docs: add links to technical blogs on LLMs and coding tasks in core a…

[mrT23]

User description

…bilities index

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PR Type

Documentation, Enhancement

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Description

• Added a new "Blogs" section to the core abilities index document
• Included five technical blog links from Qodo, focusing on LLMs and coding tasks
• Enhanced the document with additional resources for deeper insights into LLM capabilities in software development
• Preserved existing content, including the list of core abilities

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Changes walkthrough 📝

	Relevant files
Documentation	index.md Add technical blog links to core abilities index                  docs/docs/core-abilities/index.md Added a new "Blogs" section with an introductory paragraph Listed five technical blog links from Qodo related to LLMs and coding tasks Maintained existing content, including the list of core abilities +13/-1

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PR Reviewer Guide 🔍

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⏱️ Estimated effort to review: 1 🔵⚪⚪⚪⚪

🏅 Score: 95

🧪 No relevant tests

🔒 No security concerns identified

🔀 No multiple PR themes

⚡ Recommended focus areas for review Content Consistency Ensure that the new "Blogs" section aligns with the document's overall structure and purpose

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PR Code Suggestions ✨

Explore these optional code suggestions:

Category	Suggestion	Score
Enhancement	✅ Organize blog links into categories for improved navigation and readability Consider grouping the blog links into categories based on their topics. This will help readers quickly find articles related to specific areas of interest, such as code generation, development processes, or cost optimization. docs/docs/core-abilities/index.md [14-24] ## Blogs Here are some additional technical blogs from Qodo, that delve deeper into the core capabilities and features of Large Language Models (LLMs) when applied to coding tasks. These resources provide more comprehensive insights into leveraging LLMs for software development. +### Code Generation and LLMs +- [State-of-the-art Code Generation with AlphaCodium – From Prompt Engineering to Flow Engineering](https://www.qodo.ai/blog/qodoflow-state-of-the-art-code-generation-for-code-contests/) +- [RAG for a Codebase with 10k Repos](https://www.qodo.ai/blog/rag-for-large-scale-code-repos/) -- [State-of-the-art Code Generation with AlphaCodium – From Prompt Engineering to Flow Engineering](https://www.qodo.ai/blog/qodoflow-state-of-the-art-code-generation-for-code-contests/) +### Development Processes - [Understanding the Challenges and Pain Points of the Pull Request Cycle](https://www.qodo.ai/blog/understanding-the-challenges-and-pain-points-of-the-pull-request-cycle/) -- [RAG for a Codebase with 10k Repos](https://www.qodo.ai/blog/rag-for-large-scale-code-repos/) - [Introduction to Code Coverage Testing](https://www.qodo.ai/blog/introduction-to-code-coverage-testing/) + +### Cost Optimization - [Reduce Your Costs by 30% When Using GPT for Python Code](https://www.qodo.ai/blog/reduce-your-costs-by-30-when-using-gpt-3-for-python-code/) [Suggestion has been applied] Suggestion importance[1-10]: 8 Why: This suggestion significantly improves the structure and organization of the blog section. By grouping related topics, it enhances navigation and makes it easier for readers to find relevant content, which is particularly valuable as the list of resources grows.	8
	Add brief descriptions to each blog link to provide more context for readers Consider adding a brief description or key takeaway for each blog link. This will give readers a quick overview of what to expect from each article, making it easier for them to decide which ones are most relevant to their interests or needs. docs/docs/core-abilities/index.md [20-24] -- [State-of-the-art Code Generation with AlphaCodium – From Prompt Engineering to Flow Engineering](https://www.qodo.ai/blog/qodoflow-state-of-the-art-code-generation-for-code-contests/) -- [Understanding the Challenges and Pain Points of the Pull Request Cycle](https://www.qodo.ai/blog/understanding-the-challenges-and-pain-points-of-the-pull-request-cycle/) -- [RAG for a Codebase with 10k Repos](https://www.qodo.ai/blog/rag-for-large-scale-code-repos/) -- [Introduction to Code Coverage Testing](https://www.qodo.ai/blog/introduction-to-code-coverage-testing/) -- [Reduce Your Costs by 30% When Using GPT for Python Code](https://www.qodo.ai/blog/reduce-your-costs-by-30-when-using-gpt-3-for-python-code/) +- [State-of-the-art Code Generation with AlphaCodium – From Prompt Engineering to Flow Engineering](https://www.qodo.ai/blog/qodoflow-state-of-the-art-code-generation-for-code-contests/) - Explores advanced techniques in AI-driven code generation. +- [Understanding the Challenges and Pain Points of the Pull Request Cycle](https://www.qodo.ai/blog/understanding-the-challenges-and-pain-points-of-the-pull-request-cycle/) - Analyzes common issues in the PR process and potential solutions. +- [RAG for a Codebase with 10k Repos](https://www.qodo.ai/blog/rag-for-large-scale-code-repos/) - Discusses implementing Retrieval-Augmented Generation for large-scale codebases. +- [Introduction to Code Coverage Testing](https://www.qodo.ai/blog/introduction-to-code-coverage-testing/) - Provides an overview of code coverage testing and its importance in software development. +- [Reduce Your Costs by 30% When Using GPT for Python Code](https://www.qodo.ai/blog/reduce-your-costs-by-30-when-using-gpt-3-for-python-code/) - Offers strategies to optimize costs when using GPT models for Python development. Apply this suggestion Suggestion importance[1-10]: 7 Why: This suggestion enhances readability and user experience by providing quick overviews of each blog post. It helps readers quickly determine which articles are most relevant to their interests, improving the overall usefulness of the resource list.	7

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