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When a Model Gets Stuck: How GPT‑5.2 Finished a 'Simple' Spinner That Opus 4.5 Couldn't

When a Model Gets Stuck: How GPT‑5.2 Finished a 'Simple' Spinner That Opus 4.5 Couldn't

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6 min read
Why I Built mlship: One Tool for All ML Frameworks

Why I Built mlship: One Tool for All ML Frameworks

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2 min read
Day 11: Invoking Amazon Titan from AWS Lambda (Serverless GenAI).

Day 11: Invoking Amazon Titan from AWS Lambda (Serverless GenAI).

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1 min read
From Prototype to Production: Building a Multimodal Video Search Engine

From Prototype to Production: Building a Multimodal Video Search Engine

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2 min read
Getting Started with 2D Games Using Pyxel (Part 3): Preparing Resource Files

Getting Started with 2D Games Using Pyxel (Part 3): Preparing Resource Files

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3 min read
I made a fast, structured PDF extractor for RAG; 300 pages a second

I made a fast, structured PDF extractor for RAG; 300 pages a second

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3 min read
Building a Production-Ready Portfolio: Phase-1 — Requirement Gathering & PRD

Building a Production-Ready Portfolio: Phase-1 — Requirement Gathering & PRD

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5 min read
Building a Medical-Grade Knowledge Graph: Mapping Drug Interactions with Neo4j and LlamaIndex 🩺💻

Building a Medical-Grade Knowledge Graph: Mapping Drug Interactions with Neo4j and LlamaIndex 🩺💻

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3 min read
🚀 Build a Real-Time Python Auction App (Beginner Guide)

🚀 Build a Real-Time Python Auction App (Beginner Guide)

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3 min read
Building a Production-Ready AI Loan Prediction System: A 15-Day Journey

Building a Production-Ready AI Loan Prediction System: A 15-Day Journey

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10 min read
Introducing etsi.ai - Practical and Open-Source Tools

Introducing etsi.ai - Practical and Open-Source Tools

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2 min read
Automating machine learning with AI agents

Automating machine learning with AI agents

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8 min read
The Two `if` Statements in Python Comprehensions (And Why Beginners Mix Them Up)

The Two `if` Statements in Python Comprehensions (And Why Beginners Mix Them Up)

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2 min read
The Python Matrix Gotcha That Silently Corrupts Your Data

The Python Matrix Gotcha That Silently Corrupts Your Data

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2 min read
I built a physics engine where gravity is just a floating-point budget error

I built a physics engine where gravity is just a floating-point budget error

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2 min read
Python Comprehensions Are Declarative (And Why That Matters)

Python Comprehensions Are Declarative (And Why That Matters)

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2 min read
Getting Started with 2D Games Using Pyxel (Part 2): Creating the Game Screen

Getting Started with 2D Games Using Pyxel (Part 2): Creating the Game Screen

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2 min read
Getting Started with 2D Games Using Pyxel (Part 1): Introduction

Getting Started with 2D Games Using Pyxel (Part 1): Introduction

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2 min read
Meet Daffy: A Lightweight Guardian for Your DataFrames

Meet Daffy: A Lightweight Guardian for Your DataFrames

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3 min read
Python - Stop storing passwords in plain text! A guide to werkzeug.security

Python - Stop storing passwords in plain text! A guide to werkzeug.security

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3 min read
When code generation suggests deprecated Pandas APIs — a case study

When code generation suggests deprecated Pandas APIs — a case study

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3 min read
"LLMs Can Do Everything": Autopsy of a Myth

"LLMs Can Do Everything": Autopsy of a Myth

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7 min read
I built a simple tool: Excel JSON with validation (free beta)

I built a simple tool: Excel JSON with validation (free beta)

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1 min read
TTT-E2E: The AI Model That Learns While It Reads (Goodbye Traditional Attention?)

TTT-E2E: The AI Model That Learns While It Reads (Goodbye Traditional Attention?)

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2 min read
Day 10: Storing Financial Data in DynamoDB with Python (Boto3).

Day 10: Storing Financial Data in DynamoDB with Python (Boto3).

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1 min read
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