> Markdown version of [/videos/100472-the-new-bottleneck-in-software-development?t=0](https://www.wearedevelopers.com/videos/100472-the-new-bottleneck-in-software-development?t=0). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # The New Bottleneck in Software Development The KV cache is the new memory bottleneck crippling generative AI applications. Learn how modern architectures like Grouped-Query Attention overcome this limit to optimize your production workloads. - **Speakers:** [Aditya Jayaprakash](https://www.wearedevelopers.com/@aditya-jayaprakash) - **Event:** World Congress 2026 North America - **Published:** September 25, 2026 - **Duration:** 25:38 - **URL:** https://www.wearedevelopers.com/videos/100472-the-new-bottleneck-in-software-development ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [Evaluating language models by understanding underlying architectural changes](https://www.wearedevelopers.com/videos/100477-understanding-llm-architectures-inside-the-design-of-modern-models) (from "Understanding LLM Architectures: Inside the Design of Modern Models") - [Understanding the unique architecture of LLM applications](https://www.wearedevelopers.com/videos/100407-red-teaming-your-llm-app-a-hands-on-threat-model-you-can-reuse) (from "Red Teaming Your LLM App -- A Hands-On Threat Model You Can Reuse") - [Understanding core parameters and mechanics of large language models](https://www.wearedevelopers.com/videos/1512-building-ai-applications-with-langchain-and-node-js) (from "Building AI Applications with LangChain and Node.js") - [Accelerating product features using generative large language models](https://www.wearedevelopers.com/videos/100362-navigating-growth-scaling-challenges-and-office-expansions-with-david-singleton-cto-at-stripe) (from "Navigating Growth, Scaling Challenges, and Office Expansions with David Singleton, CTO at Stripe") - [Leveraging large language models for code optimization and development](https://www.wearedevelopers.com/videos/1106-the-future-of-computing-ai-technologies-in-the-exascale-era) (from "The Future of Computing: AI Technologies in the Exascale Era") - [Capabilities and applications of large language models](https://www.wearedevelopers.com/videos/1218-data-privacy-in-llms-challenges-and-best-practices) (from "Data Privacy in LLMs: Challenges and Best Practices") ## Related Articles - [What Are Large Language Models?](https://www.wearedevelopers.com/magazine/304-what-are-large-language-models) - [Graph and AI Trends 2026: Why Is AI Running but Not Yet Delivering?](https://www.wearedevelopers.com/magazine/680-graph-and-ai-trends-2026-why-is-ai-running-but-not-yet-delivering) - [MLops – Deploying, Maintaining And Evolving Machine Learning Models in Production](https://www.wearedevelopers.com/magazine/115-mlops-deploying-maintaining-and-evolving-machine-learning-models-in-production) - [MLOps And AI Driven Development](https://www.wearedevelopers.com/magazine/82-mlops-and-ai-driven-development) ## Related Jobs - [LLM Training Engineer](https://www.wearedevelopers.com/jobs/48420-llm-training-engineer) at **Sciforium** - [Engineering Manager, Google Cloud AI/ML](https://www.wearedevelopers.com/jobs/ext/3530755-engineering-manager-google-cloud-ai-ml) at **PwC** - [Engineering Manager, Google Cloud AI/ML](https://www.wearedevelopers.com/jobs/ext/3552612-engineering-manager-google-cloud-ai-ml) at **PwC** - [Engineering Manager, Google Cloud AI/ML](https://www.wearedevelopers.com/jobs/ext/3552533-engineering-manager-google-cloud-ai-ml) at **PwC** - [Engineering Manager, Google Cloud AI/ML](https://www.wearedevelopers.com/jobs/ext/3544596-engineering-manager-google-cloud-ai-ml) at **PwC** - [Engineering Manager, Google Cloud AI/ML](https://www.wearedevelopers.com/jobs/ext/3552463-engineering-manager-google-cloud-ai-ml) at **PwC**