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AIchain: Connecting Steps into a Pipeline

AIchain: Connecting Steps into a Pipeline

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5 min read
Your Tech Stack Has an AI Problem: How to Audit and Fix It in 2026

Your Tech Stack Has an AI Problem: How to Audit and Fix It in 2026

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8 min read
The Shai-Hulud Worm Is Now Open Source — Here's How to Stop Self-Replicating Prompts Before They Reach Your LLM

The Shai-Hulud Worm Is Now Open Source — Here's How to Stop Self-Replicating Prompts Before They Reach Your LLM

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5 min read
How the itrstats tax assistant works: one query, every layer

How the itrstats tax assistant works: one query, every layer

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10 min read
The Hype Correction

The Hype Correction

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4 min read
Three Months of Speed-Up Experiments on a 3090 Ti: Autoregressive DFlash MTP for Qwen3.6-27B

Three Months of Speed-Up Experiments on a 3090 Ti: Autoregressive DFlash MTP for Qwen3.6-27B

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18 min read
The LLM Kept Saying “Fixed.” For Three Months, It Wasn’t.

The LLM Kept Saying “Fixed.” For Three Months, It Wasn’t.

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7 min read
Building llama.cpp from source on a Dell Precision T5820 with an RTX 3090 Ti (after seven power cycles)

Building llama.cpp from source on a Dell Precision T5820 with an RTX 3090 Ti (after seven power cycles)

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16 min read
Inference Arbitrage: How I Route 200+ Daily LLM Calls Across Five Models

Inference Arbitrage: How I Route 200+ Daily LLM Calls Across Five Models

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10 min read
How I Track Claude, Codex, and Gemini Quotas from One Script

How I Track Claude, Codex, and Gemini Quotas from One Script

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6 min read
Designing a Multi-Agent AI System for Content Analysis and Recommendations

Designing a Multi-Agent AI System for Content Analysis and Recommendations

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7 min read
I Cut My LLM API Bill by 73% — Here's the Exact Optimization Playbook

I Cut My LLM API Bill by 73% — Here's the Exact Optimization Playbook

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5 min read
Claude Mythos vs Opus 4.8: 90x More Firefox Exploits — But Stay on Opus Anyway

Claude Mythos vs Opus 4.8: 90x More Firefox Exploits — But Stay on Opus Anyway

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6 min read
What Production ML Systems Taught Me About AI Hallucinations

What Production ML Systems Taught Me About AI Hallucinations

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4 min read
AI Red-Teaming Techniques: A Practical Starting Point for Security Teams

AI Red-Teaming Techniques: A Practical Starting Point for Security Teams

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4 min read
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