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The Same Bug, Four Times, Three of Them Mine

The Same Bug, Four Times, Three of Them Mine

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4 min read
My bot logged a fresh decision every 5 minutes for over an hour. The price it was deciding on never moved once.

My bot logged a fresh decision every 5 minutes for over an hour. The price it was deciding on never moved once.

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3 min read
Free AI Tiers Bill You in Hours, Not Dollars

Free AI Tiers Bill You in Hours, Not Dollars

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4 min read
Nightly Drift Checks: Catch a Free Model's Behavior Change Before Your Users Do

Nightly Drift Checks: Catch a Free Model's Behavior Change Before Your Users Do

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6 min read
When I Asked AI to Analyze "FANG+" and It Started Investigating Oil Companies — The Ticker Symbol Trap

When I Asked AI to Analyze "FANG+" and It Started Investigating Oil Companies — The Ticker Symbol Trap

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3 min read
Chaos for the Cost-Conscious: Fault-Injecting Your LLM Pipeline on Free Hardware

Chaos for the Cost-Conscious: Fault-Injecting Your LLM Pipeline on Free Hardware

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4 min read
The Model Is a Dependency. The Contract Is the Product.

The Model Is a Dependency. The Contract Is the Product.

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5 min read
How to Implement Retrieval-Augmented Generation (RAG) with Re-Ranking

How to Implement Retrieval-Augmented Generation (RAG) with Re-Ranking

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5 min read
Can AI Remember What It Sees?

Can AI Remember What It Sees?

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2 min read
Schedule the Free Model for 2 AM

Schedule the Free Model for 2 AM

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5 min read
Free-Tier CI Triage: One Small Bot, End to End

Free-Tier CI Triage: One Small Bot, End to End

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5 min read
Which Commit Made the API Slow? A $0 Performance Detective

Which Commit Made the API Slow? A $0 Performance Detective

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3 min read
Why I'm Building an AI Layer on Top of Your CRM (Not a New One)

Why I'm Building an AI Layer on Top of Your CRM (Not a New One)

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4 min read
Token Forensics: Finding the Process That Ate Your Free Allowance

Token Forensics: Finding the Process That Ate Your Free Allowance

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4 min read
A Load-Testing Playbook for Free AI Servers (and Why I Wrote One)

A Load-Testing Playbook for Free AI Servers (and Why I Wrote One)

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4 min read
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