Author: Tess Rempel - Page 8

Model Lifecycle Management: How LLM Updates and Deprecations Affect API and Open-Source Choices
Tess Rempel Sep, 6 2025 Artificial Intelligence

Model Lifecycle Management: How LLM Updates and Deprecations Affect API and Open-Source Choices

Learn how LLM deprecation policies and lifecycle management differ between API and open-source models-and why ignoring them can break your apps. Get practical steps to avoid costly surprises.
5 Artificial Intelligence
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Code Ownership Models for Vibe-Coded Repos: Avoiding Orphaned Modules in AI-Assisted Development
Tess Rempel Aug, 29 2025 Software Architecture

Code Ownership Models for Vibe-Coded Repos: Avoiding Orphaned Modules in AI-Assisted Development

AI-generated code is everywhere-but without clear ownership, it becomes a ticking time bomb. Learn the three models for claiming code in vibe-coded repos and how to stop orphaned modules before they break your system.
0 Software Architecture
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Optimizing Attention Patterns for Domain-Specific Large Language Models
Tess Rempel Aug, 28 2025 Artificial Intelligence

Optimizing Attention Patterns for Domain-Specific Large Language Models

Optimizing attention patterns in domain-specific LLMs improves accuracy by focusing on key terms and relationships. LoRA fine-tuning cuts costs by 95% while boosting performance in healthcare, legal, and finance. But over-specialization can break general understanding.
5 Artificial Intelligence
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Auditing and Traceability in Large Language Model Decisions: A Practical Guide for Compliance and Trust
Tess Rempel Aug, 25 2025 Artificial Intelligence

Auditing and Traceability in Large Language Model Decisions: A Practical Guide for Compliance and Trust

Auditing and traceability in LLM decisions ensure ethical, legal, and transparent AI use. Learn how to implement governance frameworks, track model behavior, and comply with global regulations like the EU AI Act.
9 Artificial Intelligence
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Cost per Action vs Cost per Token: Which LLM Pricing Model Saves You Money?
Tess Rempel Aug, 23 2025 Artificial Intelligence

Cost per Action vs Cost per Token: Which LLM Pricing Model Saves You Money?

Cost per token dominates LLM pricing, but cost per action offers predictable, business-friendly billing. Learn how each model works, which fits your use case, and why per-action pricing is gaining ground in 2025.
5 Artificial Intelligence
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Procurement of AI Coding as a Service: Contracts and SLAs in Government Agencies
Tess Rempel Jul, 28 2025 Government Technology

Procurement of AI Coding as a Service: Contracts and SLAs in Government Agencies

AI Coding as a Service is now a key part of federal procurement, with strict SLAs, compliance standards, and measurable outcomes. Learn how agencies are using it to cut contract drafting time by 85% and improve code accuracy.
7 Government Technology
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Model Lifecycle Management: Versioning, Deprecation, and Sunset Policies Explained
Tess Rempel Jul, 17 2025 Software Architecture

Model Lifecycle Management: Versioning, Deprecation, and Sunset Policies Explained

Learn how versioning, deprecation, and sunset policies keep AI models reliable, compliant, and safe. Real-world examples from finance, healthcare, and enterprise AI teams show why these practices aren’t optional anymore.
5 Software Architecture
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