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How I Built a Customer Support Auto-Responder with Confidence Scoring Using pydantic-ai and FastAPI

How I Built a Customer Support Auto-Responder with Confidence Scoring Using pydantic-ai and FastAPI

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6 min read
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift

Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift

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5 min read
Agent Base Definition: Why It Is Not a Prompt

Agent Base Definition: Why It Is Not a Prompt

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20 min read
The Mean Is Lying to You: Benchmarks Hide the Variance That Breaks Prod

The Mean Is Lying to You: Benchmarks Hide the Variance That Breaks Prod

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5 min read
AIchain Pool: Parallel Calls Instead of Sequential

AIchain Pool: Parallel Calls Instead of Sequential

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5 min read
Why We're Stuck With GPUs This Long?

Why We're Stuck With GPUs This Long?

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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
Making LLM outputs auditable: the provider abstraction pattern

Making LLM outputs auditable: the provider abstraction pattern

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5 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-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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Comments 1
8 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
How to build cross-platform templates AI coding tools actually respect

How to build cross-platform templates AI coding tools actually respect

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6 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
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