# VIBECODING.ID | AI Coding Indonesia (@vibecodingid) on instagram

- id: koinon:creator:instagram_vibecodingid
- url: https://koinonlink.com/kol/instagram/vibecodingid
- schema_version: 1.4

## Identity
- platform: instagram
- handle: vibecodingid
- platform_url: https://www.instagram.com/vibecodingid/
- website: https://vibecoding.id/
- country: Indonesia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 18264
- following: 17
- posts_total: 1329
- posts_observed: 5
- verified: false
- size_tier: koc

## 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: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Tool AI coding baru (Windsurf, Claude remote), Teknik prompt debugging dan best practice, Alternatif open source gratis setara ChatGPT Pro, Kebiasaan kecil untuk hasil AI coding lebih baik, Setup coding remote dan mobile
- bio: Vibe coding platform Indonesia. Bikin website dan app pake AI.
📞 08119917776 (Ahwy)
Bikin website dan app pertama-mu di sini👇

## Audience (inferred)
- status: present
- description: Indonesian developers and coders (including students) who build websites/apps using AI tools
- roles: dev
- seniority: practitioner
- pain_points: Biaya langganan AI coding mahal ($20/bulan), Prompt debugging yang kurang efektif dan hasil kode buruk, Kesulitan menjaga workflow coding yang efisien saat remote atau mobile, Kurangnya ide konten dan persiapan interview coding mendadak
- posts_analysed: 9
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 55
- authenticity_basis: profile_shape_only
- 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
- [instagram_vibecodingid#14548f14] Penasaran siapa aja orang dibalik @vibecodingid? Yuk kepoin di postingan ini ya... Kalau mau tanya-tanya juga bisa langsung hubungi kontak yang tersedia ya... @hanifmuh_ @naikleveldgnahwy @magersensei @faizntfd (https://www.instagram.com/vibecodingid/)
- [instagram_vibecodingid#169d3e75] Tool AI coding baru yang mungkin belum banyak lo coba. 👀🤖 🔥 Windsurf — AI coding agent yang bisa bantu lo memahami project, nulis kode, sampai memperbaiki error. Kalau selama ini cuma pakai satu AI coding tool, mungkin ini waktunya coba alternatif. 🚀 Kalau mau tau update tool
- [instagram_vibecodingid#5a961d57] Remote Claude Code emang game changer banget! 🚀 Setup di laptop, tapi bisa lanjut ngoding lewat HP. Sat set, gak perlu diem di meja terus. Cocok banget buat lo yang mobilitasnya tinggi! Kalau mau tau update tools AI terbaru & cara pakainya buat produktivitas kerjaan, komen “CHAN
- [instagram_vibecodingid#f69fb6b3] Gak perlu boncos langganan $20/bulan! 🔥 Cek program open source yang kasih fitur setara ChatGPT Pro secara gratis. Solusi cerdas buat dev & pelajar yang mau hemat budget! 💻✨ Kalau mau tau update tools AI terbaru & cara pakainya buat produktivitas kerjaan, komen “CHANNEL” 👇 bia
- [instagram_vibecodingid#cdda05df] Prompt debugging yang lebih bagus daripada “FIX THIS”. 🐛🤖 Jangan cuma bilang: “Fix this error.” Coba kasih AI: error → penyebab → file terkait → solusi yang diharapkan. Contoh: “Jelaskan penyebab error ini, tunjukkan bagian kode yang bermasalah, lalu berikan perbaikannya tanpa 
- [instagram_vibecodingid#31282492] 3 kebiasaan kecil yang bikin AI coding lo jauh lebih bagus. 🤖 1️⃣ Kasih konteks yang jelas 2️⃣ Pecah tugas jadi kecil 3️⃣ Review kode sebelum dipakai Ingat: AI-nya bukan cuma yang penting, cara lo ngarahinnya juga. 🚀 Kalau mau tau update tools AI terbaru & cara pakainya buat pr
- [instagram_vibecodingid#66ebdb23] Dapet panggilan interview tapi baru mulai prepare sehari sebelumnya? Buka Google, cari “pertanyaan interview”, terus nemu ratusan contoh jawaban yang malah bikin makin bingung. Padahal lo bisa manfaatin AI buat bikin sesi latihan interview yang jauh lebih terarah. Cukup kasih pos
- [instagram_vibecodingid#284d3bae] Baterai HP lo baru siang udah tinggal 10%? Baru beberapa jam dipakai, tapi rasanya baterai udah lari lebih cepat daripada lo. Apalagi kalau lagi di luar dan nggak bawa powerbank. Mau buka Maps, chat, atau pesan transportasi aja jadi mulai mikir dua kali. 😂 Sebelum buru-buru beli

## 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=54, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=54, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=54, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=54, 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=54, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=99, 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=54, 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=99, 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=99, method=platform_profile

## Freshness
- profile_checked_days_ago: 99
- content_analysed_days_ago: 54
- audience_updated_days_ago: 54

## AI retrieval
- indexing_requests: 6
- 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=instagram_vibecodingid
- Request removal: https://koinonlink.com/claim?k=instagram_vibecodingid
- Terms: https://koinonlink.com/for-ai