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A Quota-Aware Proxy for Free AI Endpoints: Treating Limits as a Budget, Not a Wall

A Quota-Aware Proxy for Free AI Endpoints: Treating Limits as a Budget, Not a Wall

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3 min read
A Runaway Prompt Is a Tenant: Fair Scheduling on a Shared Free Endpoint

A Runaway Prompt Is a Tenant: Fair Scheduling on a Shared Free Endpoint

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4 min read
Backtesting overfitting: why your backtest lies and how to make it honest

Backtesting overfitting: why your backtest lies and how to make it honest

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3 min read
Architectural Breakdown: Can AI Remember What It Sees?

Architectural Breakdown: Can AI Remember What It Sees?

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4 min read
Week 4 - Task 2.3 : From Functions to Powerful Decorators 🐍💜

Week 4 - Task 2.3 : From Functions to Powerful Decorators 🐍💜

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5 min read
Week 04- Task 2.2: functools Toolkit: reduce, partial, lru_cache & wraps 🧰

Week 04- Task 2.2: functools Toolkit: reduce, partial, lru_cache & wraps 🧰

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4 min read
Building a Google Review Pipeline with the Business Profile API

Building a Google Review Pipeline with the Business Profile API

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4 min read
Week 04 - Task 1.2: dunder/magic methods (__init__, __repr__, __eq__, __len__, __add__, etc.)

Week 04 - Task 1.2: dunder/magic methods (__init__, __repr__, __eq__, __len__, __add__, etc.)

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4 min read
Week 04 - Task 1.3 : @dataclass, abstract base classes via the abc module & composition vs inheritance

Week 04 - Task 1.3 : @dataclass, abstract base classes via the abc module & composition vs inheritance

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3 min read
Practice Pandas and NumPy Without Installing Anything (Free Browser Compiler)

Practice Pandas and NumPy Without Installing Anything (Free Browser Compiler)

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3 min read
Tool Evidence Guard v0.1.0: verificar datos antes de responder con un agente

Tool Evidence Guard v0.1.0: verificar datos antes de responder con un agente

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5 min read
Your Data Structure Is Too Flexible

Your Data Structure Is Too Flexible

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5 min read
Hotel price tracking with Google Hotels data: an API in 10 minutes (Python + n8n)

Hotel price tracking with Google Hotels data: an API in 10 minutes (Python + n8n)

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4 min read
We Built an AI Agent That Intentionally Breaks Code to Fix It Before Hackers Do

We Built an AI Agent That Intentionally Breaks Code to Fix It Before Hackers Do

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1 min read
Postmortem: Path Allowlist Matched the Client CWD, Not the Job Root

Postmortem: Path Allowlist Matched the Client CWD, Not the Job Root

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7 min read
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