Endeken Decision Radar

This radar reflects how Endeken makes technical decisions in complex environments. It is not about technology hype, but about contextual decision-making focused on real impact.

ADOPTEXPERIMENT WITH PURPOSEUSE WITH CAUTIONAVOID LONG-TERMARCHITECTURE & ENGINEERINGDATA & INTELLIGENCEPRODUCT & EXPERIENCEOPERATIONS & SCALEEvolutionary ArchitecturesDevOpsContinuous DiscoveryOpenAI API / Anthropic Claude APILangChain/LangGraphPinecone / WeaviateSentence TransformersVercel AI SDKOpenAI Assistants APILangSmith / LangFuseOpenAI Usage TrackingModular MonolithData MeshFinOpsOllamaLlamaIndexChromaDBQdrantUnstructured.ioStreamlitGradioWeights & BiasesMLflowMicroservicesTraditional Centralized BIMetrics StrategyCustom Transformer ArchitecturespgvectorLangChain Agents / AutoGPTKubernetes for AI WorkloadsBig DataContinuous DeploymentPrototypingBuilding Custom Vector DatabasesSelf-hosted LLMs in Production

Select or hover over an item on the radar to see context, risks and decision criteria.

Adopt
Experiment with Purpose
Use with Caution
Avoid Long-Term

The positioning of each item on the radar is based on Endeken's practical experience in real projects. It is not absolute — context, team maturity and business timing influence each decision. Use it as a reference, not as a rule.