Regalito de finde :
https://t.co/eYZN41qIpE
Vi que mucha gente tenía dudas de las buenas prácticas que aplicamos en Gentle Shell a la hora de la utilización de sub agentes y cómo orgánicamente hacemos que esta metodología aplique de forma correcta, solo cuando se necesita.
Por ello les regalo esta guía documental para entender cómo funciona Gentle Shell a la hora de delegar y utilizar sub agentes + recomendaciones en cuanto a qué modelos elegir para cada uno.
Espero que les guste!!!
@Ubendev You have gentle ai which works everywhere and Gentle Shell, our own custom agent:
https://t.co/kKINXa2nns
https://t.co/OaMIC9YeXH
Give it a try !
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You just described exactly what we've been building for months, so let me be the annoying guy who says "we have that".
It's called Gentle AI. It's the harness, not the model. A Go core that holds the discipline so you don't have to: you say "I want this" and it takes you there with every best practice applied, and you never need to know they exist.
It also has a memory layer, super fast, robust and efficient, called "Engram" https://t.co/0dgeRTQ47V
The part nobody else has is that it's workflow is deterministic. SDD (spec-driven) and RDD (receipt-driven) are real state machines behind the scenes: typed phases, persisted state, exact exits. Same input, same lifecycle, whatever model is driving. The model does the work, it does NOT get to improvise the process.
RDD is the one I'm proudest of and it doesn't exist anywhere else: immutable candidate, four adversarial review lenses, one bounded correction max, and a receipt you can verify. Nothing approves itself. When something can't proceed, you get the exact command that fixes it, not a shrug.
And yes, it works with all of them. One sync projects the same contract into Codex, Claude Code, OpenCode, Pi, and more (up to 16 agents). Change model tomorrow, keep your workflow.
Gentle Pi is the same thing baked into the Pi coding agent if you want to see it end to end.
Open source (Totally free and will continue being it), contracts are versioned JSON schemas, there's a CI bench of full journeys. Take a look and tell me what's missing, I mean it: https://t.co/FQFSM2c6pX
Algunas imágenes del nuevo gentle-pi 3.0, alias - Gentle Shell, el nuevo agente propio de gentle-ai basado en pi-agents. Todo lo que ven es hecho nativo:
- Podrás ver el status de tu sub de OpenAI y Claude directo desde la status bar inferior.
- Interfaz totalmente moderna, nativa y super rápida.
- Consumo de recursos MÍNIMO.
- Diff Checker para que puedas ver qué está haciendo tu agente en vivo.
- Manejo NATIVO de sub agentes con posibilidad de abrir su session en cualquier editor de tu preferencia.
Y muchas más cosas que se vienen :)
#opensource #agents #llm #ai #workflow #work #agent #engineering