Incident Response Interface Using Resource Embeddings and Impact Values

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Solution Overview

Problem

Existing software development systems lack the ability to efficiently, dynamically, and reliably manage development resource reference units and technology operations incident events, leading to inefficient enterprise operations in agile environments.

Innovation Solution

Implement a development resource and technology operations system that generates development resource reference unit impact values, embedding vectors, and responsive directions, enabling automatic evaluation and action initiation based on impact values.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Productivity

If traditional software development systems are used to manage development resource reference units and technology operations incident events, then system simplicity is maintained, but operational efficiency and reliability deteriorate

Engineering Contradiction:

Improveoperational efficiencyVSAvoidsystem complexity

Core Design Contradiction:

ProductivityVSDevice complexity

Solution Approach 1:

The system segments development resources into discrete reference units with unique identifiers, embedding vectors, and structured data representations. This segmentation enables efficient individual management and retrieval of resource units while maintaining overall system organization and scalability.

Inventive Principle:

Principle #1Segmentation

Solution Approach 2:

The patent introduces an intermediary processing layer that automatically evaluates development resource reference units, generates impact values, and initiates actions based on predefined criteria. This intermediary layer handles the complexity of resource management internally, presenting a simplified interface to users while maintaining high operational efficiency.

Inventive Principle:

Principle #24Intermediary (Mediator)

2Extent of automation

If manual management of development resources and incident events is used, then system complexity is low, but automation extent and reliability deteriorate

Engineering Contradiction:

Improveautomation levelVSAvoidsystem complexity

Core Design Contradiction:

Extent of automationVSDevice complexity

Solution Approach 1:

The system implements self-service capabilities where development resource reference units are automatically evaluated, impact values are computed, and actions are initiated without manual intervention. The system autonomously processes incident events, generates responses, and updates resource states based on predefined rules and machine learning models.

Inventive Principle:

Principle #25Self-service

Solution Approach 2:

The patent incorporates feedback mechanisms where the system continuously monitors resource usage, incident responses, and system performance. This feedback is used to refine impact evaluations, improve automated decision-making, and enhance overall system reliability through iterative optimization.

Inventive Principle:

Principle #23Feedback

3Adaptability or versatility

If static resource management is used, then system simplicity is maintained, but adaptability and responsiveness to incident events deteriorate

Engineering Contradiction:

Improvesystem adaptabilityVSAvoidsystem complexity

Core Design Contradiction:

Adaptability or versatilityVSDevice complexity

Solution Approach 1:

The system dynamically adapts to changing conditions by automatically adjusting resource allocations, generating real-time impact evaluations, and responding to incident events as they occur. Development resource reference units can be created, modified, or deprecated based on current system state and incident requirements.

Inventive Principle:

Principle #15Dynamics

Solution Approach 2:

The patent utilizes parameter changes in embedding vectors and impact values to represent different resource states and incident severities. By dynamically adjusting these parameters based on incident characteristics and resource usage patterns, the system achieves high adaptability while maintaining structured data management.

Inventive Principle:

Principle #35Parameter changes

Data Source

PatentUS20260003614A1Apparatus, method, and computer program product for outputting a development resource reference unit impact interface component to a development resource reference unit interface and outputting a technology operations incident event response interface component to a technology operations incident event response interface

Publication Date: 2026.01.01 ATLASSIAN PTY LTD

AI summary

Apparatus, methods, and computer program products for outputting a technology operations incident event response interface component for rendering to a technology operations incident event response interface. A method may include identifying a technology operations incident event, filtering a plurality of development resource reference unit embedding vectors, generating a candidate development resource reference unit structure, generating a candidate technology operations incident responsive direction, generating a technology operations incident event response interface component, and outputting the technology operations incident event response interface component.