--- title: Keynote: The Pursuit Of Purity (The Right Way To Do AI)... description: A keynote talk by Marlene Mhangami, senior developer advocate at Microsoft/GitHub, exploring the Python community's complicated relationship with AI. She... canonical: https://daily.dev/posts/keynote-the-pursuit-of-purity-the-right-way-to-do-ai---marlene-mhangami-ixecuzspi twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Keynote: The Pursuit Of Purity (The Right Way To Do AI) - Marlene Mhangami | daily.dev og:description: A keynote talk by Marlene Mhangami, senior developer advocate at Microsoft/GitHub, exploring the Python community's complicated relationship with AI. She... og:url: https://daily.dev/posts/keynote-the-pursuit-of-purity-the-right-way-to-do-ai---marlene-mhangami-ixecuzspi og:image: https://api.daily.dev/og/posts/IxeCuZsPI.png og:image:alt: Keynote: The Pursuit Of Purity (The Right Way To Do AI) - Marlene Mhangami og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Keynote: The Pursuit Of Purity (The Right Way To Do AI) - Marlene Mhangami **[EuroPython Conference](https://daily.dev/sources/europython)** · 48 min read · 0 upvotes · 0 comments ## Summary A keynote talk by Marlene Mhangami, senior developer advocate at Microsoft/GitHub, exploring the Python community's complicated relationship with AI. She covers how LLM progress was built on the Python ecosystem, surveys the spectrum from AI optimists to skeptics, and introduces agentic coding concepts including the agentic loop, context engineering, MCP, and verification strategies using Playwright. She draws a personal analogy about the search for a 'right way' to do things, ultimately concluding there is no single correct approach to AI — encouraging Python developers to experiment, understand the technology, and strengthen human agency. The talk also touches on open source maintainer burnout from AI-generated PRs and security risks from vibe coding. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Learnings from the PyAI conference](https://daily.dev/posts/learnings-from-the-pyai-conference-pne8ghxde) · Pamela Fox · 1 upvotes · 0 comments --- Tags: [#python](https://daily.dev/tags/python), [#github](https://daily.dev/tags/github), [#llm](https://daily.dev/tags/llm), [#ai-agents](https://daily.dev/tags/ai-agents), [#ai-coding](https://daily.dev/tags/ai-coding) [View this post on daily.dev](https://daily.dev/posts/keynote-the-pursuit-of-purity-the-right-way-to-do-ai---marlene-mhangami-ixecuzspi) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Keynote: The Pursuit Of Purity (The Right Way To Do AI) - Marlene Mhangami","url":"https://daily.dev/posts/keynote-the-pursuit-of-purity-the-right-way-to-do-ai---marlene-mhangami-ixecuzspi","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/keynote-the-pursuit-of-purity-the-right-way-to-do-ai---marlene-mhangami-ixecuzspi"},"datePublished":"2026-07-27T10:28:15.741Z","dateModified":"2026-07-27T10:28:35.532Z","description":"A keynote talk by Marlene Mhangami, senior developer advocate at Microsoft/GitHub, exploring the Python community's complicated relationship with AI. 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