--- id: wiki-2026-0508-real-time-engine-rte title: Real Time Engine (RTE) category: 10_Wiki/Topics status: needs_review canonical_id: self aliases: [b2d3e4f5-a6c7-4d8e-9f0a-1b2c3d4e5f6a] duplicate_of: none source_trust_level: A confidence_score: 1.0 tags: [rte, real-time-engine, mz, infrastructure, LiveOps, data-segmentation] raw_sources: [] last_reinforced: 2026-04-27 github_commit: "[[P-Reinforce|P-Reinforce]]-infra" inferred_by: Claude Opus 4.7 (auto-normalize 2026-05-08) tech_stack: language: unspecified framework: unspecified --- # [[Real-Time Engine (RTE)|Real-Time Engine (RTE)]] ## ๐Ÿ“Œ ํ•œ ์ค„ ํ†ต์ฐฐ (The Karpathy Summary) > RTE๋Š” ์ดˆ๋Œ€๊ทœ๋ชจ ์‹ค์‹œ๊ฐ„ ์†Œํ†ต๊ณผ ํ”Œ๋ ˆ์ด์–ด ํ–‰๋™ ๋ฐ์ดํ„ฐ๋ฅผ ์ดˆ ๋‹จ์œ„๋กœ ์ •๋ฐ€ ๋ถ„์„ํ•˜์—ฌ ๊ฒŒ์ž„ ์šด์˜์„ ์‹ค์‹œ๊ฐ„ ์ˆ˜์ต ์ฐฝ์ถœ๋กœ ์ง๊ฒฐ์‹œํ‚ค๋Š” 4X ์ „๋žต ๊ฒŒ์ž„์˜ ์‹ ๊ฒฝ๋ง์ด๋‹ค. ## ๐Ÿ“– ๊ตฌ์กฐํ™”๋œ ์ง€์‹ (Synthesized Content) - **์ถ”์ถœ๋œ ํŒจํ„ด:** ๊ธ€๋กœ๋ฒŒ ์ปค๋ฎค๋‹ˆ์ผ€์ด์…˜ ์ธํ”„๋ผ์™€ ๊ฐœ์ธํ™”๋œ ๋™์  ์˜คํผ ์‹œ์Šคํ…œ์˜ ์œตํ•ฉ. - **ํ•ต์‹ฌ ๊ธฐ๋Šฅ:** - **Global Scale [[Processing|Processing]]:** ์ˆ˜๋ฐฑ๋งŒ ๊ฑด์˜ ํŠธ๋žœ์žญ์…˜๊ณผ ์‹ค์‹œ๊ฐ„ ์–ธ์–ด ๋ฒˆ์—ญ ๋ ˆ์ด์–ด ์ง€์›. - **[[Behavior|Behavior]]al Segmentation:** ์†Œ๋น„ ์Šต๊ด€, ์—ฐ๋ น, ์ดํƒˆ ์ง€์  ๋“ฑ์„ ์ •๋ฐ€ ์ถ”์ ํ•˜์—ฌ ์œ ์ €๊ตฐ ์„ธ๋ถ„ํ™”. - **Dynamic Offer Trigger:** ๊ฒŒ์ž„ ๋‚ด ์‹ฌ๋ฆฌ์  ๋งˆ์ฐฐ(Friction) ๋ฐœ์ƒ ์‹œ ์ฆ‰๊ฐ์ ์œผ๋กœ ๋งž์ถคํ˜• ํŒจํ‚ค์ง€(์˜ˆ: Revenge Pack) ๋…ธ์ถœ. - **์šด์˜์  ๊ฐ€์น˜:** ๋ผ์ด๋ธŒ ์šด์˜(LiveOps)์˜ ๋ฐ˜์‘ ์†๋„๋ฅผ ๊ทน๋Œ€ํ™”ํ•˜์—ฌ ARPDAU์™€ ์ž”์กด์œจ ๋™์‹œ ํ–ฅ์ƒ. ## ๐Ÿ”— ์ง€์‹ ์—ฐ๊ฒฐ (Graph) - **Parent:** Infrastructure & Automation - **Related:** [[LiveOps|LiveOps]], [[Staircase Monetization|Staircase Monetization]], [[Dynamic Offers|Dynamic Offers]], [[Real-Time Translation|Real-Time Translation]] - **Raw Source:** 00_Raw/Real-Time Engine (RTE) --- *Last updated: 2026-04-27* ## ๐Ÿค– LLM ํ™œ์šฉ ํžŒํŠธ (How to Use This Knowledge) **์–ธ์ œ ์ด ์ง€์‹์„ ์“ฐ๋Š”๊ฐ€:** - *(TODO)* **์–ธ์ œ ์“ฐ๋ฉด ์•ˆ ๋˜๋Š”๊ฐ€:** - *(TODO)* ## ๐Ÿงช ๊ฒ€์ฆ ์ƒํƒœ (Validation) - **์ •๋ณด ์ƒํƒœ:** needs_review - **์ถœ์ฒ˜ ์‹ ๋ขฐ๋„:** A - **๊ฒ€ํ†  ์ด์œ :** *(P-Reinforce Phase 1 ์ž๋™ ์ •๊ทœํ™”. ๋ณธ๋ฌธ ๊ฒ€์ฆ ํ•„์š”.)* ## ๐Ÿงฌ ์ค‘๋ณต ๊ฒ€์‚ฌ (Duplicate Check) - **๊ธฐ์กด ์œ ์‚ฌ ๋ฌธ์„œ:** *(TODO: ์ธ๋ฑ์„œ ํด๋Ÿฌ์Šคํ„ฐ ๋ฆฌํฌํŠธ ์ฐธ์กฐ)* - **์ฒ˜๋ฆฌ ๋ฐฉ์‹:** UPDATE (์ž๋™ ์ •๊ทœํ™”) - **์ฒ˜๋ฆฌ ์ด์œ :** Phase 1 ์ •๊ทœํ™” โ€” ์˜› ํ…œํ”Œ๋ฆฟ/๋ˆ„๋ฝ ํ•„๋“œ ๋ณด๊ฐ•. ## โš ๏ธ ๋ชจ์ˆœ ๋ฐ ์—…๋ฐ์ดํŠธ (Contradictions & Updates) - **๊ณผ๊ฑฐ ๋ฐ์ดํ„ฐ์™€์˜ ์ถฉ๋Œ:** ์—†์Œ - **์ •์ฑ… ๋ณ€ํ™”:** ์—†์Œ ## ๐Ÿ•“ ๋ณ€๊ฒฝ ์ด๋ ฅ (Changelog) | ๋‚ ์งœ | ๋ณ€๊ฒฝ ๋‚ด์šฉ | ์ฒ˜๋ฆฌ ๋ฐฉ์‹ | ์‹ ๋ขฐ๋„ | |------|-----------|-----------|--------| | 2026-05-08 | P-Reinforce Phase 1 ์ •๊ทœํ™” (frontmatter + ํ—ค๋” ํ‘œ์ค€ํ™”) | UPDATE | A | ## ๐Ÿ’ป ์ฝ”๋“œ ํŒจํ„ด (Code Patterns) **ํŒจํ„ด 1:** *(TODO: ์ด ํ”„๋กœ์ ํŠธ ์ปจ๋ฒค์…˜ ๋ฐ˜์˜ํ•œ ๊ตฌ์กฐ ์Šค์ผˆ๋ ˆํ†ค)* ```text # TODO ``` ## ๐Ÿค” ์˜์‚ฌ๊ฒฐ์ • ๊ธฐ์ค€ (Decision Criteria) **์„ ํƒ A๋ฅผ ์จ์•ผ ํ•  ๋•Œ:** - *(TODO)* **์„ ํƒ B๋ฅผ ์จ์•ผ ํ•  ๋•Œ:** - *(TODO)* **๊ธฐ๋ณธ๊ฐ’:** > *(TODO)* ## โŒ ์•ˆํ‹ฐํŒจํ„ด (Anti-Patterns) - **[์•ˆํ‹ฐํŒจํ„ด]:** *(TODO: ๋ฌด์—‡์„ ํ•˜๋ฉด ์•ˆ ๋˜๋Š”๊ฐ€ + ์ด์œ  + ๋Œ€์‹  ๋ฌด์—‡์„)*