feat: replace go-flink with Poimen Memory + Poimen Workflow project cards
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Story Crater Bot
+6
-2
@@ -21,10 +21,14 @@ export default function Home() {
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? 'project-rbc'
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: index === 2
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? 'project-aws'
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: index === 3
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? 'project-poimen-memory'
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: index === 4
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? 'project-poimen-workflow'
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: undefined,
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status: index === 1
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? 'completed' as const
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: index === 3
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: index >= 3
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? 'building' as const
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: 'live' as const,
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media: index === 1
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@@ -32,7 +36,7 @@ export default function Home() {
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: index === 2
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? { type: 'video' as const, url: 'https://www.youtube.com/watch?v=wdJ5DN15jus' }
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: undefined,
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videoUrl: index === 3 ? 'https://github.com/rockliang/go-flink' : '#',
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videoUrl: '#',
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articleUrl: index === 2 ? 'https://lnkd.in/p/gm2PZkWw' : '#',
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}))
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+26
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@@ -94,7 +94,7 @@
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"Launched AWS Distributed-Map service across 57+ regions",
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"Built multi-region infrastructure at RBC (40% cost reduction)",
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"Architected production homelab: Kubernetes, Kafka, LLM inference",
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"Open source: go-flink (distributed DataLakeHouse)"
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"Poimen: Agent workflow orchestration + Graph-RAG memory system"
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]
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},
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"educationTitle": "Education",
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@@ -159,12 +159,6 @@
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"Owned oncall for the service—built CloudWatch dashboards, wrote runbooks, debugged production live"
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]
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},
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{
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"title": "Open Source: go-flink",
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"description": "Distributed DataLakeHouse framework written in Go.",
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"longDescription": "Fault-tolerant data pipelines with streaming semantics and efficient processing.",
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"stat": "Public repository, active"
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},
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{
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"title": "Poimen Memory System",
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"description": "Distributed Graph-RAG infrastructure with hierarchical RBAC and wiki-link indexing.",
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@@ -176,6 +170,18 @@
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"Three-Tier Context Retrieval (Actix-web, tokio): Async pipeline — Tier 1: MD5 signature match (<50ms), Tier 2: graph-boosted hybrid search with link-distance decay, Tier 3: Obsidian API fallback. Budget-aware assembly drops lower tiers first. Shingle-based Jaccard deduplication (>0.5) prevents redundant chunks.",
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"Hierarchical RBAC (Authentik OIDC, JWT, Kubernetes): Role → AccessRule[] → AccessScope model with project/visibility/owner/group constraints. JWT roles claim maps to YAML rules; AccessGuard.filter_resources() applies post-retrieval filtering. Dual-write indexer (eventual consistency via queue) maintains RBAC-aware views. SOPS/age encryption, ArgoCD deployment."
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]
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},
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{
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"title": "Poimen: Agent Workflow Orchestration",
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"description": "Temporal-powered orchestration that transforms natural language into durable, scalable workflow executions.",
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"longDescription": "LLM router analyzes user intent, retrieves relevant knowledge from semantic memory, and generates executable workflow specs—enabling agent deployment at scale where any activity can be wired as a step in the reconciliation pipeline.",
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"stat": "Temporal, LLM Routing, 9 Composable Activities",
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"highlight": "Natural language → executable WorkflowSpec via reasoning model + memory-augmented context retrieval + durable state machine execution.",
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"bullets": [
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"LLM-Powered Workflow Routing: Natural language → executable WorkflowSpec via reasoning model (api.riotpiao.com). Activity Knowledge Base (9 activities) informs the LLM about timeouts, retry policies, and dependencies—intelligent step ordering and error handling strategies.",
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"Memory-Augmented Context Retrieval: RetrieveMemoryActivity queries poimen-memory (Rust semantic search service) for relevant skills and lessons before routing—injecting domain knowledge into prompts for context-aware workflow generation.",
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"Generic State Machine Executor: RoutingWorkflow executes any JSON workflow spec with JSONPath parameter chaining (${Step1.output.path}), automatic retries for flaky activities, catch blocks for error recovery, and Temporal's durable execution guarantees—every registered activity a composable building block."
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]
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}
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]
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},
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@@ -321,7 +327,7 @@
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"在57+区域发布AWS Distributed-Map服务",
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"在RBC构建多区域基础设施（成本降低40%）",
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"架构生产级家庭实验室：Kubernetes、Kafka、LLM推理",
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"开源项目：go-flink（分布式数据湖仓库）"
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"Poimen: 智能体工作流编排 + 图-RAG记忆系统"
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]
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},
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"educationTitle": "教育背景",
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@@ -386,12 +392,6 @@
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"负责服务oncall——构建CloudWatch仪表盘，编写runbook，实时调试生产问题"
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]
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},
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{
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"title": "开源：go-flink",
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"description": "用Go编写的分布式数据湖仓库框架。",
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"longDescription": "具有流语义和高效处理的容错数据管道。",
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"stat": "公开仓库，活跃中"
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},
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{
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"title": "Poimen记忆系统",
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"description": "具有分层RBAC的分布式图RAG基础设施和维基链接索引。",
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@@ -403,6 +403,18 @@
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"三层上下文检索（Actix-web, tokio）：异步管道——第1层：MD5签名匹配（<50ms），第2层：图增强混合搜索含链接距离衰减，第3层：Obsidian API兜底。预算感知的响应组装优先丢弃低优先层。基于瓦片的Jaccard去重（>0.5）防止冗余块。",
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"分层RBAC（Authentik OIDC、JWT、Kubernetes）：角色→AccessRule[]→AccessScope模型，包含项目/可见性/所有者/组约束。JWT角色声明映射到YAML规则；AccessGuard.filter_resources()应用检索后过滤。双写索引器（通过队列保证最终一致性）维护RBAC感知视图。SOPS/age加密，ArgoCD部署。"
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]
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},
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{
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"title": "Poimen: 智能体工作流编排",
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"description": "Temporal驱动的编排平台，将自然语言转化为持久、可扩展的工作流执行。",
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"longDescription": "LLM路由器分析用户意图，从语义记忆中检索相关知识，生成可执行工作流规格——支持大规模智能体部署，任何活动可作为协调管道的步骤。",
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"stat": "Temporal, LLM路由, 9个可组合活动",
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"highlight": "自然语言 → 可执行WorkflowSpec：推理模型 + 记忆增强上下文检索 + 持久状态机执行。",
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"bullets": [
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"LLM工作流路由：自然语言 → 可执行WorkflowSpec，通过推理模型。活动知识库（9个活动）告知LLM超时、重试策略和依赖关系——智能步骤排序和错误处理策略。",
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"记忆增强上下文检索：RetrieveMemoryActivity查询poimen-memory（Rust语义搜索服务）获取相关技能和经验——将领域知识注入提示词，实现上下文感知的工作流生成。",
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"通用状态机执行器：RoutingWorkflow执行任何JSON工作流规格，支持JSONPath参数链接、自动重试、catch错误恢复和Temporal持久执行保证——每个注册活动都是可组合的构建块。"
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]
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}
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]
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},
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