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I deployed 200+ AI projects in production. Here's what actually works (and the BS you should ignore)

I deployed 200+ AI projects in production. Here's what actually works (and the BS you should ignore)

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11 min read
From Prototype to Production: How to Engineer Reliable LLM Systems

From Prototype to Production: How to Engineer Reliable LLM Systems

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4 min read
Research Survey on RAG Development Practices & Challenges (8-10 mins)

Research Survey on RAG Development Practices & Challenges (8-10 mins)

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1 min read
ArchitectGBT - How to Avoid Costly Mistakes When Selecting an LLM

ArchitectGBT - How to Avoid Costly Mistakes When Selecting an LLM

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3 min read
Strategies to Analyze Any Size Dataset with LLMs Beyond its Context Limit

Strategies to Analyze Any Size Dataset with LLMs Beyond its Context Limit

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2 min read
GAIA Super Agent SDK: Build GAIA-Benchmark-Ready Super Agents in Seconds, Not Weeks

GAIA Super Agent SDK: Build GAIA-Benchmark-Ready Super Agents in Seconds, Not Weeks

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5 min read
We built an LLM gateway 50x faster than LiteLLM (and it's open source)

We built an LLM gateway 50x faster than LiteLLM (and it's open source)

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3 min read
LLM Introduction

LLM Introduction

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3 min read
LANGUAGE MODELS USING MLP (Part 1)

LANGUAGE MODELS USING MLP (Part 1)

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15 min read
Understanding Model Context Protocol (MCP): Beyond the Hype

Understanding Model Context Protocol (MCP): Beyond the Hype

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6 min read
Small Beats Big: Baidu’s Open AI Reads Docs, Charts, and Video—Fast and Lean

Small Beats Big: Baidu’s Open AI Reads Docs, Charts, and Video—Fast and Lean

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1 min read
AgentGym: The Future of Training LLM Agents in Dynamic, Real-World Environments

AgentGym: The Future of Training LLM Agents in Dynamic, Real-World Environments

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10 min read
KV Marketplace: A Cross-GPU KV Cache

KV Marketplace: A Cross-GPU KV Cache

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2 min read
C# Variables, the CPU, and LLMs — From `int age = 25;` to Silicon

C# Variables, the CPU, and LLMs — From `int age = 25;` to Silicon

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14 min read
The AI Collaboration Paradox: Why Being Smart Isn't Enough Anymore

The AI Collaboration Paradox: Why Being Smart Isn't Enough Anymore

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7 min read
Top 5 LLM Gateways in 2025: Architecture, Features, and a Practical Selection Guide

Top 5 LLM Gateways in 2025: Architecture, Features, and a Practical Selection Guide

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7 min read
Understanding AI Agents: Compilers of Human Intent

Understanding AI Agents: Compilers of Human Intent

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4 min read
7 Advanced Yet Practical Ways to Make Your AI Pipeline Production-Grade

7 Advanced Yet Practical Ways to Make Your AI Pipeline Production-Grade

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3 min read
Mastering Prompts Through Inversion: The Anti-Prompt Guide

Mastering Prompts Through Inversion: The Anti-Prompt Guide

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3 min read
All Data and AI Weekly #216:17Nov2025

All Data and AI Weekly #216:17Nov2025

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5 min read
Agent Orchestration in AI: The Core Layer Enabling Multi Agent and Tool Based Workflows

Agent Orchestration in AI: The Core Layer Enabling Multi Agent and Tool Based Workflows

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4 min read
OpenGuardrails: Production-Grade AI Security for LLMs and Agentic Frameworks

OpenGuardrails: Production-Grade AI Security for LLMs and Agentic Frameworks

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14 min read
Mastering the Context Window: Why Your AI Agent Forgets (and How to Fix It)

Mastering the Context Window: Why Your AI Agent Forgets (and How to Fix It)

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4 min read
Beyond the Prompt: The Risks of Oversimplifying App Logic

Beyond the Prompt: The Risks of Oversimplifying App Logic

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4 min read
The AI Shift: Why Specialized Models are the Next Wave for Tech Teams

The AI Shift: Why Specialized Models are the Next Wave for Tech Teams

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4 min read
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