> Markdown version of [/videos/100576-primalabs-the-application-specific-ai-inference-stack](https://www.wearedevelopers.com/videos/100576-primalabs-the-application-specific-ai-inference-stack). 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).

---

# PrimaLabs: The Application-Specific AI Inference Stack

Stop treating all token traffic equally. PrimaLabs delivers an application-specific inference stack that boosts generation speeds up to 8x while eliminating restrictive pay-per-token pricing.

- **Speakers:** [Prasanna Balaprakash](https://www.wearedevelopers.com/@prasanna-balaprakash)
- **Event:** World Congress 2026 North America
- **Published:** September 24, 2026
- **Duration:** 5:02
- **URL:** https://www.wearedevelopers.com/videos/100576-primalabs-the-application-specific-ai-inference-stack

## Access

Playback and chapters for this video are available with a Free account.

## Related Moments

- [Architecting inference layers and meta harnesses to manage token costs](https://www.wearedevelopers.com/videos/100600-inside-the-ai-native-engineering-org) (from "Inside the AI-Native Engineering Org")
- [Key takeaways for optimizing open source inference engine deployments](https://www.wearedevelopers.com/videos/100416-fast-cheap-and-accurate-optimizing-llm-inference-with-vllm-and-quantization) (from "Fast, Cheap, and Accurate: Optimizing LLM Inference with vLLM and Quantization")
- [Lowering inference costs through specialized hardware architectures](https://www.wearedevelopers.com/videos/100596-the-unit-economics-of-ai) (from "The Unit Economics of AI")
- [Empowering developers with comprehensive AI software stacks](https://www.wearedevelopers.com/videos/1627-pioneering-ai-assistants-in-banking) (from "Pioneering AI Assistants in Banking")
- [Prioritizing developer user experience over raw model parameters](https://www.wearedevelopers.com/videos/100256-can-this-elephant-dance-ibm-bob-and-the-future-of-ai-first-software-development) (from "Can This Elephant Dance? IBM Bob and the Future of AI-First Software Development")
- [Optimizing performance using dedicated open source inference engines](https://www.wearedevelopers.com/videos/1619-unveiling-the-magic-scaling-large-language-models-to-serve-millions) (from "Unveiling the Magic: Scaling Large Language Models to Serve Millions")

## Related Articles

- [Stephan Gillich - Bringing AI Everywhere](https://www.wearedevelopers.com/magazine/489-stephan-gillich-bringing-ai-everywhere)
- [MLOps And AI Driven Development](https://www.wearedevelopers.com/magazine/82-mlops-and-ai-driven-development)
- [MLOps – What’s the deal behind it?](https://www.wearedevelopers.com/magazine/125-mlops-what-s-the-deal-behind-it)
- [DeepSeek R1 vs ChatGPT o1: How Do They Compare?](https://www.wearedevelopers.com/magazine/542-deepseek-r1-vs-chatgpt-o1-how-do-they-compare)

## Related Jobs

- [Principal Software Engineer, AI Inference Runtime](https://www.wearedevelopers.com/jobs/ext/2854958-principal-software-engineer-ai-inference-runtime) at **ARM**
- [Principal Software Engineer, AI Inference Cloud](https://www.wearedevelopers.com/jobs/ext/2854957-principal-software-engineer-ai-inference-cloud) at **ARM**
- [Staff Software Engineer, AI Inference Runtime](https://www.wearedevelopers.com/jobs/ext/3474466-staff-software-engineer-ai-inference-runtime) at **ARM**
- [Staff Software Engineer, AI Inference Cloud](https://www.wearedevelopers.com/jobs/ext/3347267-staff-software-engineer-ai-inference-cloud) at **ARM**
- [LLM Training Engineer](https://www.wearedevelopers.com/jobs/48420-llm-training-engineer) at **Sciforium**
- [Lead Software Engineer, Model Serving Platform](https://www.wearedevelopers.com/jobs/48413-lead-software-engineer-model-serving-platform) at **Sciforium**