Monthly Report — Juli 2026
Monthly Report — Juli 2026
Back to: [Reports Index](Reports Index) | [Project README](Research: AI Code Builder)
Bulan
- Bulan: Juli 2026
- Cycle Covered: Cycle 0 (Discovery & Baseline)
- Tanggal: 2026-07-01 s/d 2026-07-31
Executive Summary
Project AI Code Builder memasuki fase Cycle 0 (Discovery & Baseline) di bulan Juli. Dokumen master sudah disusun lengkap (14 sub-doc, lihat [Project README](Research: AI Code Builder)). Tim masih menunggu alokasi PIC Engineer untuk lanjut ke eksperimen riil. Target Cycle 0 exit criteria (dataset awal + threshold disepakati) on-track untuk akhir bulan, tapi dengan risiko PIC alokasi ([R6](Risk Register)).
Highlights 🟢
- Master documentation lengkap — 14 sub-doc (methodology, architecture, breakdown Backend/Mobile/Frontend, metrics, thresholds, risks, dll) published di digital garden. Tersedia untuk review Engineering & Product.
- Target stack disepakati — Frontend (React), Mobile (Flutter), Backend (Node/Express). Detail: [Output Spec](Output Spec).
- Risk Register published — 7 risiko teridentifikasi dengan owner & mitigation. Detail: [Risk Register](Risk Register).
Lowlights 🔴
- PIC Engineer belum dialokasikan — semua sub-project belum punya PIC tetap. Block eksperimen riil.
- Dataset akses belum unlock — Design2Code & WebSight masih dalam proses request akses.
- Frontend & Backend eksperimen belum dimulai — masih fase setup.
Cycle Status
| Cycle | Status | Exit Criteria? | Next Step |
|---|---|---|---|
| Cycle 0 (Discovery & Baseline) | In progress (W2/4) | ⬜ | Finish dataset & PIC allocation |
| Cycle 1 (Core Detection & Generation) | Not started | — | Plan kickoff W5 |
| Cycle 2 (Testing Loop & Feedback) | Not started | — | — |
Detail: Roadmap · [Methodology](Research Methodology)
Metrics Trend
Cycle 0 adalah fase setup, belum ada output pipeline — metrik belum terisi. Mulai Cycle 1 metrik akan diisi rutin (lihat [Metrics](Success Metrics)).
| Metric | Target Min | Start of Month | End of Month | Trend |
|---|---|---|---|---|
| Visual Similarity (SSIM) | ≥ 0.75 | n/a | n/a | ⬜ |
| Code Compilability Rate | ≥ 95% | n/a | n/a | ⬜ |
| Feature Classification F1 | ≥ 0.85 | n/a | n/a | ⬜ |
| Latency (Time-to-Code) | ≤ 15s | n/a | n/a | ⬜ |
| Failure Rate | ≤ 5% | n/a | n/a | ⬜ |
Decisions Summary (Go / No-Go)
| Cycle / Task | Decision | Date | Reason |
|---|---|---|---|
| Target stack Frontend | React | 2026-07-05 | Sesuai saran Product & team capability |
| Target stack Backend | Node/Express | 2026-07-05 | Sesuai existing stack tim |
| W1 PIC allocation | Revise | 2026-07-07 | PIC belum dialokasikan, eskalasi |
Risk Updates
| Risk ID | Status | Notes |
|---|---|---|
| R1 (Dataset) | Active | Akses Design2Code masih proses, fallback ke WebSight di-request |
| R3 (Mobile reuse) | Not yet | Belum relevan di Cycle 0 |
| R6 (Scope creep) | Active — materialize | PIC Engineer belum dialokaskan jadi blocker utama di W1 |
| R7 (Reference bias) | Not yet | Belum mulai kumpulkan reference code |
Weekly Reports
| Week | Link | Status |
|---|---|---|
| W1 | [Lihat]([[ai-code-builder/reports/2026-cycle-0-w1 | 2026-Cycle-0-W1]]) |
| W2 | belum ada | — |
| W3 | belum ada | — |
| W4 | belum ada | — |
Up Next Month (Agustus 2026)
- PIC allocation final — target Kamis W1 Agustus. Sprint planning lock.
- Cycle 0 exit — dataset + threshold disepakati. Target akhir W1 Agustus.
- Cycle 1 kickoff — mulai Core Detection & Generation untuk Frontend (Auth feature). Sprint planning W2 Agustus.
- Eksperimen pertama — baseline classifier F1 ≥ 0.50 di dataset 100 sample Auth.
Lihat juga: [Weekly Report Template](Weekly Report Template) · Roadmap · [Risk Register](Risk Register)