[G1-Sync] Manual knowledge update
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## 🎮 Game / Graphics (5)
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- [[Game_Loop_ECS]] · [[Game_Shader_Patterns]] · [[Game_Skia_Native_2D]] · [[Game_Networking_Multiplayer]] · [[Game_Asset_Pipeline]]
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## 🎨 Frontend 인프라 (14)
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## 🎨 Frontend 인프라 (23)
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- [[Frontend_Tailwind_Architecture]] · [[Frontend_Design_Tokens]] · [[Frontend_i18n_Patterns]] · [[Frontend_Image_Optimization]] · [[Frontend_A11y_Testing]]
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- [[Frontend_Animation_Motion]] · [[Frontend_Three_R3F]] · [[Frontend_WASM_Integration]] · [[Frontend_Progressive_Enhancement]] · [[Frontend_WebGPU_Patterns]]
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- [[Frontend_Container_Queries]] · [[Frontend_View_Transitions_Deep]] · [[Frontend_CSS_Modern_Features]] · [[Frontend_Color_Spaces]] · [[Frontend_Print_Stylesheet]]
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- [[Frontend_Astro_Patterns]] · [[Frontend_SolidJS_Qwik]] · [[Frontend_HTMX_Hotwire]] · [[Frontend_Web_Components]] · [[Frontend_SVG_Patterns]]
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- [[Frontend_Web_Components_Deep]] · [[Frontend_Custom_Elements_Lifecycle]] · [[Frontend_Streams_API]]
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## 🤖 AI / LLM (24)
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## 🤖 AI / LLM (31)
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- [[AI_Prompt_Engineering_Patterns]] · [[AI_Structured_Output_Zod]] · [[AI_Streaming_LLM_Response]] · [[AI_RAG_Pattern_Basics]] · [[AI_LLM_Eval_Patterns]]
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- [[AI_Function_Calling_Deep]] · [[AI_Agentic_Patterns]] · [[AI_Embeddings_Comparison]] · [[AI_Code_Interpreter_Sandbox]] · [[AI_Multimodal_Vision_Patterns]]
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- [[AI_Local_LLM_Inference]] · [[AI_Fine_Tuning_vs_Prompting]] · [[AI_MCP_Integration_Patterns]] · [[AI_Voice_Agent_Realtime]] · [[AI_LLM_Cost_Optimization]]
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- [[AI_RAG_Advanced]] · [[AI_MCP_Server_Building]] · [[AI_Image_Generation_Patterns]] · [[AI_Vision_Agents]]
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- [[AI_LangGraph_Agent_Frameworks]] · [[AI_Memory_Systems]] · [[AI_Skills_Patterns]] · [[AI_Eval_Framework_Deep]] · [[AI_Prompt_Caching]]
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- [[AI_Voice_Cloning_Synthesis]] · [[AI_Synthetic_Data]] · [[AI_Safety_Patterns]] · [[AI_Custom_Embeddings]] · [[AI_Long_Context_Management]]
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- [[AI_Token_Budget_Patterns]] · [[AI_Hybrid_Search_Patterns]]
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## 📊 Data Engineering (5)
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- [[Data_Eng_Airflow_Dagster]] · [[Data_Eng_dbt]] · [[Data_Eng_Lakehouse]] · [[Data_Eng_Streaming_ETL]] · [[Data_Eng_Schema_Registry]]
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- [[DevOps_OTel_Collector]] · [[DevOps_Service_Mesh_Deep]] · [[DevOps_Disaster_Recovery]] · [[DevOps_FinOps_Cost]] · [[DevOps_eBPF_Observability]]
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- [[DevOps_Helm_Deep]] · [[DevOps_ArgoCD_GitOps]] · [[DevOps_Backstage_Platform]] · [[DevOps_Crossplane_Tekton]] · [[DevOps_Pulumi_IaC]]
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## 🧠 CS / Algorithms (15)
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## 🧠 CS / Algorithms (21)
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- [[CS_Rate_Limit_Algorithms]] · [[CS_Consistent_Hashing]] · [[CS_Bloom_Filter]] · [[CS_Probabilistic_Data_Structures]] · [[CS_CRDT_Patterns]] · [[CS_Snowflake_ID_Generation]]
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- [[CS_BTree_LSM_Storage]] · [[CS_Cache_Eviction]] · [[CS_Eventual_Consistency]] · [[CS_Big_O_Practical]] · [[CS_Backpressure_Deep]]
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- [[CS_MVCC_Concurrency]] · [[CS_WAL_Write_Ahead_Log]] · [[CS_Compression_Algorithms]] · [[CS_ProtoBuf_Wire_Encoding]] · [[CS_LockFree_Atomic]]
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- [[CS_Tries_Trees]] · [[CS_Distributed_Consensus]] · [[CS_Hashing_Strategies]] · [[CS_MapReduce_Patterns]] · [[CS_Time_Series_Algorithms]]
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## 📋 Productivity (5)
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- [[Productivity_Code_Review]] · [[Productivity_PR_Template]] · [[Productivity_Postmortem]] · [[Productivity_Oncall_Playbook]] · [[Productivity_Migration_Runbook]] · [[Productivity_Documentation]]
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## 📋 Productivity (8)
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- [[Productivity_Code_Review]] · [[Productivity_PR_Template]] · [[Productivity_Postmortem]] · [[Productivity_Oncall_Playbook]] · [[Productivity_Migration_Runbook]]
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- [[Productivity_Documentation]] · [[Productivity_Estimating_Effort]] · [[Productivity_Knowledge_Sharing]]
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## ✅ Quality / Engineering (6)
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- [[Quality_Tech_Debt]] · [[Quality_Refactoring]] · [[Quality_Mentoring]] · [[Quality_Code_Metrics]] · [[Quality_Pair_Programming]] · [[Quality_Code_Smells]]
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## 🔥 Backend 추가 (6)
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- [[Backend_Hono_Modern]] · [[Backend_Edge_Functions]] · [[Backend_Server_Components_Pattern]] · [[Backend_GraphQL_Yoga_Pothos]] · [[Backend_BFF_Pattern]] · [[Backend_Backpressure_Server_Side]]
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## 📱 Mobile 추가 (5)
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- [[iOS_Charts_Health]] · [[Android_ML_Kit_Health]] · [[Mobile_Background_Sync]] · [[Mobile_Offline_First]] · [[Mobile_Spatial_Audio_Video]]
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## 🗄 DB 추가 (5)
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- [[DB_Sql_Builder_vs_ORM]] · [[DB_Postgres_Extensions]] · [[DB_Vector_DB_Scaling]] · [[DB_Search_Engine_Integration]] · [[DB_Connection_Pooling_Patterns]]
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## 🔐 Security 추가 (6)
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- [[Security_Pen_Testing]] · [[Security_Zero_Trust]] · [[Security_Login_Flows]] · [[Security_Session_vs_JWT]] · [[Security_Bug_Bounty]] · [[Security_Phishing_Defense]]
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---
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## 📊 누적: 350 / 500 (70%)
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## 📊 누적: 400 / 500 (80%)
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### 이번 turn 추가 (50)
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- Game 5 + AI 5 + Backend 5 + Mobile 5 + DB 5 + CS 5 + Frontend 5 + Productivity 6 + DevOps 5
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- Quality 6 + Backend 6 + Frontend 8 + Mobile 5 + AI 7 + DB 5 + Security 6 + CS 5 + Productivity 2
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### 다음 turn 후보 (50 × 3 batch 남음)
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### 다음 turn 후보 (50 × 2 batch 남음 → 450 → 500)
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| 영역 | 예정 토픽 |
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| **Quality / Engineering** | Pair programming, Tech debt 관리, Refactoring 전략, Code metrics, Junior mentoring |
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| **Specialized backends** | Fast API frameworks (Hono, Elysia), Bun.serve, Edge functions, GraphQL Yoga, Tanstack Server |
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| **Specialized frontend** | Astro, SolidJS, Qwik, htmx, Phoenix LiveView 비교, Build-time vs runtime |
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| **Mobile 추가** | iOS Charts, Spatial audio, ScreenCaptureKit, Android ML Kit, Health Connect |
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| **AI 추가** | Voice cloning, Custom embeddings, Synthetic data generation, AI safety patterns |
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| **DB 추가** | Sql query builder vs ORM, GraphQL → SQL, Search engine 통합, Vector DB scaling |
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| **CS 추가** | Hashing strategies, Hashing for sharding, Tries, B-tree internals |
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| **Security 추가** | Pen testing, Bug bounty, Threat intel, Phishing simulation, Zero trust |
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| **Frontend 추가** | Web components, Custom elements, Shadow DOM, declarative shadow, MathML, SVG patterns |
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| **API gateway 심화** | Kong, Tyk, Apigee, Envoy, custom gateway |
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| **MLOps** | Model registry, MLflow, Weights & Biases, model monitoring, drift detection |
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| **Architecture patterns** | Strangler fig, Anti-corruption layer, Cell-based architecture, Modular monolith |
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| **Frontend build deep** | Turbopack, Rspack, Lightning CSS, Bun bundler, esbuild plugins |
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| **Testing additions** | Test data management, Chaos engineering, Load testing strategies, Contract test pact deep |
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| **Mobile platform** | App Store optimization, Pre-launch report, TestFlight workflow, Firebase Distribution |
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| **AI agents 심화** | Tool composition, Multi-agent coordination, Memory persistence, Self-reflection |
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| **DB 심화** | OLTP vs OLAP, HTAP, Time-series compression, Bitemporal data |
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| **DevOps tooling** | Vault, External secrets, Atlantis, Renovate, Dependabot strategies |
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| **Productivity tools** | Jira / Linear workflow, Kanban WIP limits, Daily standup patterns |
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| **Web 심화** | WebTransport, WebHID, WebUSB, File System Access API |
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| **CS 심화** | Conflict resolution, Vector clocks, Lamport timestamps, Bloom join |
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### 다음 turn 진입 방법
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사용자가 "이어가" / 임의 응답 → 다음 50개 자동 진행. 멈추려면 "stop".
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