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RAG Explained: Retrieve, Then Answer (the Prompt That Kills Hallucinations)

RAG Explained: Retrieve, Then Answer (the Prompt That Kills Hallucinations)

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2 min read
# GraphRAG: The End-to-End Guide to Reducing Hallucination and Automating Complex Workflows

# GraphRAG: The End-to-End Guide to Reducing Hallucination and Automating Complex Workflows

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15 min read
My AI System Logged 35,669 LLM Calls. It Still Couldn’t Tell Me What They Cost.

My AI System Logged 35,669 LLM Calls. It Still Couldn’t Tell Me What They Cost.

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7 min read
My AI-agent waste detector scored zero false positives. Then I ran it on a real trace.

My AI-agent waste detector scored zero false positives. Then I ran it on a real trace.

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6 min read
Trace Sampling for LLM Apps: Keep the Spans That Matter, Drop the Rest

Trace Sampling for LLM Apps: Keep the Spans That Matter, Drop the Rest

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6 min read
I almost burned ₹4,000 on Claude API overnight — so I built llm-cost-guard

I almost burned ₹4,000 on Claude API overnight — so I built llm-cost-guard

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3 min read
I Built an AI Agent Pipeline That Processes 10,000+ Jobs Daily. Here’s What Almost Broke It

I Built an AI Agent Pipeline That Processes 10,000+ Jobs Daily. Here’s What Almost Broke It

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5 min read
Metadata Filtering Before Vector Search: The Recall Win Nobody Measures

Metadata Filtering Before Vector Search: The Recall Win Nobody Measures

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7 min read
I spent $788 on an AI coding agent in one day. Here's the breakdown.

I spent $788 on an AI coding agent in one day. Here's the breakdown.

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2 min read
AI Agents

AI Agents

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4 min read
MCP na prática: Tools, Resources e quando usar cada um

MCP na prática: Tools, Resources e quando usar cada um

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9 min read
From Theory to the Floor: What Happens When "Specificity-as-Integrity" Meets a Real Restaurant

From Theory to the Floor: What Happens When "Specificity-as-Integrity" Meets a Real Restaurant

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4 min read
Self-Hosting Your First LLM for Enterprise: What Nobody Tells You Before You Start

Self-Hosting Your First LLM for Enterprise: What Nobody Tells You Before You Start

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3 min read
Stop trusting the agent: bind tool-call approvals to the exact call

Stop trusting the agent: bind tool-call approvals to the exact call

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4 min read
Rate limiting, email alerts, health checks, and Grafana — what we shipped to make Ajah production-ready

Rate limiting, email alerts, health checks, and Grafana — what we shipped to make Ajah production-ready

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2 min read
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