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Project EREN: My Journey to Building a CUDA-Powered LLM Inference Engine

Project EREN: My Journey to Building a CUDA-Powered LLM Inference Engine

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4 min read
The website said no. The assistant helped itself.

The website said no. The assistant helped itself.

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5 min read
When to fine-tune a small model for one narrow task

When to fine-tune a small model for one narrow task

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6 min read
Build an AI Automation with an RSS Trigger in n8n

Build an AI Automation with an RSS Trigger in n8n

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3 min read
A bank statement can carry hidden orders for an AI

A bank statement can carry hidden orders for an AI

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6 min read
AI Agents in Production: Identity, Budgets, and Blast Radius

AI Agents in Production: Identity, Budgets, and Blast Radius

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5 min read
Fine-tune an open model on one GPU with a job that stops itself ($0.05, 4 minutes)

Fine-tune an open model on one GPU with a job that stops itself ($0.05, 4 minutes)

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5 min read
Soul in Motion — 9:06 PM | 2026-10-22

Soul in Motion — 9:06 PM | 2026-10-22

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2 min read
Random rewards, real gains: what Spurious Rewards says about RLVR

Random rewards, real gains: what Spurious Rewards says about RLVR

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2 min read
The Agentic Pentest-Framework Landscape (2026)

The Agentic Pentest-Framework Landscape (2026)

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5 min read
What changed in MCP 2026-07-28 for server authors: stateless requests and server/discover

What changed in MCP 2026-07-28 for server authors: stateless requests and server/discover

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4 min read
Beyond Chatbots: Designing Tool-Aware AI Agents with LangChain & Gemini

Beyond Chatbots: Designing Tool-Aware AI Agents with LangChain & Gemini

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2 min read
What broke when we made eight AI models work as one dev team

What broke when we made eight AI models work as one dev team

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5 min read
Your Eval Score Might Be Lying: How Judges, Benchmarks, and Retrieval Quality Quietly Skew Results

Your Eval Score Might Be Lying: How Judges, Benchmarks, and Retrieval Quality Quietly Skew Results

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7 min read
How AI Calling Agents Work: STT, LLM and TTS in One Call

How AI Calling Agents Work: STT, LLM and TTS in One Call

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3 min read
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