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

"Edit" buttons are a safety net, but sometimes the net has holes in the Fediverse. I built a tool that acts like a spotting rig instead. Fediverse Composer Studio helps you stick the landing on the first try with AI-generated descriptions and smart hashtags. #Coding #PixelFed #ActivityPub https://fediversestudio.zero.vedfolnir.org #AltTextGeneration

🍎✨ Apple's magical #Nano Texture: solving first-world problems by letting you code in #coffee shops without glare. Now you can bask in the glory of being "that person" with a special #high-maintenance #screen wipe. Clean it like it's 1999! 😂🧼
https://jon.bo/posts/nano-texture/ #Apple #Texture #shop #coding #glare-free #HackerNews #ngated

I think I have a new favorite setup for self-hosting websites. I used to configure #Nginx and Let's Encrypt (with Certbot) manually on my #Linux servers, and then I also tried out a #Docker Compose setup with an Nginx and a Certbot container. Now I have a hybrid approach: setting up Nginx as a container in my Docker Compose file and configuring SSL through my hosting provider. No more manual Nginx/Certbot configuration!

#webdev #coding #programming #selfhosting #letsencrypt

I think I have a new favorite setup for self-hosting websites. I used to configure #Nginx and Let's Encrypt (with Certbot) manually on my #Linux servers, and then I also tried out a #Docker Compose setup with an Nginx and a Certbot container. Now I have a hybrid approach: setting up Nginx as a container in my Docker Compose file and configuring SSL through my hosting provider. No more manual Nginx/Certbot configuration!

#webdev #coding #programming #selfhosting #letsencrypt