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Building a Robust RAG Pipeline Architecture for Production

Building a Robust RAG Pipeline Architecture for Production

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7 min read
Kubernetes in LLMOps (Part 2): GPU Efficiency, Cost Engineering, and Real-World Failure Modes

Kubernetes in LLMOps (Part 2): GPU Efficiency, Cost Engineering, and Real-World Failure Modes

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5 min read
I was fine-tuning a language model on a new language. The loss was perfect. It spoke Chinese.

I was fine-tuning a language model on a new language. The loss was perfect. It spoke Chinese.

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3 min read
Model routing by task type: the savings math, the classifier overhead, and the A/B that proves it

Model routing by task type: the savings math, the classifier overhead, and the A/B that proves it

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12 min read
No AI Claim Without a Kill Condition: Falsifier-Driven AI Decisions

No AI Claim Without a Kill Condition: Falsifier-Driven AI Decisions

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5 min read
Context Compaction Visualizer: See Exactly What Your AI Agent Forgot Before It Costs You

Context Compaction Visualizer: See Exactly What Your AI Agent Forgot Before It Costs You

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7 min read
The Hidden Economics of AI: What It Actually Costs to Run LLMs in Production (With Real Data)

The Hidden Economics of AI: What It Actually Costs to Run LLMs in Production (With Real Data)

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6 min read
AI Agent Memory Explained: How to Build Systems Your Agents Actually Remember

AI Agent Memory Explained: How to Build Systems Your Agents Actually Remember

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6 min read
Your mental model is more important than your words.

Your mental model is more important than your words.

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4 min read
The Agent Revolution Is Here and It's Messy

The Agent Revolution Is Here and It's Messy

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3 min read
I threw 750 autonomous LLM exploit attempts at a $10k sandbox bounty. Zero escapes.

I threw 750 autonomous LLM exploit attempts at a $10k sandbox bounty. Zero escapes.

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4 min read
Stop Hooks as Hard Constraints: Enforcing Claude Code Behavior Outside the Model

Stop Hooks as Hard Constraints: Enforcing Claude Code Behavior Outside the Model

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6 min read
Adding Human Approval to CrewAI Agents

Adding Human Approval to CrewAI Agents

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3 min read
Panduan Teknikal: Compile llama.cpp di Debian 12 13 dan Cross Compile ARM64

Panduan Teknikal: Compile llama.cpp di Debian 12 13 dan Cross Compile ARM64

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4 min read
The Capacity Conundrum: Navigating the 80/15/5 Rule of AI Engineering

The Capacity Conundrum: Navigating the 80/15/5 Rule of AI Engineering

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3 min read
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