bio: Sharing Insights on AI, Online business & Productivity |  Helping you leverage AI to grow & monetize  | DM for collaboration | [contact removed]📤

## Audience (inferred)
- status: present
- description: Solopreneurs, online content creators and indie founders using AI tools and agents to automate work and monetize digital channels
- roles: automation
- seniority: practitioner
- pain_points: Expensive traditional marketing teams or agencies, High and unpredictable API costs for running AI agents, Slow or uncertain results when trying to monetize YouTube or similar platforms, Difficulty finding reliable low-cost AI tools that deliver production-grade output
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 1
- open_to_collaboration: true
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 84
- authenticity_basis: engagement_observed
- credibility_score: 99
- 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_damn_coder#9a6697a8] This discount window won't last long. Testing Seedance 2.0 native 4K on Buzzy now shows you if AI video finally meets your quality standards. Better to find out at a discount than full price later. (https://twitter.com/Damn_coder/status/2070406982197264616)
- [x_damn_coder#7ef837dc] Instead of watching a 2-hour Netflix, watch how to Monetized a YouTube channel in 9 days. https://t.co/XCqhCJ3TMG
- [x_damn_coder#f6004922] Instead of hiring a $50,000 marketing team… This ex-Google AI engineer spent just $500 on AI. Now 40 AI agents work together to plan, create, review, and execute tasks around the clock. He explains the entire setup in just 14 minutes. Watch it. Bookmark it. You’ll probably end up
- [x_damn_coder#5214e779] 🚨BREAKING: Someone just removed API costs from your AI agent. One CLI. No keys. No accounts. No billing. It’s called Agent Reach. Paste a single command into your AI agent and suddenly it can: → Search Twitter and read any tweet without a dev account → Browse Reddit threa

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=111, 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=111, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=111, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 111
- audience_updated_days_ago: 67

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