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Why LLMs Should Never Touch Money Directly: Building an AI Payment Recovery Agent Solo

Why LLMs Should Never Touch Money Directly: Building an AI Payment Recovery Agent Solo

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11 min read
Building StudySift Without Third-Party Dependencies

Building StudySift Without Third-Party Dependencies

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6 min read
We killed nock with 500 lines of Python stdlib — and still recorded the OpenAI API

We killed nock with 500 lines of Python stdlib — and still recorded the OpenAI API

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6 min read
I Built a File Organizer Without Installing a Single Package

I Built a File Organizer Without Installing a Single Package

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5 min read
No pip install? No problem. Building RepoXray with Python's Standard Library

No pip install? No problem. Building RepoXray with Python's Standard Library

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5 min read
I Built a Crash-Safe Database From Scratch Because I Wasn't Allowed to pip install Anything

I Built a Crash-Safe Database From Scratch Because I Wasn't Allowed to pip install Anything

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4 min read
I Built a Security Attack Analysis Engine Without Installing a Single Runtime Package

I Built a Security Attack Analysis Engine Without Installing a Single Runtime Package

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9 min read
TwoKeys: AI Agents Can Act, but Should They Decide?

TwoKeys: AI Agents Can Act, but Should They Decide?

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6 min read
Silent Failures, Not Crashes: What Building an Agentic System in Two Weeks Taught Us

Silent Failures, Not Crashes: What Building an Agentic System in Two Weeks Taught Us

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3 min read
LifeOps: Delegating Outcomes, Not Checklists

LifeOps: Delegating Outcomes, Not Checklists

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4 min read
The Phishing Site Tried to Talk to My AI. That Became the Evidence.

The Phishing Site Tried to Talk to My AI. That Became the Evidence.

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7 min read
The Answer Looked Right. That Was the Problem.

The Answer Looked Right. That Was the Problem.

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5 min read
HackSpire’26: Where Technology Meets Shakti ⚡

HackSpire’26: Where Technology Meets Shakti ⚡

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5 min read
From “What If?” to “Let’s Build It.”

From “What If?” to “Let’s Build It.”

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2 min read
I Built an AI Agent That Negotiates My Bills For Me, Here's Everything That Went Wrong

I Built an AI Agent That Negotiates My Bills For Me, Here's Everything That Went Wrong

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4 min read
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