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When Claude Acts Like a Clod: Catching AI Fabrications: A QA Engineer’s Field Notes

When Claude Acts Like a Clod: Catching AI Fabrications: A QA Engineer’s Field Notes

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3 min read
I built a REST API that parses job descriptions into structured JSON using Claude Haiku, here's how...

I built a REST API that parses job descriptions into structured JSON using Claude Haiku, here's how...

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2 min read
LLM Agents Need a Nervous System, Not Just a Brain

LLM Agents Need a Nervous System, Not Just a Brain

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3 min read
When the Scraper Breaks Itself: Building a Self-Healing CSS Selector Repair System

When the Scraper Breaks Itself: Building a Self-Healing CSS Selector Repair System

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8 min read
Indexatron: Teaching Local LLMs to See Family Photos

Indexatron: Teaching Local LLMs to See Family Photos

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4 min read
The 22,000 Token Tax: Why I Killed My MCP Server

The 22,000 Token Tax: Why I Killed My MCP Server

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6 min read
The hidden cost of GPT-4o: what every SaaS founder should know about per-user LLM spend it

The hidden cost of GPT-4o: what every SaaS founder should know about per-user LLM spend it

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4 min read
How I built an AI that reads bank contracts the way bankers do (not the way customers do)

How I built an AI that reads bank contracts the way bankers do (not the way customers do)

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3 min read
The LLM Is the New Parser

The LLM Is the New Parser

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2 min read
VoidLLM vs LiteLLM - An Honest Comparison from the Builder's Perspective

VoidLLM vs LiteLLM - An Honest Comparison from the Builder's Perspective

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3 min read
Recognition Is All You Need: Human–AI Dynamics as Cognitive Amplification with Enforced Participation

Recognition Is All You Need: Human–AI Dynamics as Cognitive Amplification with Enforced Participation

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6 min read
LiteLLM vs AegisFlow: honest comparison from someone who built the alternative

LiteLLM vs AegisFlow: honest comparison from someone who built the alternative

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3 min read
Why AI Agent Outputs Need Adversarial Review (and How to Add It in One API Call)

Why AI Agent Outputs Need Adversarial Review (and How to Add It in One API Call)

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4 min read
Open-Weight AI Models Just Caught Up With GPT, Gemini and Claude. Here's What That Means for Where Intelligence Runs.

Open-Weight AI Models Just Caught Up With GPT, Gemini and Claude. Here's What That Means for Where Intelligence Runs.

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4 min read
Reducing bootstrap memory cost in LLM agents

Reducing bootstrap memory cost in LLM agents

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1 min read
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