TOPIC · ENTITY #624

retrieval-augmented generation (RAG)

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EVENT TIMELINE

2026-09-18

CODING · 1 SOURCE · GitHub AI & ML

GitHub Podcast examines MCP, skills, agents, and RAG in developer workflows

In a recent GitHub Podcast episode, hosts argue developers remain responsible for generated code and should apply different review rigor depending on risk. They position the Model Context Protocol (MCP) as a standard for tool/data access, describe 'skills' as human-readable packaged expertise, and say RAG (retrieval-augmented generation) remains useful alongside agents and skills rather than being obsolete.

4.0

2026-09-14

MODELS · 1 SOURCE · AWS Machine Learning

AWS presents an 8-step framework for generative AI customization, from prompts to custom models

AWS Machine Learning published an article offering an 8-step decision framework to help pick generative AI customization approaches on AWS, covering prompt engineering, RAG, fine-tuning, continued pre-training and Amazon Nova Forge, with the recommendation to start simple and escalate only when necessary.

6.0

EVENT TIMELINE

GitHub Podcast examines MCP, skills, agents, and RAG in developer workflows

AWS presents an 8-step framework for generative AI customization, from prompts to custom models

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