ia-development-resources.md

IA Development Resources

Engenharia de Software aplicada à IA

Método Akita de programação com LLMs

• https://www.youtube.com/watch?v=G_8uG1Ot0yo
• https://www.youtube.com/watch?v=cWY7iBafw7I

Artigos do Akita

• https://akitaonrails.com/2026/02/20/do-zero-a-pos-producao-em-1-semana-como-usar-ia-em-projetos-de-verdade-bastidores-do-the-m-akita-chronicles/
• https://akitaonrails.com/2026/02/24/rant-o-akita-abriu-as-pernas-pra-ia/
• https://akitaonrails.com/2026/02/08/rant-ia-acabou-com-programadores/

Introdução ao SDD (Spec Driven Development)

• https://www.youtube.com/watch?v=JqlDOpUVJ2c

Sobre Ralph Loops (e sua implementação de SDD)

Notas do criador e seus derivados

• https://ghuntley.com/ralph/
• https://github.com/ghuntley/how-to-ralph-wiggum

Ralph TUI - ferramenta que aplica o conceito

• https://github.com/subsy/ralph-tui

Sobre o GitHub Spec Kit

• https://github.com/github/spec-kit
• https://developer.microsoft.com/blog/spec-driven-development-spec-kit
• https://www.youtube.com/watch?v=a9eR1xsfvHg
• https://medium.com/@hashaamkhan975/spec-driven-development-with-spec-kit-34c443e3eaf6

Sobre BMAD

• https://github.com/bmad-code-org/BMAD-METHOD
• https://www.youtube.com/watch?v=sBVVGQnCHqI
• https://medium.com/@hieutrantrung.it/from-token-hell-to-90-savings-how-bmad-v6-revolutionized-ai-assisted-development-09c175013085
• https://docs.bmad-method.org/reference/workflow-map/
• https://docs.bmad-method.org/workflow-map-diagram.html
• https://docs.bmad-method.org/explanation/quick-dev/
• (IMAGEM) Workflow geral do BMAD
• https://www.youtube.com/watch?v=OdR7HKYFb1s (contraponto / quando usar e quando não)

Sobre fluxos de trabalho de IA prontos e seu consumo de tokens

• https://www.youtube.com/watch?v=T716yej_1CE

Base de Inteligência Artificial

Curso simplificado sobre Redes Neurais

• https://www.youtube.com/watch?v=VgzHT9quo5c

Curso de machine learning

• https://www.youtube.com/playlist?list=PLB0Tybl0UNfYe9aJXfWw-Dw_4VnFrqRC4

Aulas sobre Redes Neurais, Transformers e o funcionamento de LLMs

• https://www.youtube.com/@AprendizdoFuturo/videos

Aula introdutória de IA no geral

• https://www.youtube.com/watch?v=-9bo8HlSxwQ

Curso de Harvard com o FreeCodeCamp sobre as bases de IA

• https://www.youtube.com/watch?v=5NgNicANyqM

Hardware voltado à IA

Como GPUs funcionam

• https://www.youtube.com/watch?v=h9Z4oGN89MU

Notícias

• [10/04] Algoritmo TurboQuant e a comprassão do cache KV - https://www.youtube.com/watch?v=4Jx80YCuogc