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Making LLM outputs auditable: the provider abstraction pattern

Making LLM outputs auditable: the provider abstraction pattern

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5 min read
The $10,000 Lesson: Building Cost-Efficient AI Features with Function Calling and Caching

The $10,000 Lesson: Building Cost-Efficient AI Features with Function Calling and Caching

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5 min read
👋 Hello Dev.to! I'm Amit Gupta, and This Is My First Post

👋 Hello Dev.to! I'm Amit Gupta, and This Is My First Post

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1 min read
LLM-as-Judge Is Too Lenient. Here's a Cheap Fix: Judge Refute (Maybe) Arbitrate

LLM-as-Judge Is Too Lenient. Here's a Cheap Fix: Judge Refute (Maybe) Arbitrate

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8 min read
48,000 characters in 2,700 tokens: lets discuss how LLMs read text as images

48,000 characters in 2,700 tokens: lets discuss how LLMs read text as images

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16 min read
LLM, Model, Token, Context Window

LLM, Model, Token, Context Window

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6 min read
AI Fundamentals - Part 1: From Prompt to Response

AI Fundamentals - Part 1: From Prompt to Response

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7 min read
API vs MCP: Understanding the Difference

API vs MCP: Understanding the Difference

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3 min read
AI Fundamentals - Part 2: Why AI Gets Things Right... and Wrong

AI Fundamentals - Part 2: Why AI Gets Things Right... and Wrong

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6 min read
Try the Tech Radar #3 — JSON Schema LLM Prompt, Visualised

Try the Tech Radar #3 — JSON Schema LLM Prompt, Visualised

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5 min read
I Got Tired of Rewriting AI API Wrappers, So I Built a Gateway

Simplified credit billing for side projects

I Got Tired of Rewriting AI API Wrappers, So I Built a Gateway

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2 min read
183 Local Tools, Zero Guardrails: What Local MCP Gets Wrong About 'Privacy'

183 Local Tools, Zero Guardrails: What Local MCP Gets Wrong About 'Privacy'

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3 min read
I Built a Memory API That Beats Mem0 on LongMemEval Without Using a Single LLM Token

I Built a Memory API That Beats Mem0 on LongMemEval Without Using a Single LLM Token

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4 min read
Agent memory v2 — seven rules after the poisoning

Agent memory v2 — seven rules after the poisoning

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10 min read
vLLM vs llama.cpp vs Ollama: What Happens When Your Model Doesn't Fit in 24GB VRAM

vLLM vs llama.cpp vs Ollama: What Happens When Your Model Doesn't Fit in 24GB VRAM

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6 min read
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