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Gantz AI

https://gantz.ai

Dynamic Prompts: Changing Instructions Mid-Conversation
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Dynamic Prompts: Changing Instructions Mid-Conversation

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7 min read
One Prompt Change That Stopped My Agent Hallucinating
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One Prompt Change That Stopped My Agent Hallucinating

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5 min read
Prompt Injection: Your Agent's Biggest Vulnerability
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Prompt Injection: Your Agent's Biggest Vulnerability

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6 min read
Build Agents That Ask Before They Break Things
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Build Agents That Ask Before They Break Things

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6 min read
Why My AI Agent Kept Apologizing Instead of Acting
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Why My AI Agent Kept Apologizing Instead of Acting

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7 min read
Why Your 50-Tool Agent is Worse Than a 5-Tool One
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Why Your 50-Tool Agent is Worse Than a 5-Tool One

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5 min read
Your First Agent: From Zero to Working in 30 Minutes
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Your First Agent: From Zero to Working in 30 Minutes

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6 min read
I Over-Engineered My Agent (Here's What I Learned)
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I Over-Engineered My Agent (Here's What I Learned)

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5 min read
Does Your AI Actually Need RAG? Probably Not
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Does Your AI Actually Need RAG? Probably Not

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5 min read
The 80/20 Rule for AI Agents
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The 80/20 Rule for AI Agents

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5 min read
Sliding Window vs Summarization: How to Free Up AI Agent Context
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Sliding Window vs Summarization: How to Free Up AI Agent Context

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6 min read
Why Your Agent Forgets After 15 Turns (And How to Fix It)
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Why Your Agent Forgets After 15 Turns (And How to Fix It)

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6 min read
Handle MCP Tools That Return Too Much Data
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Handle MCP Tools That Return Too Much Data

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6 min read
Why Your Agent Works Locally But Fails in Production
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Why Your Agent Works Locally But Fails in Production

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5 min read
IDLE -> THINKING -> ACTING: Agents as State Machines
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IDLE -> THINKING -> ACTING: Agents as State Machines

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5 min read
Designing AI Tools: Atomic vs Compound Tools, Design Trade-offs
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Designing AI Tools: Atomic vs Compound Tools, Design Trade-offs

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5 min read
Why Agents Get Stuck in Loops (And How to Prevent It)
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Why Agents Get Stuck in Loops (And How to Prevent It)

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6 min read
Why Your AI Agent Picks the Wrong Tools (And How to Fix It)
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Why Your AI Agent Picks the Wrong Tools (And How to Fix It)

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5 min read
Web Scraping Without the Pain: Let AI Find Your Selectors
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Web Scraping Without the Pain: Let AI Find Your Selectors

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8 min read
Talk to Your Database — Build a Text-to-SQL Tool with AI and MCP
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Talk to Your Database — Build a Text-to-SQL Tool with AI and MCP

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7 min read
Human-in-the-Loop: When AI Agents Should Stop and Ask
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Human-in-the-Loop: When AI Agents Should Stop and Ask

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6 min read
Error Recovery in AI Agents: Graceful Degradation and Retry Strategies
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Error Recovery in AI Agents: Graceful Degradation and Retry Strategies

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6 min read
Memory Patterns for AI Agents: Short-term, Long-term, and Episodic
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Memory Patterns for AI Agents: Short-term, Long-term, and Episodic

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7 min read
Building a Multi-Agent System with MCP
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Building a Multi-Agent System with MCP

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6 min read
The Reflection pattern: AI that checks its own work
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The Reflection pattern: AI that checks its own work

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5 min read
The Planner-Executor pattern explained: Think first, then act
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The Planner-Executor pattern explained: Think first, then act

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5 min read
Where does MCP fit in your stack?
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Where does MCP fit in your stack?

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4 min read
Prompt Engineering & Agent Engineering: 2 skills every AI developer needs
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Prompt Engineering & Agent Engineering: 2 skills every AI developer needs

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5 min read
Tool Use vs RAG: picking the right approach
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Tool Use vs RAG: picking the right approach

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4 min read
MCP vs ReAct: Protocol vs Pattern
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MCP vs ReAct: Protocol vs Pattern

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5 min read
Will MCP become a standard? A look at what's coming

Will MCP become a standard? A look at what's coming

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3 min read
From REST to MCP: what's changing
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From REST to MCP: what's changing

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4 min read
Why every dev will run an MCP server
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Why every dev will run an MCP server

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4 min read
I build a second brain with MCP
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I build a second brain with MCP

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7 min read
Your documents, your machine: DIY RAG with MCP
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Your documents, your machine: DIY RAG with MCP

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6 min read
Let AI agents read and respond to your emails
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Let AI agents read and respond to your emails

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6 min read
Build a smarter smart home with Claude and MCP
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Build a smarter smart home with Claude and MCP

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4 min read
Build a Slack bot that uses your local tools
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Build a Slack bot that uses your local tools

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4 min read
MCP vs Function Calling — What's the difference?
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MCP vs Function Calling — What's the difference?

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3 min read
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