{ "content": { "icon": "bi-tag", "id": "the-vocabulary-resolution-mechanism", "intro": "Each resolution mechanism is listed with its definition and the tensions it resolves.", "subsections": [ { "blocks": [ { "entries": [ { "description": "A resolution in which each principle holds whole inside its own scope.", "term": "Definition", "wide": true }, { "description": "[Decentralization / Governance](/records/tension/decentralization-governance), [Autonomy / Governance](/records/tension/autonomy-governance), [Autonomy / Standardization](/records/tension/autonomy-standardization), [Single Source of Truth / Decentralization](/records/tension/decentralization-single-source-of-truth), [Normalization / Query Performance](/records/tension/normalization-query-performance), [Normalization / Denormalized Read Models](/records/tension/denormalized-read-models-normalization), [Database Normalization / Read Performance](/records/tension/database-normalization-read-performance)", "term": "Tensions" } ], "kind": "glossary" } ], "id": "vocabulary-resolution-mechanism-scope-separation", "title": "scope-separation" }, { "blocks": [ { "entries": [ { "description": "A resolution in which an operating point is measured, chosen and written down beside the choice.", "term": "Definition", "wide": true }, { "description": "[Domain-Driven Design (DDD) / Simple CRUD](/records/tension/domain-driven-design-ddd-simple-crud), [Domain Model / Persistence Simplicity](/records/tension/domain-model-persistence-simplicity), [Bounded Context / Cross-Context Reuse](/records/tension/bounded-context-cross-context-reuse), [Context Mapping / Documentation Overhead](/records/tension/context-mapping-documentation-overhead), [Anti-Corruption Layer / Mapping Overhead](/records/tension/anti-corruption-layer-mapping-overhead), [Explicit Boundaries / Cross-Cutting Concerns](/records/tension/cross-cutting-concerns-explicit-boundaries), [Aggregate / Aggregate Size](/records/tension/aggregate-aggregate-size), [Value Object / Object Count](/records/tension/object-count-value-object), [Entity / Value Object](/records/tension/entity-value-object), [Domain Service / Aggregate](/records/tension/aggregate-domain-service), [Runtime Discovery / Predictability](/records/tension/predictability-runtime-discovery), [Runtime Discovery / Static Analysis](/records/tension/runtime-discovery-static-analysis), [Runtime Discovery / Startup Cost](/records/tension/runtime-discovery-startup-cost), [Service Discovery / Operational Complexity](/records/tension/operational-complexity-service-discovery), [Dynamic Binding / Static Safety](/records/tension/dynamic-binding-static-safety), [Dynamic Binding / Predictability](/records/tension/dynamic-binding-predictability), [Dynamic Binding / Debugging](/records/tension/debugging-dynamic-binding), [Dynamic Dispatch / Traceability](/records/tension/dynamic-dispatch-traceability), [Runtime Extensibility / Predictability](/records/tension/predictability-runtime-extensibility), [Runtime Extensibility / Security](/records/tension/runtime-extensibility-security), [Causality / Parallelism](/records/tension/causality-parallelism), [Causal Consistency / Latency/Availability](/records/tension/causal-consistency-latency-availability), [Happens-Before Relationship / Parallel Execution](/records/tension/happens-before-relationship-parallel-execution), [Event Ordering / Throughput](/records/tension/event-ordering-throughput), [Causal Dependency / Graph Complexity](/records/tension/causal-dependency-graph-complexity), [Dependency Graph / Dynamic Loading](/records/tension/dependency-graph-dynamic-loading), [Directed Acyclic Graph (DAG) / Bidirectional Collaboration](/records/tension/bidirectional-collaboration-directed-acyclic-graph-dag), [Vector Clocks / Metadata Size](/records/tension/metadata-size-vector-clocks), [Lamport Clocks / No Concurrent Causality Distinction](/records/tension/lamport-clocks-no-concurrent-causality-distinction), [Hybrid Logical Clocks / Clock Skew](/records/tension/clock-skew-hybrid-logical-clocks), [CRDTs / Metadata Overhead](/records/tension/crdts-metadata-overhead), [CRDTs / Last-Write-Wins Overwrite](/records/tension/crdts-last-write-wins-overwrite), [Total-Order Broadcast / Latency](/records/tension/latency-total-order-broadcast), [CAP Theorem / Latency](/records/tension/cap-theorem-latency), [PACELC Theorem / Throughput](/records/tension/pacelc-theorem-throughput), [Design by Contract / Development Speed](/records/tension/design-by-contract-development-speed), [Explicit Contracts / Rapid Prototyping](/records/tension/explicit-contracts-rapid-prototyping), [Stable Interfaces / Evolution Speed](/records/tension/evolution-speed-stable-interfaces), [Interface-Based Design / Interface Overuse](/records/tension/interface-based-design-interface-overuse), [Contract-First Design / Iteration Speed](/records/tension/contract-first-design-iteration-speed), [API Contract / Evolution](/records/tension/api-contract-evolution), [Service Contract / Distributed Evolution](/records/tension/distributed-evolution-service-contract), [Data Contract / Flexible Ingestion](/records/tension/data-contract-flexible-ingestion), [Schema Contract / Schema Flexibility](/records/tension/schema-contract-schema-flexibility), [Semantic Contracts / Cross-Domain Translation](/records/tension/cross-domain-translation-semantic-contracts), [Preconditions / Permissive APIs](/records/tension/permissive-apis-preconditions), [Postconditions / Runtime Cost](/records/tension/postconditions-runtime-cost), [Invariant / Flexibility](/records/tension/flexibility-invariant), [Backward Compatibility / Cleanup / Simplification](/records/tension/backward-compatibility-cleanup-simplification), [Forward Compatibility / Strong Validation](/records/tension/forward-compatibility-strong-validation), [Versioning / Version Sprawl](/records/tension/version-sprawl-versioning), [Protocol Compatibility / Protocol Optimization](/records/tension/protocol-compatibility-protocol-optimization), [Interoperability / Domain-Specific Optimization](/records/tension/domain-specific-optimization-interoperability), [Uniform Interface / Specialized Endpoints](/records/tension/specialized-endpoints-uniform-interface), [Consumer-Driven Contracts / Provider Autonomy](/records/tension/consumer-driven-contracts-provider-autonomy), [Control Plane / Availability](/records/tension/availability-control-plane), [Orchestration / Centralized Coordinator Coupling](/records/tension/centralized-coordinator-coupling-orchestration), [Centralized Configuration / Central Dependency Risk](/records/tension/central-dependency-risk-centralized-configuration), [Centralized Authentication / Identity Provider Availability](/records/tension/centralized-authentication-identity-provider-availability), [Centralized Logging / Cost/Personal Data Exposure](/records/tension/centralized-logging-cost-personal-data-exposure), [Decentralization / Consistency](/records/tension/consistency-decentralization), [Leader Election / Availability](/records/tension/availability-leader-election), [Consensus / Latency](/records/tension/consensus-latency), [Consensus / Availability](/records/tension/availability-consensus), [Choreography / Traceability](/records/tension/choreography-traceability), [Determinism / Runtime Adaptivity](/records/tension/determinism-runtime-adaptivity), [Predictability / Dynamic Runtime Behavior](/records/tension/dynamic-runtime-behavior-predictability), [Referential Transparency / Stateful IO](/records/tension/referential-transparency-stateful-io), [Pure Functions / Stateful Operations](/records/tension/pure-functions-stateful-operations), [Immutability / Allocation Cost](/records/tension/allocation-cost-immutability), [Reproducibility / Continuous Updates](/records/tension/continuous-updates-reproducibility), [Repeatability / Real-World Variability](/records/tension/real-world-variability-repeatability), [Correctness / Delivery Speed](/records/tension/correctness-delivery-speed), [Formal Verification / Cost/Complexity](/records/tension/cost-complexity-formal-verification), [Specification-Based Testing / Spec Maintenance](/records/tension/spec-maintenance-specification-based-testing), [Property-Based Testing / Shrinking/Debug Complexity](/records/tension/property-based-testing-shrinking-debug-complexity), [Static Analysis / False Positives](/records/tension/false-positives-static-analysis), [Testability / Encapsulation Extremes](/records/tension/encapsulation-extremes-testability), [Validation / Iteration Speed](/records/tension/iteration-speed-validation), [Verification / Cost](/records/tension/cost-verification), [Portability / Platform Optimization](/records/tension/platform-optimization-portability), [Platform Independence / Native Optimization](/records/tension/native-optimization-platform-independence), [Environment Parity / Cost](/records/tension/cost-environment-parity), [Containerization / Image Complexity](/records/tension/containerization-image-complexity), [Infrastructure as Code / Tooling Complexity](/records/tension/infrastructure-as-code-tooling-complexity), [Standards Compliance / Innovation/Flexibility](/records/tension/innovation-flexibility-standards-compliance), [Protocol Independence / Protocol-Specific Features](/records/tension/protocol-independence-protocol-specific-features), [Configuration Externalization / Config Sprawl](/records/tension/config-sprawl-configuration-externalization), [Immutable Infrastructure / Deploy Time](/records/tension/deploy-time-immutable-infrastructure), [Single Responsibility Principle (SRP) / Excessive Fragmentation](/records/tension/excessive-fragmentation-single-responsibility-principle-srp), [Separation of Concerns / Over-Layering](/records/tension/over-layering-separation-of-concerns), [Do Not Repeat Yourself (DRY) / Simplicity](/records/tension/do-not-repeat-yourself-dry-simplicity), [High Cohesion / Over-Specialization](/records/tension/high-cohesion-over-specialization), [Low Coupling / Runtime Indirection](/records/tension/low-coupling-runtime-indirection), [Encapsulation / Debuggability](/records/tension/debuggability-encapsulation), [Information Hiding / Observability](/records/tension/information-hiding-observability), [Abstraction / Simplicity](/records/tension/abstraction-simplicity), [Modularity / Cross-Cutting Concerns](/records/tension/cross-cutting-concerns-modularity), [Composability / Performance Overhead](/records/tension/composability-performance-overhead), [Composition Over Inheritance / Simplicity for Trivial Reuse](/records/tension/composition-over-inheritance-simplicity-for-trivial-reuse), [Reusability / YAGNI](/records/tension/reusability-yagni), [Reusability / Over-Generalization](/records/tension/over-generalization-reusability), [Replaceability / Deep Optimization](/records/tension/deep-optimization-replaceability), [Interchangeability / Specialized Optimization](/records/tension/interchangeability-specialized-optimization), [Independence / Coordination Cost](/records/tension/coordination-cost-independence), [Autonomy / Global Consistency](/records/tension/autonomy-global-consistency), [Interface Segregation Principle (ISP) / Interface Proliferation](/records/tension/interface-proliferation-interface-segregation-principle-isp), [Dependency Inversion Principle (DIP) / Runtime Indirection](/records/tension/dependency-inversion-principle-dip-runtime-indirection), [Open/Closed Principle (OCP) / Simplicity](/records/tension/open-closed-principle-ocp-simplicity), [Liskov Substitution Principle (LSP) / Narrow Specialized Behavior](/records/tension/liskov-substitution-principle-lsp-narrow-specialized-behavior), [Polymorphism / Traceability](/records/tension/polymorphism-traceability), [Event-Driven Architecture / Debuggability](/records/tension/debuggability-event-driven-architecture), [Event-Driven Architecture / Strong Consistency](/records/tension/event-driven-architecture-strong-consistency), [Publish/Subscribe Pattern / Delivery Ordering](/records/tension/delivery-ordering-publish-subscribe-pattern), [Message Queue / Latency](/records/tension/latency-message-queue), [Message Broker / Operational Dependency](/records/tension/message-broker-operational-dependency), [Event Bus / Event Storm / Traceability](/records/tension/event-bus-event-storm-traceability), [Event Stream / Storage Volume](/records/tension/event-stream-storage-volume), [Event Sourcing / Query Complexity](/records/tension/event-sourcing-query-complexity), [Command Query Responsibility Segregation (CQRS) / Eventual Consistency](/records/tension/command-query-responsibility-segregation-cqrs-eventual-consistency), [Domain Events / Event Granularity](/records/tension/domain-events-event-granularity), [Integration Events / Duplication with Domain Events](/records/tension/duplication-with-domain-events-integration-events), [Asynchronous Communication / Immediate Consistency](/records/tension/asynchronous-communication-immediate-consistency), [Eventual Consistency / User Expectations](/records/tension/eventual-consistency-user-expectations), [Eventual Consistency / Strong Immediate Consistency](/records/tension/eventual-consistency-strong-immediate-consistency), [Saga Pattern / Workflow Complexity](/records/tension/saga-pattern-workflow-complexity), [Outbox Pattern / Relay Complexity](/records/tension/outbox-pattern-relay-complexity), [Compensating Transaction / Business Complexity](/records/tension/business-complexity-compensating-transaction), [Append-Only Log / Storage Growth](/records/tension/append-only-log-storage-growth), [Dead-Letter Queue / Operational Overhead](/records/tension/dead-letter-queue-operational-overhead), [Idempotent Consumer / State Overhead](/records/tension/idempotent-consumer-state-overhead), [Competing Consumers / Ordering](/records/tension/competing-consumers-ordering), [Defensive Programming / Verbosity](/records/tension/defensive-programming-verbosity), [Fail Fast / Graceful Degradation](/records/tension/fail-fast-graceful-degradation), [Fail Safe / Availability](/records/tension/availability-fail-safe), [Fail Secure / Availability](/records/tension/availability-fail-secure), [Graceful Degradation / Consistency / Feature Completeness](/records/tension/consistency-feature-completeness-graceful-degradation), [Fault Tolerance / Cost](/records/tension/cost-fault-tolerance), [Resilience / Complexity](/records/tension/complexity-resilience), [Robustness Principle / Strict Validation](/records/tension/robustness-principle-strict-validation), [Error Handling / Simplicity](/records/tension/error-handling-simplicity), [Error Boundaries / Hidden Errors](/records/tension/error-boundaries-hidden-errors), [Fallback Pattern / Stale/Reduced Results](/records/tension/fallback-pattern-stale-reduced-results), [Retry Pattern / Load Amplification](/records/tension/load-amplification-retry-pattern), [Timeout Pattern / Slow Operation Tolerance](/records/tension/slow-operation-tolerance-timeout-pattern), [Circuit Breaker Pattern / Availability of Degraded Dependency](/records/tension/availability-of-degraded-dependency-circuit-breaker-pattern), [Bulkhead Pattern / Resource Utilization](/records/tension/bulkhead-pattern-resource-utilization), [Backpressure / Throughput](/records/tension/backpressure-throughput), [Assessment / Time Cost](/records/tension/assessment-time-cost), [Architecture Review / Delivery Speed](/records/tension/architecture-review-delivery-speed), [Design Review / Iteration Speed](/records/tension/design-review-iteration-speed), [Code Review / Throughput](/records/tension/code-review-throughput), [Impact Analysis / Analysis Overhead](/records/tension/analysis-overhead-impact-analysis), [Gap Analysis / Time Cost](/records/tension/gap-analysis-time-cost), [Fitness Functions / Rule Maintenance](/records/tension/fitness-functions-rule-maintenance), [Quality Attributes / Competing Attributes](/records/tension/competing-attributes-quality-attributes), [Architecture Decision Records (ADR) / Documentation Maintenance](/records/tension/architecture-decision-records-adr-documentation-maintenance), [Evolutionary Architecture / Governance Discipline](/records/tension/evolutionary-architecture-governance-discipline), [Minimum Viable Architecture / Future Scalability](/records/tension/future-scalability-minimum-viable-architecture), [Greenfield Development / Unknown Requirements](/records/tension/greenfield-development-unknown-requirements), [Greenfield Development / Legacy Constraints](/records/tension/greenfield-development-legacy-constraints), [First-Principles Design / Reuse of Established Patterns](/records/tension/first-principles-design-reuse-of-established-patterns), [Reference Architecture / Team Autonomy](/records/tension/reference-architecture-team-autonomy), [Pattern Consistency / Local Optimization](/records/tension/local-optimization-pattern-consistency), [Architectural Consistency / Local Autonomy](/records/tension/architectural-consistency-local-autonomy), [Standardization / Innovation/Autonomy](/records/tension/innovation-autonomy-standardization), [Self-Describing Architecture / Metadata Drift](/records/tension/metadata-drift-self-describing-architecture), [Self-Describing API / Payload Verbosity](/records/tension/payload-verbosity-self-describing-api), [Self-Describing Structures / Size Overhead](/records/tension/self-describing-structures-size-overhead), [Metadata-Driven Design / Debuggability](/records/tension/debuggability-metadata-driven-design), [Declarative Configuration / Dynamic Complexity](/records/tension/declarative-configuration-dynamic-complexity), [Convention over Configuration / Explicitness](/records/tension/convention-over-configuration-explicitness), [Capability Declaration / Declaration Drift](/records/tension/capability-declaration-declaration-drift), [Manifest-Based Design / Manifest Drift](/records/tension/manifest-based-design-manifest-drift), [Homoiconicity / Readability](/records/tension/homoiconicity-readability), [Code as Data / Safety/Debuggability](/records/tension/code-as-data-safety-debuggability), [Metaprogramming / Debuggability](/records/tension/debuggability-metaprogramming), [Metaprogramming / Static Analysis](/records/tension/metaprogramming-static-analysis), [Metaprogramming / Explicit Handwritten Code](/records/tension/explicit-handwritten-code-metaprogramming), [Reflection / Performance/Safety](/records/tension/performance-safety-reflection), [Reflection / Static Analysis](/records/tension/reflection-static-analysis), [Introspection / Encapsulation](/records/tension/encapsulation-introspection), [Compile-Time Evaluation / Build Complexity](/records/tension/build-complexity-compile-time-evaluation), [Compile-Time Evaluation / Runtime Dynamic Evaluation](/records/tension/compile-time-evaluation-runtime-dynamic-evaluation), [Runtime Code Generation / Security/Debugging](/records/tension/runtime-code-generation-security-debugging), [Runtime Code Generation / Static Safety](/records/tension/runtime-code-generation-static-safety), [Domain-Specific Language (DSL) / Tooling/Maintenance](/records/tension/domain-specific-language-dsl-tooling-maintenance), [Language-Oriented Programming / Toolchain Complexity](/records/tension/language-oriented-programming-toolchain-complexity), [Language-Oriented Programming / One-Size General-Purpose Code](/records/tension/language-oriented-programming-one-size-general-purpose-code), [Artificial Intelligence Architecture / Determinism](/records/tension/artificial-intelligence-architecture-determinism), [Artificial Intelligence Architecture / Explainability](/records/tension/artificial-intelligence-architecture-explainability), [Machine Learning Architecture / Experimentation Speed](/records/tension/experimentation-speed-machine-learning-architecture), [Model Governance / Experiment Velocity](/records/tension/experiment-velocity-model-governance), [Model Evaluation / Metric Completeness](/records/tension/metric-completeness-model-evaluation), [Model Inference / Latency/Cost](/records/tension/latency-cost-model-inference), [Retrieval-Augmented Generation (RAG) / Retrieval Quality/Latency](/records/tension/retrieval-augmented-generation-rag-retrieval-quality-latency), [Vector Search / Explainability/Recall](/records/tension/explainability-recall-vector-search), [Knowledge Graphs / Curation Cost](/records/tension/curation-cost-knowledge-graphs), [Explainability / Model Complexity](/records/tension/explainability-model-complexity), [Model Safety / Capability/Utility](/records/tension/capability-utility-model-safety), [Prompt Engineering / Robustness](/records/tension/prompt-engineering-robustness), [Model Drift Monitoring / Monitoring Cost](/records/tension/model-drift-monitoring-monitoring-cost), [Agentic Architecture / Determinism](/records/tension/agentic-architecture-determinism), [Observability / Cost/Noise](/records/tension/cost-noise-observability), [Logging / Noise/Personal Data Leakage](/records/tension/logging-noise-personal-data-leakage), [Monitoring / Alert Noise](/records/tension/alert-noise-monitoring), [Alerting / Alert Fatigue](/records/tension/alert-fatigue-alerting), [Auditability / Storage/Privacy](/records/tension/auditability-storage-privacy), [Audit Logging / Privacy](/records/tension/audit-logging-privacy), [Traceability / Metadata Propagation Overhead](/records/tension/metadata-propagation-overhead-traceability), [Correlation ID / Header/Metadata Management](/records/tension/correlation-id-header-metadata-management), [Causation ID / Metadata Verbosity](/records/tension/causation-id-metadata-verbosity), [Distributed Tracing / Overhead/Sampling](/records/tension/distributed-tracing-overhead-sampling), [SLO/SLI / Feature Velocity](/records/tension/feature-velocity-slo-sli), [Dashboards / Dashboard Sprawl](/records/tension/dashboard-sprawl-dashboards), [Strategy Pattern / Class Count](/records/tension/class-count-strategy-pattern), [Template Method Pattern / Inheritance Coupling](/records/tension/inheritance-coupling-template-method-pattern), [Observer Pattern / Ordering](/records/tension/observer-pattern-ordering), [Observer Pattern / Debuggability](/records/tension/debuggability-observer-pattern), [Mediator Pattern / Mediator God Object](/records/tension/mediator-god-object-mediator-pattern), [Command Pattern / Simplicity](/records/tension/command-pattern-simplicity), [State Pattern / Class Proliferation](/records/tension/class-proliferation-state-pattern), [Chain of Responsibility Pattern / Traceability](/records/tension/chain-of-responsibility-pattern-traceability), [Iterator Pattern / Simplicity](/records/tension/iterator-pattern-simplicity), [Visitor Pattern / Element Stability](/records/tension/element-stability-visitor-pattern), [Memento Pattern / Memory Footprint](/records/tension/memento-pattern-memory-footprint), [Null Object Pattern / Silent No-Op Risk](/records/tension/null-object-pattern-silent-no-op-risk), [Finite State Machine / State Explosion](/records/tension/finite-state-machine-state-explosion), [Statecharts / Tooling Complexity](/records/tension/statecharts-tooling-complexity), [Factory Pattern / Simplicity](/records/tension/factory-pattern-simplicity), [Factory Method Pattern / Inheritance Complexity](/records/tension/factory-method-pattern-inheritance-complexity), [Abstract Factory Pattern / Boilerplate](/records/tension/abstract-factory-pattern-boilerplate), [Builder Pattern / Boilerplate](/records/tension/boilerplate-builder-pattern), [Prototype Pattern / Copy Semantics](/records/tension/copy-semantics-prototype-pattern), [Singleton Pattern / Testability](/records/tension/singleton-pattern-testability), [Singleton Pattern / Dependency Injection](/records/tension/dependency-injection-singleton-pattern), [Adapter Pattern / Mapping Overhead](/records/tension/adapter-pattern-mapping-overhead), [Facade Pattern / Over-Centralization](/records/tension/facade-pattern-over-centralization), [Proxy Pattern / Transparency / Debugging](/records/tension/proxy-pattern-transparency-debugging), [Bridge Pattern / Indirection](/records/tension/bridge-pattern-indirection), [Decorator Pattern / Stack Debugging](/records/tension/decorator-pattern-stack-debugging), [Composite Pattern / Type Safety](/records/tension/composite-pattern-type-safety), [Flyweight Pattern / Complexity](/records/tension/complexity-flyweight-pattern), [Scalability / Simplicity](/records/tension/scalability-simplicity), [Scalability / Consistency](/records/tension/consistency-scalability), [Horizontal Scaling / Distributed Coordination](/records/tension/distributed-coordination-horizontal-scaling), [Vertical Scaling / Cost/Limit](/records/tension/cost-limit-vertical-scaling), [Elasticity / Warm-Up Latency](/records/tension/elasticity-warm-up-latency), [Load Balancing / Session Affinity](/records/tension/load-balancing-session-affinity), [Sharding / Cross-Shard Queries](/records/tension/cross-shard-queries-sharding), [Partitioning / Rebalancing Complexity](/records/tension/partitioning-rebalancing-complexity), [Caching / Consistency](/records/tension/caching-consistency), [Caching / Always-Fresh Reads](/records/tension/always-fresh-reads-caching), [Statelessness / State Access Latency](/records/tension/state-access-latency-statelessness), [Concurrency / Complexity](/records/tension/complexity-concurrency), [Parallelism / Coordination Overhead](/records/tension/coordination-overhead-parallelism), [Throughput / Latency](/records/tension/latency-throughput), [Latency / Throughput/Batching](/records/tension/latency-throughput-batching), [Performance Engineering / Maintainability](/records/tension/maintainability-performance-engineering), [Algorithmic Efficiency / Implementation Simplicity](/records/tension/algorithmic-efficiency-implementation-simplicity), [Time Complexity / Space Complexity](/records/tension/space-complexity-time-complexity), [Big O Notation / Constant-Factor Practicality](/records/tension/big-o-notation-constant-factor-practicality), [Optimization / Readability/Maintainability](/records/tension/optimization-readability-maintainability), [Profiling / Measurement Overhead](/records/tension/measurement-overhead-profiling), [Benchmarking / Environment Drift](/records/tension/benchmarking-environment-drift), [Bottleneck Analysis / Distributed Complexity](/records/tension/bottleneck-analysis-distributed-complexity), [Resource Utilization / Over-Provisioning](/records/tension/over-provisioning-resource-utilization), [Rate Limiting / User Experience](/records/tension/rate-limiting-user-experience), [Memory Efficiency / CPU Cost](/records/tension/cpu-cost-memory-efficiency), [CDN / Edge Caching / Cache Invalidation](/records/tension/cache-invalidation-cdn-edge-caching), [Read Replica / Read-Your-Writes Consistency](/records/tension/read-replica-read-your-writes-consistency), [Queuing Theory / Model Assumptions](/records/tension/model-assumptions-queuing-theory), [Streaming Architecture / Ordering/State](/records/tension/ordering-state-streaming-architecture), [Streaming Architecture / Batch-Only Processing](/records/tension/batch-only-processing-streaming-architecture), [Single-Pass Processing / Global Optimization](/records/tension/global-optimization-single-pass-processing), [Single-Pass Processing / Multi-Pass Full Materialization](/records/tension/multi-pass-full-materialization-single-pass-processing), [Pipeline Architecture / Error Propagation/Debugging](/records/tension/error-propagation-debugging-pipeline-architecture), [Lazy Evaluation / Debuggability/Resource Lifetime](/records/tension/debuggability-resource-lifetime-lazy-evaluation), [Lazy Evaluation / Eager Full Materialization](/records/tension/eager-full-materialization-lazy-evaluation), [Sequential Access / Lookup Performance](/records/tension/lookup-performance-sequential-access), [Sequential Access / Random Access Requirement](/records/tension/random-access-requirement-sequential-access), [Forward-Only Processing / Complex Grammar/Global State](/records/tension/complex-grammar-global-state-forward-only-processing), [Forward-Only Processing / Backtracking Algorithm](/records/tension/backtracking-algorithm-forward-only-processing), [Dataflow Architecture / State Coordination](/records/tension/dataflow-architecture-state-coordination), [Stateless Processing / Stateful Business Rules](/records/tension/stateful-business-rules-stateless-processing), [Windowing / Late-Data Handling](/records/tension/late-data-handling-windowing), [Fan-out/Fan-in / Coordination Overhead](/records/tension/coordination-overhead-fan-out-fan-in), [Fan-out/Fan-in / Serial Item Processing](/records/tension/fan-out-fan-in-serial-item-processing), [Batch-vs-Stream / Operational Duplication](/records/tension/batch-vs-stream-operational-duplication), [Plugin Architecture / Static Analysis](/records/tension/plugin-architecture-static-analysis), [Plugin Architecture / Security](/records/tension/plugin-architecture-security), [Extension Points / API Surface Growth](/records/tension/api-surface-growth-extension-points), [Inversion of Control (IoC) / Traceability](/records/tension/inversion-of-control-ioc-traceability), [Dependency Injection / Constructor Complexity](/records/tension/constructor-complexity-dependency-injection), [Service Registry / Registry Availability](/records/tension/registry-availability-service-registry), [Registry Pattern / Global State](/records/tension/global-state-registry-pattern), [Service Locator Pattern / Testability](/records/tension/service-locator-pattern-testability), [Service Locator Pattern / Dependency Inversion Principle (DIP)](/records/tension/dependency-inversion-principle-dip-service-locator-pattern), [Service Locator Pattern / Explicit Dependencies](/records/tension/explicit-dependencies-service-locator-pattern), [Feature Toggle / Flag Debt](/records/tension/feature-toggle-flag-debt), [Self-Healing Architecture / Unsafe Automation](/records/tension/self-healing-architecture-unsafe-automation), [Health Checks / False Positives](/records/tension/false-positives-health-checks), [Failover / Consistency](/records/tension/consistency-failover), [Redundancy / Cost](/records/tension/cost-redundancy), [Replication / Consistency Lag](/records/tension/consistency-lag-replication), [Auto-Scaling / Cost/Cold Start](/records/tension/auto-scaling-cost-cold-start), [Auto-Scaling / Fixed Capacity](/records/tension/auto-scaling-fixed-capacity), [Auto-Remediation / Unsafe Automation](/records/tension/auto-remediation-unsafe-automation), [Auto-Remediation / Manual Remediation](/records/tension/auto-remediation-manual-remediation), [Rollback / Data Migration Compatibility](/records/tension/data-migration-compatibility-rollback), [Blue-Green Deployment / Infrastructure Cost](/records/tension/blue-green-deployment-infrastructure-cost), [Canary Deployment / Rollout Complexity](/records/tension/canary-deployment-rollout-complexity), [Chaos Engineering / Production Risk](/records/tension/chaos-engineering-production-risk), [Graceful Shutdown / Shutdown Latency](/records/tension/graceful-shutdown-shutdown-latency), [RAID Redundancy / Write Amplification](/records/tension/raid-redundancy-write-amplification), [Schema Validation / Flexible Input](/records/tension/flexible-input-schema-validation), [Type Safety / Rapid Scripting](/records/tension/rapid-scripting-type-safety), [Canonical Model / Bounded Context Autonomy](/records/tension/bounded-context-autonomy-canonical-model), [Canonical Data Model / Bounded Context Purity](/records/tension/bounded-context-purity-canonical-data-model), [Canonical Data Model / Local Model Autonomy](/records/tension/canonical-data-model-local-model-autonomy), [Canonical Schema / Service-Specific Schemas](/records/tension/canonical-schema-service-specific-schemas), [Canonicalization / Lossless Preservation](/records/tension/canonicalization-lossless-preservation), [Single Source of Truth / Availability](/records/tension/availability-single-source-of-truth), [Semantic Consistency / Polysemy Across Contexts](/records/tension/polysemy-across-contexts-semantic-consistency), [Ubiquitous Language / Cross-Context Terminology](/records/tension/cross-context-terminology-ubiquitous-language), [Intent-Revealing Interface / Concise Naming](/records/tension/concise-naming-intent-revealing-interface), [Principle of Least Surprise / Clever Abstractions](/records/tension/clever-abstractions-principle-of-least-surprise), [Security by Design / Developer Ergonomics](/records/tension/developer-ergonomics-security-by-design), [Defense in Depth / Complexity](/records/tension/complexity-defense-in-depth), [Least Privilege / Operational Convenience](/records/tension/least-privilege-operational-convenience), [Zero Trust Architecture / Latency/Complexity](/records/tension/latency-complexity-zero-trust-architecture), [Secure by Default / Ease of Initial Use](/records/tension/ease-of-initial-use-secure-by-default), [Attack Surface Reduction / Feature Exposure](/records/tension/attack-surface-reduction-feature-exposure), [Threat Modeling / Delivery Speed](/records/tension/delivery-speed-threat-modeling), [Authentication / User Experience](/records/tension/authentication-user-experience), [Authorization / Policy Complexity](/records/tension/authorization-policy-complexity), [Access Control / Usability](/records/tension/access-control-usability), [Role-Based Access Control (RBAC) / Role Explosion](/records/tension/role-based-access-control-rbac-role-explosion), [Attribute-Based Access Control (ABAC) / Policy Complexity](/records/tension/attribute-based-access-control-abac-policy-complexity), [Input Validation / Input Flexibility](/records/tension/input-flexibility-input-validation), [Output Encoding / Formatting Flexibility](/records/tension/formatting-flexibility-output-encoding), [Encryption at Rest / Key Operations](/records/tension/encryption-at-rest-key-operations), [Encryption in Transit / Certificate Management](/records/tension/certificate-management-encryption-in-transit), [Secrets Management / Operational Complexity](/records/tension/operational-complexity-secrets-management), [Privacy by Design / Analytics/Personalization](/records/tension/analytics-personalization-privacy-by-design), [Compliance / Delivery Speed](/records/tension/compliance-delivery-speed), [Governance / Team Velocity](/records/tension/governance-team-velocity), [Policy Enforcement / False Positives](/records/tension/false-positives-policy-enforcement), [Policy as Code / Policy Maintenance](/records/tension/policy-as-code-policy-maintenance), [Risk Management / Speed](/records/tension/risk-management-speed), [Continuous Compliance / Pipeline Complexity](/records/tension/continuous-compliance-pipeline-complexity), [CSRF Protection / Client Complexity](/records/tension/client-complexity-csrf-protection), [Parameterized Queries / Dynamic Query Flexibility](/records/tension/dynamic-query-flexibility-parameterized-queries), [Session Management / User Convenience](/records/tension/session-management-user-convenience), [Ports and Adapters Architecture / Boilerplate](/records/tension/boilerplate-ports-and-adapters-architecture), [Ports and Adapters Architecture / Initial Complexity](/records/tension/initial-complexity-ports-and-adapters-architecture), [Clean Architecture / Boilerplate](/records/tension/boilerplate-clean-architecture), [Layered Architecture / Anemic Layers](/records/tension/anemic-layers-layered-architecture), [Component-Based Architecture / Integration Overhead](/records/tension/component-based-architecture-integration-overhead), [Package by Feature / Shared Technical Concerns](/records/tension/package-by-feature-shared-technical-concerns), [Microservices / Operational Complexity](/records/tension/microservices-operational-complexity), [Microservices / Consistency](/records/tension/consistency-microservices), [Monolith Architecture / Team Autonomy](/records/tension/monolith-architecture-team-autonomy), [Monolith Architecture / Independent Scaling](/records/tension/independent-scaling-monolith-architecture), [Pipes and Filters / End-to-End Traceability](/records/tension/end-to-end-traceability-pipes-and-filters), [Service-Oriented Architecture / Operational Overhead](/records/tension/operational-overhead-service-oriented-architecture), [Space-Based Architecture / Consistency](/records/tension/consistency-space-based-architecture), [Closed Vocabulary / Naming Expressiveness](/records/tension/closed-vocabulary-naming-expressiveness), [Bounded Nesting Depth / Tree Compactness](/records/tension/bounded-nesting-depth-tree-compactness), [Idempotency / State Tracking](/records/tension/idempotency-state-tracking), [Atomicity / Distributed Scalability](/records/tension/atomicity-distributed-scalability), [ACID / Distributed Availability](/records/tension/acid-distributed-availability), [ACID / BASE/Eventual Consistency](/records/tension/acid-base-eventual-consistency), [Transaction Boundary / Large Transaction Scope](/records/tension/large-transaction-scope-transaction-boundary), [Unit of Work Pattern / Repository Complexity](/records/tension/repository-complexity-unit-of-work-pattern), [Consistency / Availability](/records/tension/availability-consistency), [Consistency / Latency](/records/tension/consistency-latency), [Isolation / Throughput](/records/tension/isolation-throughput), [Concurrency Control / Performance](/records/tension/concurrency-control-performance), [Optimistic Locking / Retry Complexity](/records/tension/optimistic-locking-retry-complexity), [Pessimistic Locking / Deadlock Freedom](/records/tension/deadlock-freedom-pessimistic-locking), [Pessimistic Locking / Latency](/records/tension/latency-pessimistic-locking), [Pessimistic Locking / Lock-Free Throughput](/records/tension/lock-free-throughput-pessimistic-locking), [State Isolation / Data Sharing](/records/tension/data-sharing-state-isolation), [Controlled Side Effects / Performance Optimization](/records/tension/controlled-side-effects-performance-optimization), [Petri Nets / Modeling Overhead](/records/tension/modeling-overhead-petri-nets)", "term": "Tensions" } ], "kind": "glossary" } ], "id": "vocabulary-resolution-mechanism-irreducible-tradeoff", "title": "irreducible-tradeoff" }, { "blocks": [ { "entries": [ { 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