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# Development and GenAI

> Hub for resources on generative AI, modern development methodologies, and AI-assisted programming.

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## Development Methodologies
 - [Time as a Calibrator of Credibility and Trust in Information Systems](../2025/10/02/time-as-a-calibrator-of-credibility-and-trust-in-information-systems.md)
 - [Iterative Flow Development (IFD) Methodology: JavaScript Web Application Implementation](../2025/08/22/iterative-flow-development-ifd-methodology__javascript-web-application-implementation.md)
 - [Surrogate Dependencies: Simulating Backends for Offline-First Development](../2025/08/22/surrogate-dependencies-simulating-backends-for-offline-first-development.md)
 - [No Code Development (NCD): A Paradigm Shift Beyond 'Vibe Coding'](../2025/06/18/no-code-development--ndc--a-paradigm-shift-beyond-vibe-coding.md)
 - [LETS (Load, Extract, Transform, Save): A Deterministic and Debuggable Data Pipeline Architecture](../2025/05/27/lets__load-extract-transform-save__a-deterministic-and-debuggable-data-pipeline_architecture.md)
 - [Scaling Kubernetes with One-Node Clusters: A Paradigm Shift in Cloud-Native Orchestration](../2025/02/13/scaling-kubernetes-with-one-node-clusters-a-paradigm-shift-in-cloud-native-orchestration.md)

## AI-Assisted Development
 - [The Joy of Programming in the Age of AI-Assisted Development](../2025/07/04/the-joy-of-programming-in-the-age-of-ai-assisted-development.md)
 - [From Large Language Models to Small Models and Code: The Evolution of AI Solutions](../2025/07/06/from-large-language-models-to-small-models-and-code-the-evolution-of-ai-solutions.md)
 - [Explorers, Villagers, and Town Planners: Understanding the Generative AI Divide](../2025/06/10/explorers-villagers-and-town-planners-understanding-the-generative-ai-divide.md)
 - [GenAI Legacy Code Refactoring – Business Plan](../2025/06/07/genai-legacy-code-refactoring-business-plan.md)

## Testing & Quality
 - [The Hidden Cost of Ephemeral Testing and the Case for Automation](../2025/06/15/the-hidden-cost-of-ephemeral-testing-and-the-case-for-automation.md)
 - [Data Tests for Neo4j: Bringing Automated Testing to Graph Databases](../2025/06/25/data-tests-for-neo4j-bringing-automated-testing-to-graph-databases.md)

## Workshops & Training
 - [Empowering Workshops with Custom GPTs for GenAI Training](../2025/06/19/empowering-workshops-with-custom-gpts-for-genai-training.md)
 - [Workshop Plan: User-Driven Semantic Persona Graphs Powered by GenAI](../2025/06/16/workshop-plan-user-driven-semantic-persona-graphs-powered-by-genai.md)

## Cloud & Infrastructure
 - [Comparing the EU FED Cloud vs. an Open-Source Federated Cloud Proposal](../2025/06/18/comparing-the-eu-fed-cloud-vs-an-open-source-federated-cloud-proposal.md)
 - [Intent-Based Feedback Loops in Cloud Environments](../2025/04/01/intent-based-feedback-loops-in-cloud-environments.md)

## Strategic Perspectives
 - [Think Different, Again: Reimagining Apple's Role in the AI Era](../2025/04/06/think-different-again__reimagining-apple-role-in-the-ai-era.md)
 - [Briefing on Canada's New Minister of Artificial Intelligence and Digital Innovation (vs UK and PT)](../2025/05/18/briefing-on-canada-new-minister-of-artificial-intelligence-and-digital-innovation-vs-uk-and-pt.md)

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