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I pay an LLM to approve bad reviews

I pay an LLM to approve bad reviews

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5 min read
Building NICHLYST: The 14-Day Clock, the "Web App" Illusion, and Hardening the Archive

Building NICHLYST: The 14-Day Clock, the "Web App" Illusion, and Hardening the Archive

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4 min read
I Replaced My TTS Engine. The API Call Was the Easy Part.

I Replaced My TTS Engine. The API Call Was the Easy Part.

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5 min read
Demystifying Python Decorators: The "Gift Wrapper" Pattern Explained Simply 🎁

Demystifying Python Decorators: The "Gift Wrapper" Pattern Explained Simply 🎁

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3 min read
I built a tool that scans your codebase before generating your Privacy Policy

I built a tool that scans your codebase before generating your Privacy Policy

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2 min read
🚀 Crowdwide Just Became a KODA Season 2 Champion 👑

🚀 Crowdwide Just Became a KODA Season 2 Champion 👑

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2 min read
How I Built a Fully Automated Brand Abuse Detection & DMCA Pipeline in n8n

How I Built a Fully Automated Brand Abuse Detection & DMCA Pipeline in n8n

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6 min read
Decoding the LLM's 'Subconscious': Building Implicit Risk Control via NLP Semantic Parsing

Decoding the LLM's 'Subconscious': Building Implicit Risk Control via NLP Semantic Parsing

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5 min read
Why Tarot Birth Card Calculators Disagree — and How I Made the Math Visible

Why Tarot Birth Card Calculators Disagree — and How I Made the Math Visible

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2 min read
Implementing Multi‑Tenancy Scoping Across the VS API – A Step‑by‑Step Code Walkthrough

Implementing Multi‑Tenancy Scoping Across the VS API – A Step‑by‑Step Code Walkthrough

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4 min read
Stop Mocking Everything: The Case for Integration Tests

Stop Mocking Everything: The Case for Integration Tests

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1 min read
I built a full suite of Windows apps solo — no installs, no bloat, no data collection

I built a full suite of Windows apps solo — no installs, no bloat, no data collection

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2 min read
Finally shipping v1.0.7: Fixing the silent Google Sign-In & Paywall bugs in my Flutter app published: true

Finally shipping v1.0.7: Fixing the silent Google Sign-In & Paywall bugs in my Flutter app published: true

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2 min read
Turning LLM 'Muttering' into Hard Risk Control: The F-072 Risk Word Capture & Dynamic De-risking Mechanism

Turning LLM 'Muttering' into Hard Risk Control: The F-072 Risk Word Capture & Dynamic De-risking Mechanism

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5 min read
I Tried to Recreate a 2008 .NET Developer With AI. I Broke My Own Experiment 4 Times.

I Tried to Recreate a 2008 .NET Developer With AI. I Broke My Own Experiment 4 Times.

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5 min read
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