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Building a Production-Grade LLM Application in 8 Weeks: Architecture Decisions, Pitfalls, and Best Practices

Building a Production-Grade LLM Application in 8 Weeks: Architecture Decisions, Pitfalls, and Best Practices

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13 min read
What we learned from 100+ production RAG deployments (free 118-page handbook)

What we learned from 100+ production RAG deployments (free 118-page handbook)

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1 min read
The Onion of Criticality: Stop Asking If AI Writes Better Code

The Onion of Criticality: Stop Asking If AI Writes Better Code

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3 min read
Guardrails for AI Systems: The Architecture of Controlled Trust

Guardrails for AI Systems: The Architecture of Controlled Trust

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3 min read
Fine-tuning a 0.5B LLM to run on a potato laptop

Fine-tuning a 0.5B LLM to run on a potato laptop

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4 min read
Hive: A Lightweight Multi-Agent Orchestrator

Hive: A Lightweight Multi-Agent Orchestrator

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6 min read
Your Multi-Agent Framework Handles Operations. What About the Other Five?

Your Multi-Agent Framework Handles Operations. What About the Other Five?

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8 min read
Kenosha Da S Ai Sanction A Blueprint For Safe Llms In High Risk Legal Work

Kenosha Da S Ai Sanction A Blueprint For Safe Llms In High Risk Legal Work

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7 min read
KimiAI-Pro — Engineering a Structured, Streaming, Multi-Project AI Workspace

KimiAI-Pro — Engineering a Structured, Streaming, Multi-Project AI Workspace

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5 min read
How to Enforce LLM Spend Limits Per Team Without Slowing Down Your Engineers

How to Enforce LLM Spend Limits Per Team Without Slowing Down Your Engineers

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7 min read
Run LLMs locally in Flutter apps

Run LLMs locally in Flutter apps

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6 min read
Low-Rank Matrix Factorization: Shrinking LLMs Without Breaking Their Brain

Low-Rank Matrix Factorization: Shrinking LLMs Without Breaking Their Brain

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2 min read
Production Optimization: Inference Cost and Performance Control

Production Optimization: Inference Cost and Performance Control

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10 min read
I Built an AI Clone of Myself - Fine-Tuning with 10 Years of Data and Voice Cloning

I Built an AI Clone of Myself - Fine-Tuning with 10 Years of Data and Voice Cloning

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13 min read
Why Your AI Cites Real Sources That Never Said That (And the 3-Layer Fix)

Why Your AI Cites Real Sources That Never Said That (And the 3-Layer Fix)

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6 min read
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