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The Silent Killer of AI Projects: How to Tackle Hidden Costs and Optimize Your LLM Spend

The Silent Killer of AI Projects: How to Tackle Hidden Costs and Optimize Your LLM Spend

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8 min read
How to Stop Your AI from Making Things Up: A Guide to Grounding LLM Responses in Data
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How to Stop Your AI from Making Things Up: A Guide to Grounding LLM Responses in Data

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5 min read
DXG Spark for Local LLM Development

DXG Spark for Local LLM Development

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2 min read
Beyond Grep and Vectors: Reimagining Code Retrieval for AI Agents
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Beyond Grep and Vectors: Reimagining Code Retrieval for AI Agents

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5 min read
Role-Based Access Control for AI Development: Managing Prompts, Evals, and Data Securely

Role-Based Access Control for AI Development: Managing Prompts, Evals, and Data Securely

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9 min read
Implementing New Feature in Repository Context Packager

Implementing New Feature in Repository Context Packager

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2 min read
The LLM-First Manifesto: From Prose to Programs

The LLM-First Manifesto: From Prose to Programs

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5 min read
LLMZ25-5 Review : Arquitectura RAG del Proyecto Ziweidoushu

LLMZ25-5 Review : Arquitectura RAG del Proyecto Ziweidoushu

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5 min read
How the 2WHAV-Iterative Cycle Turns Uncertainty into Production-Ready Code
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How the 2WHAV-Iterative Cycle Turns Uncertainty into Production-Ready Code

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5 min read
RAG vs MCP: Understanding AI Context Solutions
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RAG vs MCP: Understanding AI Context Solutions

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6 min read
Implementing Token Count Optimization in repo-contextr

Implementing Token Count Optimization in repo-contextr

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3 min read
🧠GraphScout plus Plan Validator: from route discovery to gated execution
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🧠GraphScout plus Plan Validator: from route discovery to gated execution

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9 min read
The Forgotten Hero in the AI Workflow

The Forgotten Hero in the AI Workflow

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4 min read
AI Hallucinations in 2025: Causes, Impact, and Solutions for Trustworthy AI

AI Hallucinations in 2025: Causes, Impact, and Solutions for Trustworthy AI

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6 min read
LLMs Talking in Secret: Direct Semantic Links for AI Collaboration by Arvind Sundararajan

LLMs Talking in Secret: Direct Semantic Links for AI Collaboration by Arvind Sundararajan

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3 min read
Natural-Language SQL on Atlassian Forge: A Secure Pattern with Rovo (LLM) + Forge SQL (TiDB)

Natural-Language SQL on Atlassian Forge: A Secure Pattern with Rovo (LLM) + Forge SQL (TiDB)

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7 min read
Introducing Free RAG for Claude Code — Save Tokens & Time

Introducing Free RAG for Claude Code — Save Tokens & Time

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3 min read
When AI Gets Too Real: Navigating the Uncanny Valley of Believable Simulations

When AI Gets Too Real: Navigating the Uncanny Valley of Believable Simulations

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2 min read
What Is LLM‑as‑a‑Judge? A Practical, Reliable Path to Evaluating AI Systems

What Is LLM‑as‑a‑Judge? A Practical, Reliable Path to Evaluating AI Systems

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7 min read
Building a Rubik's Cube Solver: A Primer on Claude Skills
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Building a Rubik's Cube Solver: A Primer on Claude Skills

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5 min read
Building MCP Server - The Hidden Protocol Behind Smart AI Collaboration
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Building MCP Server - The Hidden Protocol Behind Smart AI Collaboration

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4 min read
From Tool to Partner: The Rise of Large Model Agents

From Tool to Partner: The Rise of Large Model Agents

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3 min read
From “Black Box” to “Transparent”: How to Read the Inner Logic of LLMs

From “Black Box” to “Transparent”: How to Read the Inner Logic of LLMs

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3 min read
DeepSeek-OCR: The New 'Black Tech' in AI, How It's Changing Our Interaction with AI Models?
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DeepSeek-OCR: The New 'Black Tech' in AI, How It's Changing Our Interaction with AI Models?

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5 min read
Scrappy and Practical Agent Debugging Tips for Solo Developers and Small Teams

Scrappy and Practical Agent Debugging Tips for Solo Developers and Small Teams

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8 min read
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