Category: best-practices
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Probabilistic Multi-Variant Reasoning: Turning Fluent LLM Answers Into Weighted Options
Probabilistic Multi-Variant Reasoning: Turning Fluent LLM Answers Into Weighted Options Human-guided AI collaboration The post Probabilistic Multi-Variant Reasoning: Turning Fluent LLM Answers Into Weighted Options appeared first on Towards Data Science. alan nekhom Go to original source
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What Does “Following Best Practices” Mean in the Age of AI?
What Does “Following Best Practices” Mean in the Age of AI? How data and ML practitioners should navigate a rapidly changing landscape The post What Does “Following Best Practices” Mean in the Age of AI? appeared first on Towards Data Science. TDS Editors Go to original source
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Reducing Time to Value for Data Science Projects: Part 4
Reducing Time to Value for Data Science Projects: Part 4 Embrace your inner software developer The post Reducing Time to Value for Data Science Projects: Part 4 appeared first on Towards Data Science. Kristopher McGlinchey Go to original source
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The Journey from Jupyter to Programmer: A Quick-Start Guide
The Journey from Jupyter to Programmer: A Quick-Start Guide Explore the real benefits of ditching the notebook The post The Journey from Jupyter to Programmer: A Quick-Start Guide appeared first on Towards Data Science. Lucy Dickinson Go to original source
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How Not to Write an MCP Server
How Not to Write an MCP Server I recently had the chance to create an MCP server for an observability application in order to provide the AI agent with dynamic code analysis capabilities. Because of its potential to transform applications, MCP is a technology I’m even more ecstatic about than I originally was about genAI…
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Measuring the Cost of Production Issues on Development Teams
Measuring the Cost of Production Issues on Development Teams Deprioritizing quality sacrifices both software stability and velocity, leading to costly issues. Investing in quality boosts speed and outcomes. Image by the author. (AI generated Midjourney) Investing in software quality is often easier said than done. Although many engineering managers express a commitment to high-quality software,…