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Getting Started with Kiro Crew

Getting Started with Kiro Crew

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6 min read
Getting Started with ChromaDB : Vector Database

Getting Started with ChromaDB : Vector Database

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3 min read
DeepSeek V4 Flash Got Expensive. I Kept the Model and Cut the API Cost Anyway

DeepSeek V4 Flash Got Expensive. I Kept the Model and Cut the API Cost Anyway

Comments 1
10 min read
What Is an MCP Eval? Why Your Server Passes Every Test and Still Fails

What Is an MCP Eval? Why Your Server Passes Every Test and Still Fails

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9 min read
PIM-DBS: Back Up, Restore, and Verify Your AI Persona — a protocol born from a failed rescue

PIM-DBS: Back Up, Restore, and Verify Your AI Persona — a protocol born from a failed rescue

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5 min read
"Hallucination" Is Three Different Bugs. We Keep Filing Them as One.

"Hallucination" Is Three Different Bugs. We Keep Filing Them as One.

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9 min read
Knowledge Graph vs Retrieval for Agent Memory: The Real Split Is What You Are Willing to Assert

Knowledge Graph vs Retrieval for Agent Memory: The Real Split Is What You Are Willing to Assert

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6 min read
RAG Evaluation with RAGAs: Faithfulness, Context Recall, and Answer Relevance

RAG Evaluation with RAGAs: Faithfulness, Context Recall, and Answer Relevance

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7 min read
5 MCP pains that waste your tokens — and how I killed all 5 with a 50KB CLI

5 MCP pains that waste your tokens — and how I killed all 5 with a 50KB CLI

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2 min read
Models retire faster than operating systems

Models retire faster than operating systems

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3 min read
Quantizing MedGemma to INT4 (GPTQ/W4A16): Everything That Broke Along the Way

Quantizing MedGemma to INT4 (GPTQ/W4A16): Everything That Broke Along the Way

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6 min read
Getting AIs to review each other was easy. The hard part was measuring whether I could trust the reviewer

Getting AIs to review each other was easy. The hard part was measuring whether I could trust the reviewer

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7 min read
Building a Cost-Aware LLM Router: Automatically Pick the Cheapest Model for Each Task

Building a Cost-Aware LLM Router: Automatically Pick the Cheapest Model for Each Task

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1 min read
Hardening Applications That Call LLMs: 16 Security Controls That Actually Matter

Hardening Applications That Call LLMs: 16 Security Controls That Actually Matter

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4 min read
Stop Guessing JVM Bugs: Connect Claude Code to Spring Boot via Local MCP Actuator Servers

Stop Guessing JVM Bugs: Connect Claude Code to Spring Boot via Local MCP Actuator Servers

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2 min read
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