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Why I built a privacy-first LLM proxy

Why I built a privacy-first LLM proxy

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4 min read
Prompt Injection Defense: The Input Sanitization Patterns That Actually Work

Prompt Injection Defense: The Input Sanitization Patterns That Actually Work

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2 min read
Today's LLM Frontier: From the Breakthrough of Kimi K2.5 to GPT-5.4/Gemini Flash-Lite

Today's LLM Frontier: From the Breakthrough of Kimi K2.5 to GPT-5.4/Gemini Flash-Lite

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3 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
Building a Production-Grade LLM Customer Service in 8 Weeks: Architecture Decisions, Pitfalls, and Best Practices

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

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13 min read
Building a Cloud-Native Agentic AI Research App: A Comprehensive Deep Dive into pgvector, Remix, and Multimodal LLMs

Building a Cloud-Native Agentic AI Research App: A Comprehensive Deep Dive into pgvector, Remix, and Multimodal LLMs

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8 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
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
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
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
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
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
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