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Building a Production-Grade LLM Evaluation Framework: From Demo Datasets to Academic Benchmarks

Building a Production-Grade LLM Evaluation Framework: From Demo Datasets to Academic Benchmarks

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5 min read
Taking Repo Context Packager to the Next Level

Taking Repo Context Packager to the Next Level

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3 min read
I Found 4 Critical Vulnerabilities Testing Llama 3.2 (And You Can Too)

I Found 4 Critical Vulnerabilities Testing Llama 3.2 (And You Can Too)

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5 min read
Convert Multiple Data Formats into TOON - A New Way to Optimize LLM Input

Convert Multiple Data Formats into TOON - A New Way to Optimize LLM Input

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3 min read
Context-Optimized APIs: Designing MCP Servers for LLMs

Context-Optimized APIs: Designing MCP Servers for LLMs

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5 min read
How to Build an End‑to‑End LLM Evaluation Pipeline

How to Build an End‑to‑End LLM Evaluation Pipeline

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2 min read
Run OSS LLMs on a Single H100 Smarter, Cheaper, Faster

Run OSS LLMs on a Single H100 Smarter, Cheaper, Faster

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5 min read
Local. Private. Use IBM Granite 4 for Contract Analysis in Microsoft Word.

Local. Private. Use IBM Granite 4 for Contract Analysis in Microsoft Word.

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2 min read
Introducing gitresume, an open-source cli tool for building résumé with LLM support

Introducing gitresume, an open-source cli tool for building résumé with LLM support

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2 min read
A Financial MCP server with multi-provider orchestration (Open Source)

A Financial MCP server with multi-provider orchestration (Open Source)

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1 min read
How to Debug LLM Failures: A Practical, End-to-End Guide for AI Engineers

How to Debug LLM Failures: A Practical, End-to-End Guide for AI Engineers

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6 min read
Build Real-Time Conversational AI with ZEGOCLOUD

Build Real-Time Conversational AI with ZEGOCLOUD

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2 min read
How to Debug LLM Failures: A Comprehensive Guide for AI Engineers

How to Debug LLM Failures: A Comprehensive Guide for AI Engineers

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9 min read
Frontier LLMs: Their Strengths and Pitfalls

Frontier LLMs: Their Strengths and Pitfalls

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5 min read
Training LLMs on Mixed GPUs: My Experiments and What I Learnt

Training LLMs on Mixed GPUs: My Experiments and What I Learnt

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13 min read
The Art of Debugging Large Language Models

The Art of Debugging Large Language Models

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2 min read
My First LLM Evaluation Pipeline

My First LLM Evaluation Pipeline

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5 min read
Introducing Remote MCP aka MCP Tool Triggers in Azure Functions: Building Intelligent AI Assistants in the Cloud

Introducing Remote MCP aka MCP Tool Triggers in Azure Functions: Building Intelligent AI Assistants in the Cloud

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6 min read
LLM Mastery: Skip the Math, Focus on RAG (2026 Roadmap)

LLM Mastery: Skip the Math, Focus on RAG (2026 Roadmap)

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7 min read
Beyond Filters: Rearchitecting Prompt Injection Defense

Beyond Filters: Rearchitecting Prompt Injection Defense

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5 min read
Share My LLM Prompts and Tips That Make Work and Learning Super Efficient

Share My LLM Prompts and Tips That Make Work and Learning Super Efficient

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12 min read
Beyond Function Calling: Introducing Advanced Tool Orchestration on the Claude Developer Platform

Beyond Function Calling: Introducing Advanced Tool Orchestration on the Claude Developer Platform

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5 min read
LLMSQL&Arabic WikiTableQA&Payment-SQL:SQL Dataset(202510)

LLMSQL&Arabic WikiTableQA&Payment-SQL:SQL Dataset(202510)

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5 min read
PHIA: The Agentic LLM That Writes Code, Analyzes Your Data & Explains Health Insights

PHIA: The Agentic LLM That Writes Code, Analyzes Your Data & Explains Health Insights

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8 min read
Introducing 8-bitHero Labs: Building Neurodivergent-Optimized AI

Introducing 8-bitHero Labs: Building Neurodivergent-Optimized AI

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3 min read
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