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#architecture

16 articles

Architecting Zero-Side-Effect Evals for AI Agents and MCP Tooling
AIAgents

Architecting Zero-Side-Effect Evals for AI Agents and MCP Tooling

Learn how to build deterministic, zero-cost evaluation harnesses for AI agents and Model Context Protocol (MCP) servers without mutating production data.

T
Thanga·
8 min read
Architectural Deep-Dive: Building Hermetic Test Harnesses for AI Agent Skills and MCP Servers
ai-agentstesting

Architectural Deep-Dive: Building Hermetic Test Harnesses for AI Agent Skills and MCP Servers

Learn how to build transparent mock layers and deterministic AX evaluation suites for tool-calling AI agents and MCP servers without mutating production data.

T
Thanga·
7 min read
Architecting Frontend Systems for the AI Agent Era: Beyond the 2,000-Line Pull Request
FrontendEngineering

Architecting Frontend Systems for the AI Agent Era: Beyond the 2,000-Line Pull Request

Learn how to evolve your frontend architecture for AI agent workflows using vertical slice design, stacked pull requests, and automated boundary guardrails.

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Thanga·
7 min read
Case-Folding Source Code at 45 GiB/s: Branchless Bitwise Arithmetic for Ultra-Fast Search
PerformanceArchitecture

Case-Folding Source Code at 45 GiB/s: Branchless Bitwise Arithmetic for Ultra-Fast Search

Learn how branchless bit arithmetic and SIMD vectorization enable case-folding source code at memory bandwidth limits without CPU branch mispredictions.

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Thanga·
8 min read
Agent Architecture Evolution: Gemini 3.6 Flash Hooks, GPT-Live Realtime Voice, and Local Edge Agents
AIGemini

Agent Architecture Evolution: Gemini 3.6 Flash Hooks, GPT-Live Realtime Voice, and Local Edge Agents

August 5, 2026 news analysis: Google updates Gemini Managed Agents, OpenAI details GPT-Live realtime voice architecture, and local agent models hit edge devices.

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Thanga·
6 min read
AI Architecture Shift: OpenAI Drops GPT-5.6 Pricing, Google Unveils Gemini 3.6 Flash Hooks, and GPU Efficiency Takes Center Stage
AIOpenAI

AI Architecture Shift: OpenAI Drops GPT-5.6 Pricing, Google Unveils Gemini 3.6 Flash Hooks, and GPU Efficiency Takes Center Stage

Analysis of August 3, 2026 AI news: GPT-5.6 Luna/Terra price drops, Google Gemini API Managed Agents updates, and Hugging Face GPU optimization.

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Thanga·
6 min read
Designing for Agent Experience (AX): Deterministic API Mocking and Evaluation Pipelines
AIAgents

Designing for Agent Experience (AX): Deterministic API Mocking and Evaluation Pipelines

Learn how to build deterministic testing harnesses and schema-aware API mocking layers for AI coding agents without breaking production or API budgets.

T
Thanga·
7 min read
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.

T
Thanga·
6 min read
AI Architecture Shift: Gemini Managed Agents, OpenAI Security Lessons, and the ROI Scorecard
AIEngineering

AI Architecture Shift: Gemini Managed Agents, OpenAI Security Lessons, and the ROI Scorecard

Technical news analysis for July 22, 2026: Google Gemini API managed agents, OpenAI-Hugging Face security post-mortem, and long-horizon model engineering.

T
Thanga·
6 min read
Beyond the Hydration Hump: Mastering Selective Islands and Server Components for Peak Performance
ReactWeb

Beyond the Hydration Hump: Mastering Selective Islands and Server Components for Peak Performance

Discover how to eliminate the 'uncanny valley' of web performance by shifting from full hydration to Selective Islands and React Server Components.

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Thanga·
6 min read
Mastering Fine-Grained Reactivity: Why Signals are the Future of React State Management
ReactWeb

Mastering Fine-Grained Reactivity: Why Signals are the Future of React State Management

A technical deep-dive into fine-grained reactivity in React. Learn why signals are replacing traditional state patterns, reducing re-renders, and boosting application performance.

T
Thanga·
6 min read
Mastering React Server Components: A Deep Dive into the Architecture of Zero Bundle Size Apps
ReactArchitecture

Mastering React Server Components: A Deep Dive into the Architecture of Zero Bundle Size Apps

Unlock the power of React Server Components (RSC). Learn how they differ from SSR, how the RSC wire format works, and how to build high-performance, data-driven web applications.

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Thanga·
5 min read
Mastering Modern Web Performance: Architecting for Sub-Second Latency
WebPerformanceFullStack

Mastering Modern Web Performance: Architecting for Sub-Second Latency

A comprehensive guide for full-stack architects on optimizing modern web applications using advanced rendering patterns, network protocols, and infrastructure strategies.

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TechSheet·
5 min read
Beyond the Spinner: Advanced Performance Optimization Strategies for Modern Web Applications
WebPerformance

Beyond the Spinner: Advanced Performance Optimization Strategies for Modern Web Applications

A comprehensive architectural guide for full-stack developers on optimizing web performance using Core Web Vitals, code splitting, edge computing, and database tuning.

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TechSheet·
5 min read