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Stateless LLMs Are a Bigger Problem Than Hallucinations

Stateless LLMs Are a Bigger Problem Than Hallucinations

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4 min read
The Web Is Overcomplicated (And We’re All Responsible)

The Web Is Overcomplicated (And We’re All Responsible)

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3 min read
The Great Model Rush of February 2026 — And Why It Actually Makes Choosing Harder (Not Easier)

The Great Model Rush of February 2026 — And Why It Actually Makes Choosing Harder (Not Easier)

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5 min read
K-Means Clustering in R: Assumptions, Origins, Real-World Applications & Practical Guide

K-Means Clustering in R: Assumptions, Origins, Real-World Applications & Practical Guide

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6 min read
Reflection & Annotations in Java: Build a Mini Framework

Reflection & Annotations in Java: Build a Mini Framework

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3 min read
I Created My First AI-assisted Pull Request and I Feel Like a Fraud

I Created My First AI-assisted Pull Request and I Feel Like a Fraud

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2 min read
Windows Native App Development Is a Mess: A Practical Guide for 2026

Windows Native App Development Is a Mess: A Practical Guide for 2026

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4 min read
We Tried Giving an LLM Persistent Identity — Here’s What Broke

We Tried Giving an LLM Persistent Identity — Here’s What Broke

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3 min read
Inside the Agentic Loop: How 5 AI Agents Autonomously Investigate IT Incidents

Inside the Agentic Loop: How 5 AI Agents Autonomously Investigate IT Incidents

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3 min read
We Should Write Java Code Differently: Let's Get Practical

We Should Write Java Code Differently: Let's Get Practical

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8 min read
🎯 Hunting In-Memory Shellcode Evasion

🎯 Hunting In-Memory Shellcode Evasion

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5 min read
Architecture Traps – When AI Over‑Engineers

Architecture Traps – When AI Over‑Engineers

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4 min read
When Your LLM Starts Bleeding Context (And How I Fixed It)

When Your LLM Starts Bleeding Context (And How I Fixed It)

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6 min read
From Delayed Job to Solid Queue: How a 10-Year Rails App Finally Achieved Linear Scaling

From Delayed Job to Solid Queue: How a 10-Year Rails App Finally Achieved Linear Scaling

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1 min read
Can Ruby Read an X-Ray? Building a Medical Image Processor

Can Ruby Read an X-Ray? Building a Medical Image Processor

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1 min read
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