Incident Response Interface with Resource Embeddings for Agile Ops

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Solution Overview

Problem

Existing software development systems lack the ability to efficiently, dynamically, and reliably manage and leverage development resource reference units in agile environments, leading to inefficiencies in enterprise operations due to limited evaluation capabilities and inability to implement impact value responsive actions.

Innovation Solution

A development resource and technology operations system that generates development resource reference unit impact values, embedding vectors, and interface components to facilitate efficient and dynamic enterprise operations by automatically evaluating and responding to technology operations incident events.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If traditional software development systems are used to manage development resource reference units, then system simplicity is maintained, but evaluation capability and reliability are insufficient

Engineering Contradiction:

Improveevaluation capabilityVSAvoidsystem complexity

Core Design Contradiction:

ReliabilityVSDevice complexity

Solution Approach 1:

The system segments development resource reference units into multiple dimensions including embedding vectors, impact values, and interface components. Each segment serves a specific evaluation function, enabling comprehensive assessment while maintaining manageable system architecture through modular organization of evaluation criteria and data structures.

Inventive Principle:

Principle #1Segmentation

Solution Approach 2:

The patent introduces intermediary components such as impact value calculations and embedding vectors that mediate between raw development resource data and evaluation outcomes. These intermediaries transform complex resource attributes into standardized measurable metrics, improving evaluation reliability without requiring direct complex interactions between all system components.

Inventive Principle:

Principle #24Intermediary (Mediator)

2Productivity

If manual management of development resource reference units is used, then system complexity is low, but productivity and efficiency are reduced

Engineering Contradiction:

Improveenterprise operations efficiencyVSAvoidsystem complexity

Core Design Contradiction:

ProductivityVSDevice complexity

Solution Approach 1:

The system implements self-service capabilities where development resource reference units automatically generate embedding vectors, calculate impact values, and produce interface components without manual intervention. This automation enables the system to serve itself in evaluating and managing resources, significantly improving productivity while the modular architecture keeps complexity manageable.

Inventive Principle:

Principle #25Self-service

Solution Approach 2:

The patent transforms development resource attributes into changed parameters including embedding vectors and impact values. By converting static resource descriptions into dynamic parameter-based representations, the system enables automated processing and evaluation, improving operational efficiency through parameter-driven resource management.

Inventive Principle:

Principle #35Parameter changes

3Measurement precision

If comprehensive evaluation of development resource reference units is implemented, then measurement precision is improved, but device complexity increases

Engineering Contradiction:

Improveimpact value evaluation precisionVSAvoidevaluation system complexity

Core Design Contradiction:

Measurement precisionVSDevice complexity

Solution Approach 1:

The system applies local quality by evaluating different aspects of development resource reference units with specialized metrics. Embedding vectors capture semantic quality, impact values measure operational quality, and interface components assess integration quality. This localized evaluation approach achieves comprehensive measurement precision while keeping each evaluation module relatively simple and focused.

Inventive Principle:

Principle #3Local quality

Data Source

PatentUS20260004190A1Apparatus, 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.