# Kristian Ekachandra | AI Automation (@aichandre) on threads

- id: koinon:creator:threads_aichandre
- url: https://koinonlink.com/kol/threads/aichandre
- schema_version: 1.4

## Identity
- platform: threads
- handle: aichandre
- platform_url: https://www.threads.net/@aichandre
- website: https://yapp.ink/aichandre
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 572
- posts_observed: 1
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.64161
- best_post_interactions: 367
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- 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: 0.85
- category_source: derived_from_recent_content
- topics: AI automation with n8n, Secure AI agent development, No-code workflow building, Data management in automation, AI tools for productivity, AI agent guardrails
- bio: 🤖 Sharing AI + Automation
📈 Bantu founder & tim kerja lebih efisien
⬇️ Community

## Audience (inferred)
- status: present
- description: People building AI automation workflows, mainly solopreneurs and small business operators using n8n to streamline operations without coding
- roles: automation
- seniority: practitioner
- pain_points: Struggling to securely handle sensitive data in AI workflows, Finding it hard to manage data across multiple tools without integration, Lacking coding skills but needing to build complex automations
- posts_analysed: 6
- confidence: 0.4

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

## Quality signals
- authenticity_score: 55
- authenticity_basis: engagement_observed
- credibility_score: 55
- 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
- [threads_aichandre#cdf186fa] Iseng nanya AI, terus kepikiran buat share. Menurut kalian gimana? (https://www.threads.com/@aichandre/post/DMZNUk7zTe9)
- [threads_aichandre#676371ad] Ini daftar AI tools favorit gua di tahun 2025. ° ° #artificialintelligence #ai #llm #research
- [threads_aichandre#a0fca182] Fitur baru n8n: Guardrails. Sekarang bikin AI Agent gak perlu takut data pribadi bocor 🛡️ Guardrails otomatis filter teks berbahaya & sensor data sensitif.
- [threads_aichandre#54c8363e] Kalau 3 hal ini kamu kuasai … kamu bisa bikin automation apa pun bahkan tanpa ngerti coding 🤖 #n8n #automation
- [threads_aichandre#f491cee5] 📊 Kenalan sama fitur baru di n8n: Data Tables! Sekarang kamu bisa simpan & kelola data langsung di n8n — tanpa ribet buka tools lain. ✨ Dengan n8n Data Tables, kamu bisa: ✅ Nyimpen data otomatis dari workflow ✅ Akses & ubah data kapan aja langsung di n8n ✅ Gak perlu setup databa
- [threads_aichandre#b00b8102] Bikin project

## 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=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=110, 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=79, 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=110, 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=110, method=platform_profile

## Freshness
- profile_checked_days_ago: 110
- content_analysed_days_ago: 79
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 9
- user_triggered_requests: 1
- last_user_triggered_day: 2026-10-10
- 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=threads_aichandre
- Request removal: https://koinonlink.com/claim?k=threads_aichandre
- Terms: https://koinonlink.com/for-ai