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Cánh cửa khám phá thế giới công cụ AI
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| Loop | Steps | Author | Description | Updated |
|---|---|---|---|---|
🔬 Spec → Implement → Validate | 3 | Trae Team | Write a precise spec, produce code, then verify with tests. | 8 thg 8, 2026 |
🧪 TDD Red→Green→Refactor | 3 | Kent Beck | Classic test-driven development loop, one test at a time. | 4 thg 8, 2026 |
🔄 Refactor With Guarded Tests | 4 | Martin Fowler | Pin with tests → refactor → re-run → accept. | 6 thg 8, 2026 |
👀 PR Self-Review Checklist | 5 | Linear | Author walks through diff, tests, docs before requesting review. | 7 thg 8, 2026 |
🔍 Scientific Debug Loop | 5 | Trae Debugger | Hypothesis → instrument → reproduce → analyze → fix. | 8 thg 8, 2026 |
📐 Design Doc Review Loop | 4 | Write, solicit feedback, revise, get LGTM sign-off. | 3 thg 8, 2026 | |
✍️ Outline → Draft → Edit → Publish | 4 | AIDeckly | Structured loop for article and glossary production. | 5 thg 8, 2026 |
🗄️ Migrate With Backout Plan | 6 | SRE Playbook | Backup, shadow run, dual-write, cutover, verify, rollback-ready. | 7 thg 8, 2026 |
🛡️ Vuln → Triage → Fix → Verify | 4 | OWASP | Standard secure remediation loop for engineering. | 4 thg 8, 2026 |
💬 Prompt → Eval → Iterate | 3 | PromptLayer | Evaluate model output and refine prompt systematically. | 8 thg 8, 2026 |
🎧 Feedback → Theme → Scope → Ship | 4 | Intercom | Convert raw feedback into a prioritized sprint. | 1 thg 8, 2026 |
📈 Hypothesis → Run → Analyze → Decide | 4 | Stripe | Product A/B experiment loop with go/no-go gate. | 6 thg 8, 2026 |
👋 Install → Activate → Retain | 3 | Growth Playbook | Growth loop for optimizing onboarding funnel. | 30 thg 7, 2026 |
🚨 Mitigate → Document → Prevent | 5 | PagerDuty | Blameless incident response and remediation loop. | 7 thg 8, 2026 |
🕷️ Crawl → Dedup → Normalize → Store | 4 | TrustMRR | Data ingestion loop used for directory aggregation. | 8 thg 8, 2026 |
🌐 Extract → Translate → Review → Merge | 4 | Lokalise | Production-ready i18n delivery loop. | 2 thg 8, 2026 |
♿ Lint → Scan → Audit → Fix | 4 | Deque | Continuous accessibility improvement loop. | 3 thg 8, 2026 |
⬆️ Changelog → Bump → Test → Merge | 4 | Dependabot | Safe dependency upgrade loop. | 7 thg 8, 2026 |
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