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# llm

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Local LLM Video Captioning: Private, Powerful, Open-Source

Local LLM Video Captioning: Private, Powerful, Open-Source

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6 min read
When CLAUDE.md Stops Working: Adding Vector Memory to Claude Code

When CLAUDE.md Stops Working: Adding Vector Memory to Claude Code

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10 min read
I Audited My Own AI Agent's Token Usage. It Was Burning €42/Month for No Reason.

I Audited My Own AI Agent's Token Usage. It Was Burning €42/Month for No Reason.

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4 min read
AI Hallucination Squatting: The New Agentic Attack Vector

AI Hallucination Squatting: The New Agentic Attack Vector

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12 min read
Anthropic Proved AI Can't Evaluate Its Own Work. Here's How I Rebuilt My Claude Code Setup Around That.

Anthropic Proved AI Can't Evaluate Its Own Work. Here's How I Rebuilt My Claude Code Setup Around That.

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5 min read
AIGoat - AI Security Playground to Attack and Defend LLMs. All Running Locally
Cover image for AIGoat - AI Security Playground to Attack and Defend LLMs. All Running Locally

AIGoat - AI Security Playground to Attack and Defend LLMs. All Running Locally

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3 min read
Why AI Hallucinates Even When It Knows the Answer

Why AI Hallucinates Even When It Knows the Answer

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5 min read
Stop Hardcoding Model Fallbacks: Let Production Data Pick Your Paths

Stop Hardcoding Model Fallbacks: Let Production Data Pick Your Paths

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8 min read
How I Built a Hallucination Detector for RAG Pipelines in Python

How I Built a Hallucination Detector for RAG Pipelines in Python

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3 min read
The Production Agent Checklist: What Every AI Agent Needs Before It Touches Real Users

The Production Agent Checklist: What Every AI Agent Needs Before It Touches Real Users

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9 min read
SEO Is Dead? No. But the Game Changed.

SEO Is Dead? No. But the Game Changed.

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11 min read
The AI Engineer's Toolkit: Moving Beyond Prompt Engineering to Build Robust AI Applications

The AI Engineer's Toolkit: Moving Beyond Prompt Engineering to Build Robust AI Applications

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5 min read
OpenTelemetry Traces Your LLM. It Does Not Fix It.

OpenTelemetry Traces Your LLM. It Does Not Fix It.

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3 min read
Retrieval Finds Candidates. Reranking Finds the Right One.
Cover image for Retrieval Finds Candidates. Reranking Finds the Right One.

Retrieval Finds Candidates. Reranking Finds the Right One.

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4 min read
I Tried Speculative Decoding on RTX 4060 8GB — Every Config Was Slower Than Baseline

I Tried Speculative Decoding on RTX 4060 8GB — Every Config Was Slower Than Baseline

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8 min read
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