# OSMU - AI Content Transformation Platform (Full Documentation)

> This is the extended version of [llms.txt](https://osmu.app/llms.txt).
> OSMU transforms any content (YouTube videos, blog posts, articles) into multiple formats optimized for different platforms. Supports 20+ languages with AI-powered translation and platform-specific optimization.

## Key Features

- **Content Sources**: YouTube videos (with transcript extraction), blog posts, articles, any URL
- **Output Formats**: Blog posts, LinkedIn posts, X/Twitter threads, TikTok scripts, YouTube Shorts scripts, Instagram posts, Newsletters
- **Languages**: 20+ languages including English, Korean, Japanese, Chinese, Spanish, French, German, etc.
- **AI-Powered**: Uses advanced LLMs for translation, summarization, and platform optimization

## Pricing

- Free tier: 3 conversions per month
- Pro tier: Unlimited conversions, priority processing
- Enterprise: Custom solutions, API access

## Links

- [Website](https://osmu.app)
- [Blog](https://osmu.app/en/blog)
- [Abbreviated version (llms.txt)](https://osmu.app/llms.txt)

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## Recent Blog Posts

### Uncategorized

- [(Lenny's Podcast) How to Scale Quality and Creativity with AI: A Design Leader's Guide](https://osmu.app/en/blog/how-to-scale-quality-and-creativity-with-ai-a-design-leaders-guide) [en]: Learn how to use AI without sacrificing quality, intentionality, and artistry. Discover 4 proven strategies for building products with soul and charac
- [(Lenny's Podcast) AI Software Factory: How to Eliminate Bottlenecks for Speed](https://osmu.app/en/blog/ai-software-factory-how-to-eliminate-bottlenecks-for-speed) [en]: Learn how to identify and remove bottlenecks in product development using AI agents. Geoff Charles reveals Ramp's factory approach to shipping faster.
- [(Lenny's Podcast) Marty Cagan's 10 Product Regrets: Lessons for Modern PMs](https://osmu.app/en/blog/marty-cagans-10-product-regrets-lessons-for-modern-pms) [en]: Marty Cagan reveals his biggest regrets in product management and why business viability, problem discovery, and thinking matter more than process.
- [(a16z) How to Spot Exceptional Talent Before Everyone Else](https://osmu.app/en/blog/how-to-spot-exceptional-talent-before-everyone-else) [en]: Learn how to identify emerging talent, build reputation as a talent scout, and leverage social capital to discover future leaders in tech and beyond.
- [(Ycombinator) Autonomous Construction Robots: From Earth to Mars](https://osmu.app/en/blog/autonomous-construction-robots-from-earth-to-mars) [en]: Cosmic Robotics builds autonomous construction equipment for Earth projects and future Mars missions. Learn how they're solving labor shortages.
- [(Lenny's Podcast) How to Build Products on a Moving Frontier: A Lab-Based Approach](https://osmu.app/en/blog/how-to-build-products-on-a-moving-frontier-a-lab-based-approach) [en]: Learn how to balance product execution with frontier exploration using a labs team structure. Discover strategies from Every and Anthropic for AI prod
- [(Lenny's Podcast) The Last Roadmap: Why Product Strategy Must Evolve Beyond Features](https://osmu.app/en/blog/the-last-roadmap-why-product-strategy-must-evolve-beyond-features) [en]: Discover why traditional roadmaps are obsolete in an AI-powered world. Learn how to shift from feature lists to conviction-driven product strategy for
- [(Tom Tunguz) AI-Driven Code: How System Design Replaced Manual Coding](https://osmu.app/en/blog/ai-driven-code-how-system-design-replaced-manual-coding) [en]: Manual coding is obsolete. Discover how AI agents, verification loops, and systems architecture define modern software engineering in 2026.
- [(Tom Tunguz) AI Model Prices Are Collapsing: What It Means for Enterprise](https://osmu.app/en/blog/ai-model-prices-are-collapsing-what-it-means-for-enterprise) [en]: Major AI companies are slashing prices as competition intensifies. Learn why the real market is in the middle tier, not the frontier.
- [(a16z) What Young People Should Learn in the AI Era: Replit CEO's Vision](https://osmu.app/en/blog/what-young-people-should-learn-in-the-ai-era-replit-ceos-vision) [en]: Replit CEO Amjad Masad explains why curiosity, experimentation, and challenging conventions matter more than traditional education in 2026. Deep dive.
- [(Ycombinator) Drone Swarm Defense: How AI-Powered Interceptors Work](https://osmu.app/en/blog/drone-swarm-defense-how-ai-powered-interceptors-work) [en]: Discover how autonomous drone swarms defend against aerial threats. Learn the technology behind modern air defense systems and why speed matters.
- [(a16z) Why Education Must Transform for the AI Era](https://osmu.app/en/blog/why-education-must-transform-for-the-ai-era) [en]: Discover why traditional education is outdated and how the new Horowitz Andreessen Academy is redesigning learning for builders and innovators in 2026
- [(Tom Tunguz) Specialized AI Deciders: Cut Costs 99% While Boosting Accuracy](https://osmu.app/en/blog/specialized-ai-deciders-cut-costs-99percent-while-boosting-accuracy) [en]: Discover how specialized AI models like Jev and SemIf handle production logic 99% cheaper than frontier models—with real accuracy improvements from 47
- [(a16z) Hip-Hop Pioneers Deserve Recognition: The Paid in Full Foundation](https://osmu.app/en/blog/hip-hop-pioneers-deserve-recognition-the-paid-in-full-foundation) [en]: Discover how the Paid in Full Foundation honors hip-hop legends who created the culture but received nothing. Learn about their mission to celebrate p
- [(Lenny's Podcast) Product Leadership Lessons: Building Teams Like High-Performance Organizations](https://osmu.app/en/blog/product-leadership-lessons-building-teams-like-high-performance-organizations) [en]: Discover counterintuitive product management strategies from Snap and Discord's ex-leader Peter Sellis on team design, PM quality, and consumer produc
- [(a16z) Stop Scaring People About AI: A CEO's Reality Check](https://osmu.app/en/blog/stop-scaring-people-about-ai-a-ceos-reality-check) [en]: Databricks CEO Ali Ghodsi challenges doomsday narratives about AI, distinguishing real risks like cybersecurity from hype. Learn why responsible leade
- [(Ycombinator) Startups Moving From Bits to Atoms: The Hard Tech Revolution](https://osmu.app/en/blog/startups-moving-from-bits-to-atoms-the-hard-tech-revolution) [en]: Discover why startups are shifting to hard tech and physical products. Learn about robotics, defense, semiconductors, and AI-driven growth trends resh
- [(a16z) Real-Time AI Video: How H3 Max Is Transforming Creative Workflows](https://osmu.app/en/blog/real-time-ai-video-how-h3-max-is-transforming-creative-workflows) [en]: Discover how H3 Max's speed breakthroughs and post-training optimizations are enabling real-time video generation for creators, filmmakers, and Hollyw
- [(Tom Tunguz) AI Harnesses Cut Inference Costs 71%: Berkeley Study 2026](https://osmu.app/en/blog/ai-harnesses-cut-inference-costs-71percent-berkeley-study-2026) [en]: UC Berkeley research shows AI harnesses reduce model costs by 71% with zero quality loss. Learn how startups build defensible advantages through bette
- [(a16z) Why Enterprise Software Is Evolving Beyond Traditional CRMs](https://osmu.app/en/blog/why-enterprise-software-is-evolving-beyond-traditional-crms) [en]: Discover how AI-powered platforms are reshaping enterprise software. Learn why the next generation of CRMs prioritizes understanding over automation.
- [(Tom Tunguz) How Vercel Cut SDR Team 90% With AI Automation](https://osmu.app/en/blog/how-vercel-cut-sdr-team-90percent-with-ai-automation) [en]: Vercel reduced inbound sales team from 10 to 1.25 people using AI agents. Learn how 90% automation delivers 32x ROI with minimal infrastructure costs.
- [(a16z) Internet Wellness Trends Explained: What's Real vs. Hype](https://osmu.app/en/blog/internet-wellness-trends-explained-whats-real-vs-hype) [en]: Explore the gap between viral wellness trends and reality. Learn why GLP-1s, peptides, and body optimization capture culture—even when adoption rates 
- [(Tom Tunguz) AI Pacing Debate: Five Camps, No Consensus Speed (2026)](https://osmu.app/en/blog/ai-pacing-debate-five-camps-no-consensus-speed-2026) [en]: Dario Amodei called for AI pacing, but five competing camps—interpretability, labor, economic, geopolitical, regulatory—each define it differently. No
- [(a16z) AGI Has Arrived: What OpenAI's Greg Brockman Says Is Next](https://osmu.app/en/blog/agi-has-arrived-what-openais-greg-brockman-says-is-next) [en]: Greg Brockman explains why we're in the AGI era, the urgent security threats ahead, and how AI like Astra will reshape work and society.
- [(Lenny's Podcast) Why Grok Bot Unshipped Features: Less UI, More Capability](https://osmu.app/en/blog/why-grok-bot-unshipped-features-less-ui-more-capability) [en]: Discover how Grok Bot's team prioritizes hidden capabilities over UI elements, shifting from "has features" to "can do" — and why users actually prefe
- [(Lenny's Podcast) The Future of Work Runs on Loops: How AI Powers Business Automation](https://osmu.app/en/blog/the-future-of-work-runs-on-loops-how-ai-powers-business-automation) [en]: Discover how business loops—from individual to company-wide—combine AI automation with human creativity to drive growth and innovation in the workplac
- [(Ycombinator) 8 Outbound Sales Tips to Boost Reply Rates](https://osmu.app/en/blog/8-outbound-sales-tips-to-boost-reply-rates) [en]: Increase reply rates with founder-tested outbound sales strategies. Learn manual prospecting, targeting, messaging, and follow-up techniques.
- [(Ycombinator) Mass Magnetics: Recycling Rare Earth Magnets for Defense & Robotics](https://osmu.app/en/blog/mass-magnetics-recycling-rare-earth-magnets-for-defense-and-robotics) [en]: Discover how Mass Magnetics extracts and recycles rare earth magnets from EVs for robotics and defense applications with capital-light innovation.
- [(Lenny's Podcast) When AI Becomes a Trusted Colleague: The 90% vs 100% Gap](https://osmu.app/en/blog/when-ai-becomes-a-trusted-colleague-the-90percent-vs-100percent-gap) [en]: Discover why 100% AI task completion feels fundamentally different from 90%. Learn what makes truly trustworthy AI teammates work.
- [(Tom Tunguz) AI Token Consumption Explodes: How Agents are Reshaping Demand](https://osmu.app/en/blog/ai-token-consumption-explodes-how-agents-are-reshaping-demand) [en]: Discover how AI agents are driving token consumption 14x faster than humans. Learn the three waves of AI demand reshaping enterprise computing by 2026