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Idkwhttsay

In July 2025, Danil Tatarinov developed a Python code generation recipe for the ibm-granite-community/granite-code-cookbook repository, focusing on AI-assisted code creation from natural language prompts. Leveraging IBM Granite models, he implemented one-shot and few-shot prompting workflows, system prompts to guide code quality, and comprehensive setup instructions. The solution, built using Python and Jupyter Notebook, included detailed documentation and a user guide to streamline onboarding and adoption. Danil’s work established end-to-end tooling for rapid prototyping, enabling developers to generate consistent Python code efficiently and reuse prompt engineering strategies, thereby accelerating productivity and improving the integration of large language models.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
460
Activity Months1

Work History

July 2025

1 Commits • 1 Features

Jul 1, 2025

In July 2025, delivered a new Python code generation recipe leveraging IBM Granite models, enabling AI-assisted Python code creation from natural language prompts. The feature includes setup instructions, one-shot and few-shot prompting workflows, and system prompts to steer code quality, accompanied by a comprehensive user guide. This work establishes end-to-end tooling for rapid prototyping and accelerates developer productivity through reusable prompts and guidance.

Activity

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Quality Metrics

Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance100.0%
AI Usage100.0%

Skills & Technologies

Programming Languages

Jupyter NotebookPython

Technical Skills

AICode GenerationLarge Language ModelsPrompt EngineeringPython Development

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

ibm-granite-community/granite-code-cookbook

Jul 2025 Jul 2025
1 Month active

Languages Used

Jupyter NotebookPython

Technical Skills

AICode GenerationLarge Language ModelsPrompt EngineeringPython Development

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