Weekly Report — Cycle 0 / W1 (2026-07-01 s/d 2026-07-07)
Weekly Report — Cycle 0 / W1
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Cycle & Week
- Cycle: Cycle 0 — Discovery & Baseline
- Week: W1 (minggu ke-1 dalam cycle)
- Tanggal: 2026-07-01 s/d 2026-07-07
- PIC: TBD (lihat [Risk R6](Risk Register) — PIC belum dialokasikan)
Hypothesis
Hipotesis yang diuji minggu ini: "Membangun classifier deteksi feature (Auth) dari dataset kecil (100 sample) menggunakan model vision-language pre-trained yang sudah ada (Design2Code baseline) bisa mencapai F1 ≥ 0.50 tanpa fine-tuning."
Hipotesis ini sengaja rendah (0.50 vs target 0.85) untuk baseline Cycle 0, sesuai [Thresholds](Minimum Score / Threshold) yang soft-gate di MVP.
Tasks Completed ✓
| Task | Link | PIC |
|---|---|---|
| Risk Register draft | [Risk Register]([[ai-code-builder/risks | Risk Register]]) |
| Architecture diagram | [Architecture]([[ai-code-builder/architecture | Arsitektur & Alur Pipeline]]) |
| Output Spec decision (target stack) | [Output Spec]([[ai-code-builder/output-spec | Output Spec]]) |
Tasks In Progress
| Task | Link | Progress | Blocker |
|---|---|---|---|
| Dataset awal untuk classifier Auth (100 sample) | — | 30% | PIC belum ada ([Risk R6]([[ai-code-builder/risks |
| Evaluasi kompetitor (v0.dev, Locofy) | [References]([[ai-code-builder/references | Acuan Data & Benchmark Referensi]]) | 20% |
Blockers & Risks
| # | Description | Owner | Mitigation |
|---|---|---|---|
| 1 | PIC Engineer belum dialokasikan untuk sub-project Backend | Engineering Manager | Eskalasi di sprint planning; sementara ML/AI support shared |
| 2 | Akses ke Design2Code dataset belum ada | ML/AI Engineer | Request akses ke HuggingFaceM4 sebagai alternatif |
Update risiko: [Risk Register](Risk Register) — R1 (Dataset) mulai materialize.
Metrics (vs [Thresholds](Minimum Score / Threshold))
| Metric | Target (Min) | Actual | Status |
|---|---|---|---|
| Visual Similarity (SSIM) | ≥ 0.75 | n/a (belum ada output) | ⬜ |
| Code Compilability Rate | ≥ 95% | n/a (belum ada output) | ⬜ |
| Feature Classification F1 | ≥ 0.85 | n/a (baseline belum jalan) | ⬜ |
| Latency (Time-to-Code) | ≤ 15s | n/a (belum ada pipeline) | ⬜ |
Catatan: di Cycle 0 belum ada output pipeline, jadi metrik masih n/a. Mulai Cycle 1 metrik akan diisi rutin.
Experiment Log Entry
Belum ada eksperimen minggu ini — fase Discover / data gathering. Entry akan mulai dibuat di W2 setelah dataset awal siap.
- —
Decision
Keputusan minggu ini: Revisi
Reasoning: PIC Engineer belum dialokasikan menjadi blocker utama. Dataset awal juga belum accessible. Tetap lanjut Cycle 0 dengan ekspektasi timeline mundur 1 minggu. Eskalasi PIC di sprint planning Senin depan.
Next Week
- Eskalasi PIC Backend & ML/AI Engineer — target Kamis W2
- Unlock akses Design2Code / WebSight dataset
- Mulai labeling 50 sample Auth (Frontend focus, sesuai Roadmap Cycle 1)
Lihat juga: [Monthly Report 2026-07](2026-07 Monthly Report) · Roadmap · [Methodology](Research Methodology)