Loose Coupling
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-09.)
Loose Coupling is minimize direct dependencies between modules.
14 facts·7 predicates·5 sources·3 in dispute
Mostly:rdf:type(3), enables(3), description(2)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (6)
Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.
containsPrincipleContains Principle(2)
- Key Principles
ex:key-principles - Key Principles Section
ex:key-principles-section
collaborationStyleCollaboration Style(1)
- Conversation
ex:conversation
hasSubPrincipleHas Sub Principle(1)
- Service Boundaries
ex:service-boundaries
mentionsMentions(1)
- Summary
ex:summary
shouldHavePropertyShould Have Property(1)
- Module
ex:module
Other facts (12)
The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.
12 facts
| Predicate | Value | Ref |
|---|---|---|
| Rdf:type | Design Principle | [2] |
| Rdf:type | Design Principle | [3] |
| Rdf:type | Design Principle | [5] |
| Enables | Interface Based Communication | [2] |
| Enables | separate deployment | [4] |
| Enables | Independent Operation | [5] |
| Description | minimize direct dependencies between modules | [2] |
| Description | use interfaces or APIs to communicate between modules | [2] |
| Achieved by | distinct module separation | [1] |
| Requires | Minimized Direct Dependencies | [2] |
| Is Part of | Key Principles Section | [2] |
| Causes | separate deployment | [4] |
Timeline
Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.
—
achievedBybeam/1eb8aa09-e959-4141-bc61-fdce4119df7f
distinct module separation
—
typebeam/e0fef9b6-669d-4599-add1-1e7d8c004ef9
ex:DesignPrinciple
—
labelbeam/e0fef9b6-669d-4599-add1-1e7d8c004ef9
Loose Coupling
—
descriptionbeam/e0fef9b6-669d-4599-add1-1e7d8c004ef9
minimize direct dependencies between modules
—
descriptionbeam/e0fef9b6-669d-4599-add1-1e7d8c004ef9
use interfaces or APIs to communicate between modules
—
requiresbeam/e0fef9b6-669d-4599-add1-1e7d8c004ef9
ex:minimized-direct-dependencies
—
enablesbeam/e0fef9b6-669d-4599-add1-1e7d8c004ef9
ex:interface-based-communication
—
isPartOfbeam/e0fef9b6-669d-4599-add1-1e7d8c004ef9
ex:key-principles-section
—
typebeam/7afe3ba4-2753-473a-92fc-1a180e3725cc
ex:DesignPrinciple
—
labelbeam/7afe3ba4-2753-473a-92fc-1a180e3725cc
Loose Coupling
—
causesbeam/f2f3a8d6-2738-4f1d-b789-af674a2f50ad
separate deployment
—
enablesbeam/f2f3a8d6-2738-4f1d-b789-af674a2f50ad
separate deployment
—
typebeam/33c9839b-3b1c-437f-a9ad-9d170e8c1ef0
ex:DesignPrinciple
—
enablesbeam/33c9839b-3b1c-437f-a9ad-9d170e8c1ef0
ex:independent-operation
References (5)
5 references
ctx:claims/beam/1eb8aa09-e959-4141-bc61-fdce4119df7f- full textbeam-chunktext/plain1 KB
doc:beam/1eb8aa09-e959-4141-bc61-fdce4119df7fShow excerpt
document_embeddings = vectorization_module.vectorize(documents) # Add the document embeddings to the index indexing_module.add_to_index(document_embeddings) ``` ->-> 4,24 [Turn 4863] Assistant: Certainly! To design a modular architecture …
ctx:claims/beam/e0fef9b6-669d-4599-add1-1e7d8c004ef9- full textbeam-chunktext/plain1 KB
doc:beam/e0fef9b6-669d-4599-add1-1e7d8c004ef9Show excerpt
[Turn 6639] Assistant: Certainly! Separating sparse and dense query modules using a modular design can significantly improve the efficiency and reliability of your system. Here are some insights and examples on how to structure these module…
ctx:claims/beam/7afe3ba4-2753-473a-92fc-1a180e3725cc- full textbeam-chunktext/plain1 KB
doc:beam/7afe3ba4-2753-473a-92fc-1a180e3725ccShow excerpt
sparse_results = await self.sparse_processor.process_query("health_check") dense_results = await self.dense_processor.process_query("health_check") print("Health check passed") except Exception as…
ctx:claims/beam/f2f3a8d6-2738-4f1d-b789-af674a2f50ad- full textbeam-chunktext/plain1 KB
doc:beam/f2f3a8d6-2738-4f1d-b789-af674a2f50adShow excerpt
[Turn 7231] Assistant: Transitioning to a microservices architecture can significantly enhance the scalability and maintainability of your hybrid search APIs, especially when handling high volumes of queries. Here's a step-by-step guide to …
ctx:claims/beam/33c9839b-3b1c-437f-a9ad-9d170e8c1ef0- full textbeam-chunktext/plain1 KB
doc:beam/33c9839b-3b1c-437f-a9ad-9d170e8c1ef0Show excerpt
def __init__(self): pass def tune_embeddings(self, query): # Implement the tuning logic here pass class RetrievalService: def __init__(self): pass def retrieve_embeddings(self, query): …
See also
Keep researching
Missing something or suspicious of what's here? Kick off a research session — a Claude agent will investigate, cite its sources, and file new facts into a dedicated context you can review before accepting into the shared view.