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Tool Selection in AI Workflows: Choosing the Right Capability for Each Task

Tool Selection in AI Workflows: Choosing the Right Capability for Each Task

by lucent | Jul 30, 2026 | Automation, Governance, Information Architecture, Retrieval | 1 comment

Tool selection is the process of matching each task in an AI-assisted workflow with the capability best suited to perform it. That capability may be a language model, search engine, retrieval system, database, calculator, API, code environment, memory system, or human...
State Management: Maintaining Continuity Across Modern Workflows

State Management: Maintaining Continuity Across Modern Workflows

by lucent | Jul 28, 2026 | Automation, Governance, Retrieval, Workflow | 0 comments

State management is the practice of maintaining an accurate understanding of a workflow’s current condition. It records what has happened, what is happening now, what remains unresolved, and which transitions are available next. Although the term is commonly...
Separation of Content and Presentation on the Web

Separation of Content and Presentation on the Web

by lucent | Jul 27, 2026 | Accessibility, Governance, HTML, Retrieval | 0 comments

This principle matters for anyone who builds websites, creates content, manages digital publishing systems, or maintains information that must remain useful as designs and technologies change. The separation of content and presentation is a foundational principle of...
Technical Debt in Websites

Technical Debt in Websites

by lucent | Jul 27, 2026 | Accessibility, Governance, HTML, Information Architecture | 0 comments

Technical debt in a website is the future cost created when an implementation decision makes the site harder to maintain, secure, understand, or change. It can emerge from rushed development, aging software, inconsistent content structures, temporary fixes, or...
Information Flow: How Information Moves and Retains Meaning

Information Flow: How Information Moves and Retains Meaning

by lucent | Jul 25, 2026 | Governance, Information Architecture, Optimization, Retrieval | 0 comments

Information flow describes how information moves between people, documents, processes, software, and other systems. It considers where information begins, how it changes, who or what can access it, and whether enough context survives for the information to remain...
Retrieval-Augmented Workflows: Bringing Relevant Context Into AI-Assisted Work

Retrieval-Augmented Workflows: Bringing Relevant Context Into AI-Assisted Work

by lucent | Jul 25, 2026 | Automation, Governance, Information Architecture, Retrieval | 0 comments

Retrieval-augmented workflows deliberately bring relevant information into an AI-assisted task before or during generation. They help reduce the gap between what an AI system can produce fluently and what it actually needs to know about the documents, circumstances,...
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