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Why I Stopped Counting Tokens: Building a Zero‑Token Cognition Engine

Why I Stopped Counting Tokens: Building a Zero‑Token Cognition Engine

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1 min read
Prompt Injection in AI Coding Agents: 3 Attack Vectors, 4 Defenses

Prompt Injection in AI Coding Agents: 3 Attack Vectors, 4 Defenses

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12 min read
Qwen3.6 Performance Boost with vLLM, New Ollama Management Tool & 35B Model

Qwen3.6 Performance Boost with vLLM, New Ollama Management Tool & 35B Model

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3 min read
Building AI Resume Tailor — v0 build notes

Building AI Resume Tailor — v0 build notes

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7 min read
Trained, Not Prompted: Why Fine-Tuned Models Beat LLM Wrappers for Offensive Security

Trained, Not Prompted: Why Fine-Tuned Models Beat LLM Wrappers for Offensive Security

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2 min read
The Most Expensive Hallucination of 2026: A Court Filing Goes Sideways

The Most Expensive Hallucination of 2026: A Court Filing Goes Sideways

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8 min read
5 RAG Failure Modes Nobody Warns You About in the Tutorials

5 RAG Failure Modes Nobody Warns You About in the Tutorials

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7 min read
APMs Traditionally Don't Measure Correctness — Here's What Does

APMs Traditionally Don't Measure Correctness — Here's What Does

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7 min read
GLM-5.1 Beat GPT-5.4 at Coding — Under MIT License. Should You Actually Switch?

GLM-5.1 Beat GPT-5.4 at Coding — Under MIT License. Should You Actually Switch?

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8 min read
Muse Spark beats Llama 4 with 10x less compute. Here's how.

Muse Spark beats Llama 4 with 10x less compute. Here's how.

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7 min read
Meta's $135B AI Capex: Four Shifts Your Stack Should Plan For

Meta's $135B AI Capex: Four Shifts Your Stack Should Plan For

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8 min read
Atlassian's AI Announcement: 1,600 Roles Cut, 900+ in R&D. Read It Carefully.

Atlassian's AI Announcement: 1,600 Roles Cut, 900+ in R&D. Read It Carefully.

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7 min read
The "Let's Think Step by Step" Trick Is Now Hurting Your Prompts. Here's What Replaced It.

The "Let's Think Step by Step" Trick Is Now Hurting Your Prompts. Here's What Replaced It.

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7 min read
An AI Agent Burned $4,200 in 63 Hours. Three Guardrails That Catch It.

An AI Agent Burned $4,200 in 63 Hours. Three Guardrails That Catch It.

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7 min read
Claude Opus 4.6 Hit 80.84% on SWE-bench. What That Hides.

Claude Opus 4.6 Hit 80.84% on SWE-bench. What That Hides.

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8 min read
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