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6 articles

Architecting Agent Experience (AX): Deterministic Local Testing for MCP Servers and AI Agents
AIArchitecture

Architecting Agent Experience (AX): Deterministic Local Testing for MCP Servers and AI Agents

Stop draining API budgets and mutating test DBs during AI agent evals. Learn how to architect local proxy layers to test MCP servers and agent skills deterministically.

T
Thanga·
7 min read
Architecting for Agent Experience (AX): Deterministic Testing and API Mocking for AI Skills
AIArchitecture

Architecting for Agent Experience (AX): Deterministic Testing and API Mocking for AI Skills

Learn how to build deterministic evaluation harnesses and transparent API mocks for AI agent skills without burning API credits or mutating production data.

T
Thanga·
7 min read
Don't Rewrite Your CLI for AI Agents: Tool Design in the AX Era
AIAgent

Don't Rewrite Your CLI for AI Agents: Tool Design in the AX Era

Why forcing single JSON payloads onto CLI tools breaks AI coding agents, and how to design robust Agent Experience (AX) interfaces that actually work.

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Thanga·
6 min read
Beyond the Hydration Gap: Architecting High-Performance React Apps with Server Components and AI-Driven Prefetching
ReactPerformance

Beyond the Hydration Gap: Architecting High-Performance React Apps with Server Components and AI-Driven Prefetching

Learn how to eliminate the 'Uncanny Valley' of interactivity using React Server Components (RSC) and AI-driven predictive prefetching to build lightning-fast web applications.

T
Thanga·
5 min read
Beyond Try-Catch: Building Self-Healing Front-End Architectures with React and AI
ReactAI

Beyond Try-Catch: Building Self-Healing Front-End Architectures with React and AI

Discover how to move beyond basic error boundaries to create self-healing UIs using React and AI-driven diagnostic agents. A deep dive into resilient front-end systems.

T
Thanga·
5 min read
The Architect’s Guide: Integrating AI and Machine Learning into the Modern Software Development Lifecycle
AIMachine

The Architect’s Guide: Integrating AI and Machine Learning into the Modern Software Development Lifecycle

Explore how AI and Machine Learning are reshaping software engineering. From LLM-backed features to predictive DevOps, learn the practical strategies for building intelligent applications.

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TechSheet·
6 min read