LLM Development Ecosystem: Backends, Frontends & RAG
Comprehensive guide/set of articles about building production-ready LLM applications.
Exploring LLM hosting solutions (Ollama, Docker Model Runner, cloud providers),
client implementations in Python and Go,
RAG architectures, vector stores, embeddings,
MCP servers, and practical deployment strategies:
https://glukhov.au/posts/2026/llm-development-ecosystem/
#llm #ai #python #go #golang #ollama #rag #mcp #docker #selfhosting #devops #coding #dev #devops

LLM Development Ecosystem: Backends, Frontends & RAG
Comprehensive guide/set of articles about building production-ready LLM applications.
Exploring LLM hosting solutions (Ollama, Docker Model Runner, cloud providers),
client implementations in Python and Go,
RAG architectures, vector stores, embeddings,
MCP servers, and practical deployment strategies:
https://glukhov.au/posts/2026/llm-development-ecosystem/
#llm #ai #python #go #golang #ollama #rag #mcp #docker #selfhosting #devops #coding #dev #devops

My experience running LLMs on my PC (2025)
During my year-end holidays in 2025, I ran LLMs locally on my PC to explore the viability of self-hosted AI. https://www.timothynewman.co.uk/blog/running-local-llm/

#ollama #llm #opensource #selfhosted #homelab #gemini

My experience running LLMs on my PC (2025)
During my year-end holidays in 2025, I ran LLMs locally on my PC to explore the viability of self-hosted AI. https://www.timothynewman.co.uk/blog/running-local-llm/

#ollama #llm #opensource #selfhosted #homelab #gemini

NVidia DGX Spark Pricing: $6,249-$7,999 at Major Retailers in Australia:
https://www.glukhov.org/post/2026/01/dgx-spark-pricing-in-australia/
#SelfHosting #LLM #AI #AICoding #Hardware #NVidia #Australia #Ollama #DGXSpark

NVidia DGX Spark Pricing: $6,249-$7,999 at Major Retailers in Australia:
https://www.glukhov.org/post/2026/01/dgx-spark-pricing-in-australia/
#SelfHosting #LLM #AI #AICoding #Hardware #NVidia #Australia #Ollama #DGXSpark

Liquid Angel Neural Network Architecture v2 is in progress #ai #llm #ollama #self-hosted #cc0 #public-domain #machine-learning

Liquid Angel Neural Network Architecture v2 is in progress #ai #llm #ollama #self-hosted #cc0 #public-domain #machine-learning

Open WebUI: Self-Hosted LLM Interface:
https://www.glukhov.org/post/2026/01/open-webui-overview-quickstart-and-alternatives/
#AI #LLM #Ollama #Docker #SelfHosting #OpenSource #Python #K8S #devops #chatgpt

Open WebUI: Self-Hosted LLM Interface:
https://www.glukhov.org/post/2026/01/open-webui-overview-quickstart-and-alternatives/
#AI #LLM #Ollama #Docker #SelfHosting #OpenSource #Python #K8S #devops #chatgpt