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Why I stopped calling LLM APIs directly and built an Infrastructure Protocol
SUNNY ANAND
SUNNY ANAND
SUNNY ANAND
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Feb 4
Why I stopped calling LLM APIs directly and built an Infrastructure Protocol
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showdev
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architecture
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llm
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performance
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1 min read
Building an AI-Powered Personalized Learning Platform with FastAPI, PostgreSQL, and Mistral AI
John Wakaba
John Wakaba
John Wakaba
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Mar 10
Building an AI-Powered Personalized Learning Platform with FastAPI, PostgreSQL, and Mistral AI
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ai
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fastapi
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llm
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tutorial
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2 min read
MCP Servers Explained: How AI Assistants Connect to Your Tools
Jamie Thompson
Jamie Thompson
Jamie Thompson
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Mar 10
MCP Servers Explained: How AI Assistants Connect to Your Tools
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ai
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mcp
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llm
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devtools
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6 min read
Multi-LLM Orchestration in Production: Lessons from Running 16+ Models
Jamie Thompson
Jamie Thompson
Jamie Thompson
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Mar 10
Multi-LLM Orchestration in Production: Lessons from Running 16+ Models
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ai
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llm
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architecture
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machinelearning
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6 min read
Building an AI-Powered CRM Chat Assistant with n8n and OpenRouter
Daichi
Daichi
Daichi
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Mar 10
Building an AI-Powered CRM Chat Assistant with n8n and OpenRouter
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ai
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automation
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llm
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2 min read
Serving LLMs on IaaS: throughput vs latency tuning with practical guardrails
Daya Shankar
Daya Shankar
Daya Shankar
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Feb 27
Serving LLMs on IaaS: throughput vs latency tuning with practical guardrails
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llm
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ai
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1
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9 min read
GeoSQL-Eval: Finally, a PostGIS Benchmark That Doesn’t Make Me Scream
Rebooter.S
Rebooter.S
Rebooter.S
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Feb 4
GeoSQL-Eval: Finally, a PostGIS Benchmark That Doesn’t Make Me Scream
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llm
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postgres
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sql
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testing
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2 min read
Let's Build, Share and Deploy Agents: The Docker cagent Workshop
Ajeet Singh Raina
Ajeet Singh Raina
Ajeet Singh Raina
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Feb 4
Let's Build, Share and Deploy Agents: The Docker cagent Workshop
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agents
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docker
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ai
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1
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3 min read
Semantic Caching in RAG Systems & AI Agents
Seenivasa Ramadurai
Seenivasa Ramadurai
Seenivasa Ramadurai
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Mar 9
Semantic Caching in RAG Systems & AI Agents
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ai
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llm
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rag
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6
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11 min read
I Asked the Same Question to 5 LLMs — The API Bill Ranged from $0.002 to $0.09
jidonglab
jidonglab
jidonglab
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Mar 10
I Asked the Same Question to 5 LLMs — The API Bill Ranged from $0.002 to $0.09
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ai
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llm
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webdev
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4 min read
Creating Hierarchical AI Assistant Contexts: Global vs. Project-Specific Configurations
Peter Eichhorst
Peter Eichhorst
Peter Eichhorst
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Feb 3
Creating Hierarchical AI Assistant Contexts: Global vs. Project-Specific Configurations
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agents
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ai
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architecture
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llm
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3 min read
How I saved $350 a month changing my EC2 instance
David Shibley
David Shibley
David Shibley
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Mar 9
How I saved $350 a month changing my EC2 instance
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aws
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llm
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ai
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opensource
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4 min read
From LLM to Agent: How Memory + Planning Turn a Chatbot Into a Doer
Dechun Wang
Dechun Wang
Dechun Wang
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Feb 27
From LLM to Agent: How Memory + Planning Turn a Chatbot Into a Doer
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llm
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ai
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agents
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8 min read
Single-Pass RAG Is Dead — Here's What Replaced It in 2026
jidonglab
jidonglab
jidonglab
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Mar 10
Single-Pass RAG Is Dead — Here's What Replaced It in 2026
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beginners
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rag
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llm
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5 min read
Why a 4B Parameter Model Now Beats GPT-3.5 — The 4 Techniques Behind Small Model Revolution
jidonglab
jidonglab
jidonglab
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Mar 10
Why a 4B Parameter Model Now Beats GPT-3.5 — The 4 Techniques Behind Small Model Revolution
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machinelearning
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8 min read
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