How I Work With Founders as a Solo AI/Product Partner
How I help founders move faster with focused delivery, lightweight structure, and hands-on product and engineering work.
2 min
#ai-engineering
19 posts tagged “ai-engineering”.
MockForge Architecture: How AI Features Integrate with a Rust-Based Mocking Framework
An architectural look at how MockForge adds AI-powered generation and sync features without sacrificing Rust performance.
4 min
Cost Optimization for LLM-Powered Mock Generation: Keeping AI Affordable
Practical ways to control LLM mock-generation costs with caching, limits, and smarter usage patterns.
6 min
OAuth2 and PKCE in Generated Clients: Building Production-Ready Authentication
How generated API clients can handle OAuth2 and PKCE securely instead of leaving auth as manual glue code.
5 min
LLM-Powered Mock Data Generation: Beyond Faker Libraries
Why realistic API mocks need schema-aware, context-aware generation instead of disconnected faker data.
7 min
Observability for LLM apps: Logs, Traces, and Feedback
The observability signals that matter when LLM features fail silently, drift in quality, or become too expensive.
6 min
.NET + Azure OpenAI: A Production-Grade Starter Kit
A production-minded starting point for wiring Azure OpenAI into .NET apps with the right operational foundations.
5 min
Semantic Kernel vs custom orchestration in .NET
A pragmatic comparison between using Semantic Kernel and building your own orchestration layer in .NET.
5 min
Legacy to AI in 90 days: the migration guide
A 90-day plan for moving from legacy systems to a focused AI win without betting the company on a transformation project.
6 min