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Engineering Roadmap: Production-Grade LedgerLens Core
area: developer-experienceBuild, packaging, local setup, and contributor workflowsBuild, packaging, local setup, and contributor workflowsdifficulty: advancedRequires senior-level design and implementation experienceRequires senior-level design and implementation experiencepriority: criticalMust be addressed before a production releaseMust be addressed before a production releasestatus: readyScoped and ready for implementationScoped and ready for implementationStellar WaveIssues in the Stellar wave programIssues in the Stellar wave programtype: architectureSystem design or architectural evolutionSystem design or architectural evolutionStatus: Open.#625 In Ledger-Lenz/Ledgerlens-core;Publish an Executable Architecture Guide and Contributor Decision Map
area: developer-experienceBuild, packaging, local setup, and contributor workflowsBuild, packaging, local setup, and contributor workflowsarea: documentationArchitecture, reference, runbooks, and contributor docsArchitecture, reference, runbooks, and contributor docsdifficulty: advancedRequires senior-level design and implementation experienceRequires senior-level design and implementation experiencepriority: mediumImportant planned workImportant planned workstatus: readyScoped and ready for implementationScoped and ready for implementationStellar WaveIssues in the Stellar wave programIssues in the Stellar wave programtype: documentationDocumentation or contributor guidanceDocumentation or contributor guidanceStatus: Open.#624 In Ledger-Lenz/Ledgerlens-core;Verify Exactly-Once Effects Across Streaming Checkpoints, Retries, Reordering, and Backpressure
area: ingestionChain ingestion, streaming, checkpoints, and backpressureChain ingestion, streaming, checkpoints, and backpressurearea: storageDatabases, feature stores, indexes, and persistenceDatabases, feature stores, indexes, and persistencedifficulty: advancedRequires senior-level design and implementation experienceRequires senior-level design and implementation experiencepriority: criticalMust be addressed before a production releaseMust be addressed before a production releasestatus: readyScoped and ready for implementationScoped and ready for implementationtype: architectureSystem design or architectural evolutionSystem design or architectural evolutiontype: testingTest strategy, tooling, or coverageTest strategy, tooling, or coverageStatus: Open.#622 In Ledger-Lenz/Ledgerlens-core;Build a Safe Soroban Contract Deployment, Upgrade, and State-Migration Framework
area: contractsSoroban contracts, proofs, and on-chain publishingSoroban contracts, proofs, and on-chain publishingarea: infrastructureCI/CD, containers, Kubernetes, and release engineeringCI/CD, containers, Kubernetes, and release engineeringdifficulty: advancedRequires senior-level design and implementation experienceRequires senior-level design and implementation experiencepriority: criticalMust be addressed before a production releaseMust be addressed before a production releasestatus: needs-designRequires an approved design before implementationRequires an approved design before implementationtype: architectureSystem design or architectural evolutionSystem design or architectural evolutiontype: securitySecurity, privacy, or abuse-resistance workSecurity, privacy, or abuse-resistance workStatus: Open.#621 In Ledger-Lenz/Ledgerlens-core;Implement Service-Level Objectives, Burn-Rate Alerting, and Traceable Pipeline Health
area: observabilityMetrics, tracing, logging, alerting, and SLOsMetrics, tracing, logging, alerting, and SLOsdifficulty: advancedRequires senior-level design and implementation experienceRequires senior-level design and implementation experiencepriority: highHigh impact; should be scheduled nextHigh impact; should be scheduled nextstatus: readyScoped and ready for implementationScoped and ready for implementationtype: operationsDeployment, reliability, or operational readinessDeployment, reliability, or operational readinessStatus: Open.#620 In Ledger-Lenz/Ledgerlens-core;Create a Typed Startup Preflight and Configuration Compatibility Layer for Every Runtime Mode
area: developer-experienceBuild, packaging, local setup, and contributor workflowsBuild, packaging, local setup, and contributor workflowsarea: infrastructureCI/CD, containers, Kubernetes, and release engineeringCI/CD, containers, Kubernetes, and release engineeringdifficulty: advancedRequires senior-level design and implementation experienceRequires senior-level design and implementation experiencepriority: highHigh impact; should be scheduled nextHigh impact; should be scheduled nextstatus: readyScoped and ready for implementationScoped and ready for implementationtype: architectureSystem design or architectural evolutionSystem design or architectural evolutiontype: technical-debtBounded maintainability or quality improvementBounded maintainability or quality improvementStatus: Open.#619 In Ledger-Lenz/Ledgerlens-core;Standardize API Failure Semantics, Idempotency, Deadlines, and Backpressure Across REST, GraphQL, gRPC, and WebSockets
area: apiREST, GraphQL, gRPC, authentication, and gatewayREST, GraphQL, gRPC, authentication, and gatewaydifficulty: advancedRequires senior-level design and implementation experienceRequires senior-level design and implementation experiencepriority: highHigh impact; should be scheduled nextHigh impact; should be scheduled nextstatus: needs-designRequires an approved design before implementationRequires an approved design before implementationtype: architectureSystem design or architectural evolutionSystem design or architectural evolutionStatus: Open.#618 In Ledger-Lenz/Ledgerlens-core;Design and Validate Backup, Point-in-Time Recovery, and Disaster-Recovery Procedures
area: infrastructureCI/CD, containers, Kubernetes, and release engineeringCI/CD, containers, Kubernetes, and release engineeringarea: storageDatabases, feature stores, indexes, and persistenceDatabases, feature stores, indexes, and persistencedifficulty: advancedRequires senior-level design and implementation experienceRequires senior-level design and implementation experiencepriority: highHigh impact; should be scheduled nextHigh impact; should be scheduled nextstatus: readyScoped and ready for implementationScoped and ready for implementationtype: operationsDeployment, reliability, or operational readinessDeployment, reliability, or operational readinessStatus: Open.#617 In Ledger-Lenz/Ledgerlens-core;Prove End-to-End Tenant Isolation Across APIs, Stores, Caches, Metrics, and Background Workers
area: apiREST, GraphQL, gRPC, authentication, and gatewayREST, GraphQL, gRPC, authentication, and gatewayarea: storageDatabases, feature stores, indexes, and persistenceDatabases, feature stores, indexes, and persistencedifficulty: advancedRequires senior-level design and implementation experienceRequires senior-level design and implementation experiencepriority: criticalMust be addressed before a production releaseMust be addressed before a production releasestatus: needs-designRequires an approved design before implementationRequires an approved design before implementationtype: securitySecurity, privacy, or abuse-resistance workSecurity, privacy, or abuse-resistance worktype: testingTest strategy, tooling, or coverageTest strategy, tooling, or coverageStatus: Open.#616 In Ledger-Lenz/Ledgerlens-core;Establish Reproducible Dataset-to-Model Lineage and Risk-Based Promotion Gates
area: detectionFraud detection, scoring, graph, and statistical enginesFraud detection, scoring, graph, and statistical enginesarea: machine-learningTraining, inference, evaluation, and model lifecycleTraining, inference, evaluation, and model lifecycledifficulty: advancedRequires senior-level design and implementation experienceRequires senior-level design and implementation experiencepriority: criticalMust be addressed before a production releaseMust be addressed before a production releasestatus: needs-designRequires an approved design before implementationRequires an approved design before implementationtype: architectureSystem design or architectural evolutionSystem design or architectural evolutionStatus: Open.#615 In Ledger-Lenz/Ledgerlens-core;Implement the pgvector Embedding Backend with Online Migration and Recall/Latency Parity Gates
area: machine-learningTraining, inference, evaluation, and model lifecycleTraining, inference, evaluation, and model lifecyclearea: storageDatabases, feature stores, indexes, and persistenceDatabases, feature stores, indexes, and persistencedifficulty: advancedRequires senior-level design and implementation experienceRequires senior-level design and implementation experiencepriority: mediumImportant planned workImportant planned workstatus: readyScoped and ready for implementationScoped and ready for implementationtype: featureNew user-facing or platform capabilityNew user-facing or platform capabilitytype: performanceLatency, throughput, memory, or scaling workLatency, throughput, memory, or scaling workStatus: Open.#614 In Ledger-Lenz/Ledgerlens-core;Build a Reorg-Safe Cross-Chain Correlation Pipeline for Stellar, EVM, and Solana Activity
area: cross-chainCross-chain adapters, identity linking, and correlationCross-chain adapters, identity linking, and correlationarea: ingestionChain ingestion, streaming, checkpoints, and backpressureChain ingestion, streaming, checkpoints, and backpressuredifficulty: advancedRequires senior-level design and implementation experienceRequires senior-level design and implementation experiencepriority: highHigh impact; should be scheduled nextHigh impact; should be scheduled nextstatus: needs-designRequires an approved design before implementationRequires an approved design before implementationtype: architectureSystem design or architectural evolutionSystem design or architectural evolutiontype: featureNew user-facing or platform capabilityNew user-facing or platform capabilityStatus: Open.#613 In Ledger-Lenz/Ledgerlens-core;