#policydrivenai — Public Fediverse posts

Built something fun in the lab: PangeaHills.ai, my own locally-hosted, policy-driven RAG + LLM stack.
Completely offline, totally self-contained, powered by a bunch of noisy equipment pretending to be a cloud. 😄

The neat part? It’s rule-driven, not weight-driven:
• Homelab questions must stay inside the RAG universe.
• General topics only switch to model knowledge when my routing rules explicitly allow it.
• The LLM never “guesses” when to leave RAG — it follows policies, not vibes.

Feels like having an AI that actually stays in its lane because you built the lane lines yourself. 🚧🤖

#homelab #selfhosted #LLM #RAG #PolicyDrivenAI #SelfHostedAI #HomeLabLife #BSD #Linux #PangeaHillsAI #nerdlife

Built something fun in the lab: PangeaHills.ai, my own locally-hosted, policy-driven RAG + LLM stack.
Completely offline, totally self-contained, powered by a bunch of noisy equipment pretending to be a cloud. 😄

The neat part? It’s rule-driven, not weight-driven:
• Homelab questions must stay inside the RAG universe.
• General topics only switch to model knowledge when my routing rules explicitly allow it.
• The LLM never “guesses” when to leave RAG — it follows policies, not vibes.

Feels like having an AI that actually stays in its lane because you built the lane lines yourself. 🚧🤖

#homelab #selfhosted #LLM #RAG #PolicyDrivenAI #SelfHostedAI #HomeLabLife #BSD #Linux #PangeaHillsAI #nerdlife

Built something fun in the lab: PangeaHills.ai, my own locally-hosted, policy-driven RAG + LLM stack.
Completely offline, totally self-contained, powered by a bunch of noisy equipment pretending to be a cloud. 😄

The neat part? It’s rule-driven, not weight-driven:
• Homelab questions must stay inside the RAG universe.
• General topics only switch to model knowledge when my routing rules explicitly allow it.
• The LLM never “guesses” when to leave RAG — it follows policies, not vibes.

Feels like having an AI that actually stays in its lane because you built the lane lines yourself. 🚧🤖

#homelab #selfhosted #LLM #RAG #PolicyDrivenAI #SelfHostedAI #HomeLabLife #BSD #Linux #PangeaHillsAI #nerdlife

Built something fun in the lab: PangeaHills.ai, my own locally-hosted, policy-driven RAG + LLM stack.
Completely offline, totally self-contained, powered by a bunch of noisy equipment pretending to be a cloud. 😄

The neat part? It’s rule-driven, not weight-driven:
• Homelab questions must stay inside the RAG universe.
• General topics only switch to model knowledge when my routing rules explicitly allow it.
• The LLM never “guesses” when to leave RAG — it follows policies, not vibes.

Feels like having an AI that actually stays in its lane because you built the lane lines yourself. 🚧🤖

#homelab #selfhosted #LLM #RAG #PolicyDrivenAI #SelfHostedAI #HomeLabLife #BSD #Linux #PangeaHillsAI #nerdlife

Built something fun in the lab: PangeaHills.ai, my own locally-hosted, policy-driven RAG + LLM stack.
Completely offline, totally self-contained, powered by a bunch of noisy equipment pretending to be a cloud. 😄

The neat part? It’s rule-driven, not weight-driven:
• Homelab questions must stay inside the RAG universe.
• General topics only switch to model knowledge when my routing rules explicitly allow it.
• The LLM never “guesses” when to leave RAG — it follows policies, not vibes.

Feels like having an AI that actually stays in its lane because you built the lane lines yourself. 🚧🤖

#homelab #selfhosted #LLM #RAG #PolicyDrivenAI #SelfHostedAI #HomeLabLife #BSD #Linux #PangeaHillsAI #nerdlife