--- id: e5f4a3b2-c1d0-4e8b-9a7d-2b3c4d5e6f7a category: "10_Wiki/Topics/AI" confidence_score: 0.97 tags: [agent, memory, state-store, persistence, harness, ai] last_reinforced: 2026-05-01 github_commit: "wikification-state-store" --- # [[Agent_State_Store|Agent State Store]] ## ๐Ÿ“Œ ํ•œ ์ค„ ํ†ต์ฐฐ (The Karpathy Summary) > Agent State Store(S-component)๋Š” ์—์ด์ „ํŠธ์˜ ๋‹ค์ค‘ ํ„ด ๋ฐ ์„ธ์…˜ ๊ฐ„ ์ƒํƒœ ์ง€์†์„ฑ์„ ๊ด€๋ฆฌํ•˜์—ฌ ์‹คํ–‰ ์ค‘๋‹จ ์‹œ ๋ณต๊ตฌ๋ฅผ ์ง€์›ํ•˜๊ณ , ๊ฒฝํ—˜์„ ์ถ”์ƒํ™”๋œ ์ง€์‹์œผ๋กœ ๋ณด์กดํ•˜๋Š” ๋Ÿฐํƒ€์ž„ ๊ฑฐ๋ฒ„๋„Œ์Šค ์ธํ”„๋ผ์ด๋‹ค. ## ๐Ÿ“– ๊ตฌ์กฐํ™”๋œ ์ง€์‹ (Synthesized Content) ### 1. ์—ญํ•  ๋ฐ ๋ฉ”๋ชจ๋ฆฌ ๊ณ„์ธต - **์ƒํƒœ ๋ณด์กด**: ์ž‘์—… ์ค‘ ๋ฐœ์ƒํ•  ์ˆ˜ ์žˆ๋Š” '์ƒํƒœ ์ƒ์‹ค'์„ ๋ฐฉ์ง€ํ•˜๊ณ  ๋‚ด๊ฒฐํ•จ์„ฑ(Fault-tolerance)์„ ์ œ๊ณตํ•œ๋‹ค. - **๋ฉ”๋ชจ๋ฆฌ ๋ถ„๋ฅ˜**: ์ž‘์—… ๋ฉ”๋ชจ๋ฆฌ(Working), ์—ํ”ผ์†Œ๋“œ ๋ฉ”๋ชจ๋ฆฌ(Episodic), ์‹œ๋งจํ‹ฑ ๋ฉ”๋ชจ๋ฆฌ(Semantic), ์ ˆ์ฐจ์  ๋ฉ”๋ชจ๋ฆฌ(Procedural) ๋“ฑ์œผ๋กœ ๊ณ„์ธตํ™”ํ•˜์—ฌ ๊ด€๋ฆฌํ•œ๋‹ค. ### 2. ์•„ํ‹ฐํŒฉํŠธ ๊ธฐ๋ฐ˜ ์ €์žฅ - **์ปจํ…์ŠคํŠธ ์˜คํ”„๋กœ๋“œ**: ๋Œ€์šฉ๋Ÿ‰ ๋„๊ตฌ ์ถœ๋ ฅ์ด๋‚˜ ์ž‘์—… ๊ฒฐ๊ณผ๋ฌผ์„ ํ”„๋กฌํ”„ํŠธ ์ปจํ…์ŠคํŠธ์—์„œ ์ œ์™ธํ•˜๊ณ  ํŒŒ์ผ ์‹œ์Šคํ…œ์ด๋‚˜ ๊ฐ€์ƒ ์•„ํ‹ฐํŒฉํŠธ ์ €์žฅ์†Œ์— ์ €์žฅํ•˜์—ฌ ํ† ํฐ ๋น„์šฉ์„ ์ตœ์ ํ™”ํ•œ๋‹ค. ### 3. ์ถ”๋ก  ๊ฒฐํ•ฉ ์ง€์†์„ฑ (Inference-Coupled Persistence) - **๋Šฅ๋™์  ์ง€์‹ ์ €์žฅ**: ๋ชจ๋ธ์ด ์ƒ์„ฑํ•œ ์ž๊ธฐ ๋ฐ˜์„ฑ ํ‰๊ฐ€๋‚˜ ์›Œํฌํ”Œ๋กœ ์Šคํ‚ฌ ๋“ฑ์„ ์ €์žฅ์†Œ์— ๊ธฐ๋กํ•˜๋ฉฐ, ํ•˜๋„ค์Šค๋Š” ์ €์žฅ๋˜๋Š” ์ง€์‹์˜ ํ’ˆ์งˆ์„ ๊ด€๋ฆฌํ•˜๋Š” ๊ฒŒ์ดํŠธ ์—ญํ• ์„ ์ˆ˜ํ–‰ํ•œ๋‹ค. ## โš ๏ธ ๋ชจ์ˆœ ๋ฐ ์—…๋ฐ์ดํŠธ (Contradictions & RL Update) - **๋ฉ”๋ชจ๋ฆฌ ์˜ค์—ผ (Poisoning)**: ์•…์˜์  ํ”„๋กฌํ”„ํŠธ๊ฐ€ ์˜๊ตฌ ์ €์žฅ์†Œ์— ๊ธฐ๋ก๋  ๊ฒฝ์šฐ ์„ธ์…˜ ๊ฒฝ๊ณ„๋ฅผ ๋„˜๋Š” ๋ณด์•ˆ ์ทจ์•ฝ์ ์ด ๋ฐœ์ƒํ•˜๋ฏ€๋กœ ์ˆ˜๋ช…์ฃผ๊ธฐ ํ›…(L-hook)์—์„œ์˜ ๊ฒ€์ฆ์ด ํ•„์ˆ˜์ ์ด๋‹ค. - **๋ฉ”๋ชจ๋ฆฌ ํŒฝ์ฐฝ (Bloat)**: ๋ฌด๋ถ„๋ณ„ํ•œ ์ •๋ณด ์ถ•์ ์€ ๊ฒ€์ƒ‰ ํ’ˆ์งˆ ์ €ํ•˜์™€ '์ปจํ…์ŠคํŠธ ๋ถ€ํŒจ'๋ฅผ ์œ ๋ฐœํ•˜๋ฉฐ, ๋ง๊ฐ ๊ณก์„ ์ด๋‚˜ ์š”์•ฝ ์ •์ฑ…์„ ํ†ตํ•œ ๊ด€๋ฆฌ๊ฐ€ ํ•„์š”ํ•˜๋‹ค. - **ํ‘œ์ค€ํ™” ๋ถ€์žฌ**: MCP์™€ ๋‹ฌ๋ฆฌ ์ƒํƒœ ์ €์žฅ์†Œ ์ธํ„ฐํŽ˜์ด์Šค๋Š” ํŒŒํŽธํ™”๋˜์–ด ์žˆ์–ด ์—์ด์ „ํŠธ ๊ฐ„ ๋ฉ”๋ชจ๋ฆฌ ์ด์‹์„ฑ์ด ๋‚ฎ๋‹ค. ## ๐Ÿ”— ์ง€์‹ ์—ฐ๊ฒฐ (Graph) - **Parent**: 10_Wiki/Topics/AI - **Related**: Execution Loop (E-component), Context Manager (C-component), Lifecycle Hooks (L-component), Agent Workflow Memory (AWM) - **Raw Source**: 00_Raw/Agent State Store ## ๐Ÿ’ป GitHub ๋™๊ธฐํ™” ์ž๋™ํ™” ์›Œํฌํ”Œ๋กœ์šฐ 1. Stage: git add . 2. Commit: `git commit -m "[P-Reinforce] Wikify Agent State Store (S-component)"` 3. Push: `git push origin main`