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Engineering knowledge system

Hafıza

Engineering infrastructure

Organizes BPM engineering rules, concepts and source relationships in a knowledge repository. Development tasks can retrieve relevant context through files and MCP tools.

Information foundation
Technical rules, concepts and examples
Operational outcome
Traceable development knowledge
Human responsibility
Knowledge scope and source verification

Inside the application

Application workflow

Selected use cases, source information and operational outputs.

Find knowledge through its relationships

Form, field, process and validation rules are organized into concepts and relationships.

HafızaScenario / 01
Interface conceptSchematic example

Engineering knowledge

Technical rule
Concept
Relationship
Source example

Connections represent shared sources or relationships, not sequential processing steps.

Decision boundary

Knowledge scope and source verification

  • Technical rules, concepts and examples
OutputTraceable development knowledge

Keep organization-specific settings separate

Shared engineering rules are separated from installation values.

HafızaScenario / 02
Interface conceptSchematic example

Knowledge boundaries

Organization boundary
Shared rules
Deployment values
Access and ownership
Project context
Source verification
Decision boundary

Knowledge scope and source verification

  • Technical rules, concepts and examples
OutputTraceable development knowledge

Knowledge that tools can use

The knowledge vault is accessible through files or MCP.

HafızaScenario / 03
Interface conceptSchematic example

Task-scoped access

Development task
Knowledge vaultMCP access
Relevant skill
Decision boundary

Knowledge scope and source verification

  • Technical rules, concepts and examples
OutputTraceable development knowledge

Application approach

Scope and operating approach.

The scope, operating approach and boundaries of this work.

01

Find knowledge through its relationships

Form, field, process and validation rules are organized into concepts and relationships. Each piece of knowledge links to its technical source.

02

Keep organization-specific settings separate

Shared engineering rules are separated from installation values. Database, user and brand settings come from the project context.

03

Knowledge that tools can use

The knowledge vault is accessible through files or MCP. Defined development skills bring relevant rules together for a task.

In everyday work

Connecting engineering knowledge to a task

A BPM change requires more than finding sample code. Engineers need the form, field and process rules behind it. Hafıza organizes technical knowledge through concepts and source relationships.

Hafıza / Working modelIllustrative use · no real customer data
HafızaInterface design concept
Engineering knowledge system

Connecting engineering knowledge to a task

Fictional sample data
01Concept index
Technical rules, concepts and examples
ConceptForm validation
Linked knowledgeField · step · permission
SourceTechnical rule and example
02Rule relationships
Form validation
Technical ruleSource-linked record / 01
Concept and exampleSource-linked record / 02
Project contextSource-linked record / 03
03Task context
Illustrative review state

Knowledge scope and source verification

Developers or production tools retrieve the related rules needed for a task. File and MCP access can return to the same underlying source.

OutputTraceable development knowledge
Use the numbered areas to read component explanations. This is a product design concept; available scope follows the development status above.
Concept index

Find knowledge through its relationships

This component shows incoming information together with its identity and provenance. Rules, examples and concepts link to technical evidence. Shared platform knowledge stays separate from project-specific settings.

Rule relationships

Keep organization-specific settings separate

This component explains how records are reviewed rather than displaying a result in isolation. Developers or production tools retrieve the related rules needed for a task. File and MCP access can return to the same underlying source.

Task context

Knowledge that tools can use

This component distinguishes the user’s decision from the next work record. The information supplied to a task is reviewed for scope. Database, user or brand settings are not carried into another project as general engineering rules.

The whole operation

Information, decisions and outcomes stay connected.

These distinctions show the information the application receives, where it needs the user and what it leaves for the next operation.

Starting information
Technical rules, concepts and examples
Human decision
Knowledge scope and source verification
Resulting structure
Traceable development knowledge

How do we assess its impact?

These are evaluation dimensions, not measured performance results. Comparisons use the same task types, data scope and human-review conditions.

  • Rule provenance
  • Task information coverage
  • Project-specific data separation

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