Recursos

Algunas cositas del Nerdearla 2025

Cache me if you can

https://catalog.us-east-1.prod.workshops.aws/event/dashboard/en-US
https://d163uvzt9gl571.cloudfront.net/?folder=/home/ubuntu/workshop/

Crea tus propios agentes

https://goo.gle/adk-lab
https://codelabs.developers.google.com/onramp/instructions#0
https://github.com/google/adk-docs
https://aistudio.google.com/

Prompting Productivity: Integrating AI into CI/CD Pipelines

https://github.com/kpenfound/greetings-api

Orquestando soluciones AI con agentes multi-modales

https://github.com/avalan-ai/avalan

Modelos:

• Licencia

  • Modelos vendor -> OpenAl, Gemini, Claude, ...
  • Gateways -> Amazon Bedrock, OpenRouter, ...
  • Open -> huggingface
  • Open backends
  • transformers
  • VLLM
  • MLX

• Modalidad

  • Texto - question answering, sentiment labeling, summarization, translation, generation, *easoning
  • Audio -> sentiment labeling, speech recognition, speech generation, music generation
  • Visión -> image to text, image classification, text to animation, text to image, text to video
  • Multi-modali

• Tamaño

  • Weights -> fp32, bf16, int8, int4, mxfp4
  • Parámetros
  • MoE: parámetros activos

• VRAM = W * P / 10243 -> GB

• Tool calling formats

  • Harmony
  • OpenAl
  • ‹ tool_call»
  • ....

• ReACT process

  • Prompt|
  • Modelo requiere herramientas con parámetros
  • Agente ejecuta y reporta resultados
  • Modelo continúa inferencia

• Seguridad

  • Hallucinations

  • Prompt injection & leakage

  • Tool injection (browser)

  • PIl redaction

  • Alignment

  • Misuse detection

  • HIL

  • Karpenter

Open Source para Empresas

• Proxmox
• Portainer
• GitLab
• Open Nebula
• Gitea -
• Fleetdm - Device management - seguridad, inventario.
• piHole
• Asterisk - PBX
• TrueNAS -
• Raspberry Pi + Debian/Alma Linux

Observabilidad

• Signoza - github.com/signoz/signoz
• Grafana - github.com/grafana/grafana
• Healthchecks - github.com/healthchecks/healthchecks
• Telegraf - https://github.com/influxdata/telegraf
• Umami.is
• Plausible.io
• https://githun.com/getsentry/self-hosted

Seguridad

• VeraCrypt - https://veracrypt.io
• rclone
• win-acme | acme.sh
• Mobile Verification Toolkit - https://github.com/google/android-mobile-verification-toolkit
• La Suite Numerique
• Streamlit
• n8n
• SafeID

Proyectos

• github.com/argob/poncho - Framework front-end HTML y CSS para la creación de sitios APN.
• github.com/TwiN/gatus - Status pages
• github.com/documenso/documenso - Alternativa libre a DocuSign
• sithub com/Siring- Tole/Strting-PD= - Herramientas PDF (ilovepdf)