Engineering Insights
Hard-won lessons, architectural deep dives, and scaling strategies written by senior engineers for CTOs and technical founders.
Cost of Running AI Voice Agents on AWS
A granular breakdown of the compute, STT, LLM inference, and TTS costs associated with running synchronous voice AI at scale. Discover how to architect for sub-800ms latency without breaking the bank.
How to Deploy LLaMA Models on GPU Servers
A step-by-step architectural guide to securely hosting and serving open-source Large Language Models on dedicated bare-metal GPUs using vLLM and Docker containers.
Building HIPAA Compliant AI Systems
How to navigate PHI regulations and implement mathematically sound Zero Trust architectures for healthcare AI applications. Master the complexities of BAA agreements and data encryption.
Cost Breakdown of AI Call Center Infrastructure
Analyzing the ROI and hidden infrastructure costs when replacing traditional IVR systems with Generative AI Voice Agents. A financial model for CTOs and founders.
How Startups Build Scalable SaaS Platforms
An opinionated framework for structuring multi-tenant databases, serverless microservices, and React frontends for rapid growth. Avoid the technical debt that kills early-stage companies.