Как я выбираю моменты для Shorts: почему LLM + транскрипт почти всегда дают мусор
Это третья статья про мой "аниме завод" — систему, которая автоматически превращает длинные эпизоды в Shorts. Если хотите полный контекст, вот предыдущие части:
https://habr.com/ru/articles/1021552/
#llm #shorts #python #cv #computer_vision #signal_processing #multimodal #transcript #youtube_shorts #ai
#AICodingAgents are evolving fast.
In this #InfoQ video, Sepehr Khosravi breaks down today’s leading tools (Cursor, Claude Code, and beyond), where each excels, and how to get production-ready results.
Learn:
🔹 What each top AI coding agent is best (and worst) at
🔹 Best strategies that improve code quality
🔹 How to evaluate and choose copilots that genuinely boost team velocity
🎬 Watch now: https://bit.ly/4sslG8m
📄 #transcript included
𝐖𝐡𝐨 𝐬𝐡𝐨𝐮𝐥𝐝 𝐰𝐚𝐭𝐜𝐡? Software Engineers, Product Managers, AI enthusiasts, and technical leaders looking to maximize engineering productivity with GenAI.
AI coding assistants aren’t slowing down! Every week brings a new model, workflow, or spec-writing approach.
In this #InfoQ video, Birgitta Böckeler steps back to examine the last 12 months from a higher altitude:
What major shifts have happened - and where are we now❓
🎬 Watch now: https://bit.ly/3Ovu1tM
📄 #transcript included
500+ services. 128M users. One massive #Kubernetes migration.
#CaseStudy - How #Duolingo transformed its backend platform with #AmazonEKS:
• Why they migrated to EKS
• Blue-green & ephemeral dev deployments
• Challenges & lessons learned
• What to expect in a major platform migration
🎬 Watch the #InfoQ video: https://bit.ly/41SV1qa
📄 #transcript included
From NoOps to “NoDevs”?
AI coding agents are moving fast - and using them effectively requires a shift in mindset.
Adrian Cockcroft is already using AI agent swarms to do “several days’ work in 15 minutes”.
His view: Engineers should spend less time on manual coding and more on the platforms that orchestrate AI systems.
💡 Tip: Experiment first. Play with tools on personal projects to see what actually works before bringing them into production.
🎬 Watch the #InfoQ video for more insights: https://bit.ly/4dqTFKv
📄 #transcript included
Stop thinking of your career as a ladder!
A #TechCareer is not short, straight, or evenly spaced - it is a long, winding, and often challenging journey.
In this #InfoQ video, Sophie Weston shares how she grew from Junior Developer → #PrincipalEngineer, covering the skills, strategies, and support that shaped her path.
🎬 Watch now: https://bit.ly/4toP00f
📄 #transcript included
Log4Shell - Spring4Shell - The XZ Backdoor
These aren't just headlines - they are wake-up calls! As the software ecosystem grows more complex, the question remains: Are we ready for the next #CyberSecurity crisis?
In this #InfoQ video, Soroosh Khodami shares practical strategies to secure your development lifecycle, whether you're a lean startup or a global enterprise.
🎬 Watch now: https://bit.ly/4cq4DxN
📄 #transcript included
Security vs. Architecture: To betray one is to destroy both!
Learn how to keep #Security & #SoftwareArchitecture:
✅ Consistent
✅ Coherent
✅ Complementary
...so they reinforce each other and support your outcomes instead of undermining them.
🎬 Watch now | 📄 #transcript included: https://bit.ly/4dInOVR
The story of an underdog that didn't come from Silicon Valley: #MongoDB.
It all started with frustration, not a business plan. Databases were slow & rigid - while the rest of the tech stack was moving faster.
That friction sparked a movement - in meetups, forums, and open-source repos - where listening & building in the open turned users into co-conspirators.
MongoDB’s journey is about:
• Bold architectural bets
• Hard-won lessons in trust and resilience
• Why a developer-first, community-driven approach wins
🎬 Watch now | 📄 #transcript included - https://bit.ly/4sb57NU
#OpenSource #CommunityDriven #SoftwareEngineering #Databases #InfoQ
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