Blog
Thoughts, insights, and updates
Migrating from LangChain Agents to Server Actions
Why we replaced complex agent graphs with lean server actions + edge functions, and how it simplified reliability.
Cost Optimizing Generative Workloads
Strategies for keeping AI infra bills predictable: caching, routing, batching, and hybrid models.
Designing Human-in-the-Loop Review Pipelines
Blend automation with expertise: queue risky generations, capture reviewer feedback, and boost trust in production AI.
Evaluating LLM Quality at Scale
A practical workflow for combining golden datasets, synthetic generations, and human raters to keep model-based features trustworthy.
Architecting Prompt Systems That Scale
Five layers every enterprise prompt system needs: context orchestration, evaluation harnesses, governance, observability, and routing.
Introducing Sentry-Powered Observability for the Portfolio
A behind-the-scenes look at wiring up Sentry tracing, custom breadcrumbs, and structured logging to capture meaningful signals in production.
Hardening CMS Admin Flows with Vitest and Playwright
How we expanded automated coverage for CMS services and admin panels using Vitest unit suites and Playwright end-to-end journeys.
Shipping Edge-Ready Next.js Apps
Lessons learned from deploying latency-sensitive experiences on the Edge with caching, rate limiting, and observability baked in.
Designing Fluid Typography Systems for the Modern Web
A practical walkthrough for building token-driven type scales that respond gracefully across breakpoints without utility sprawl.
AI Ethics in Software Development: Building Responsible Applications
Explore the ethical considerations developers must address when building AI-powered applications. Learn about bias, privacy, transparency, and responsible AI practices.
Machine Learning for Developers: From Theory to Practice
A comprehensive guide for developers who want to understand and implement machine learning solutions. Learn about different ML approaches and when to use them.
Building AI-Powered Applications: A Practical Guide
Learn how to integrate AI capabilities into your applications using modern APIs and frameworks. From chatbots to image recognition, discover practical implementation strategies.
Introduction to Generative AI: Transforming the Future of Technology
Explore the fascinating world of generative AI, from GPT models to image generation. Learn how these technologies are reshaping industries and what developers need to know.
