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Why VCAL Products Are Built as Compact Single-Process Services

Dev.to · vcal-project ⚡ AI Lesson 1w ago

Why VCAL Products Are Built as Compact Single-Process Services

Modern AI infrastructure often becomes complicated very quickly. A typical scenario is when a...

Reducing LLM Costs Is Easy — Until Production Starts

Dev.to · vcal-project 3mo ago

Reducing LLM Costs Is Easy — Until Production Starts

A month ago, I wrote about reducing LLM costs using caching. The idea is simple: don’t send the same...

AI Cost Firewall: An OpenAI-Compatible Gateway That Cuts LLM Costs by 75%

Dev.to · vcal-project 🧠 Large Language Models ⚡ AI Lesson 4mo ago

AI Cost Firewall: An OpenAI-Compatible Gateway That Cuts LLM Costs by 75%

Exact + semantic caching for AI applications Update: Added a Grafana dashboard showing...

From Words to Vectors: How Semantics Traveled from Linguistics to Large Language Models

Dev.to · vcal-project 🧠 Large Language Models 6mo ago

From Words to Vectors: How Semantics Traveled from Linguistics to Large Language Models

Why meaning moved from definitions to structure — and what that changed for modern...

How I Created a Semantic Cache Library for AI

Dev.to · vcal-project 🧠 Large Language Models 8mo ago

How I Created a Semantic Cache Library for AI

Have you ever wondered why LLM apps get slower and more expensive as they scale, even though 80% of...