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21 articles

Mastering AI Agent Development: Deep Dive into Local AX Testing and Transparent API Mocking
AIAgents

Mastering AI Agent Development: Deep Dive into Local AX Testing and Transparent API Mocking

Unleash rapid iteration for AI agents. This deep dive explores local Agent Experience (AX) testing, documentation emulation, and transparent API mocking to build robust agents without costly cloud calls or production risks.

T
Thanga·
10 min read
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 Stacked PRs for AI Coding Agents: Taming Monolithic Agentic Output
AIAgents

Architecting Stacked PRs for AI Coding Agents: Taming Monolithic Agentic Output

AI agents generate unreviewable monolithic PRs. Learn how to architect stacked PR pipelines that force agents to decompose complex code changes into reviewable steps.

T
Thanga·
6 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
Deconstructing the AI Code Avalanche: Stacked UI Architecture for High-Velocity Teams
FrontendArchitecture

Deconstructing the AI Code Avalanche: Stacked UI Architecture for High-Velocity Teams

Learn how frontend architects use stacked pull requests and automated boundary checks to handle AI-generated frontend refactors without breaking production.

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Thanga·
6 min read
Architecting for the AI-Augmented Frontend: Managing Code Velocity and System Integrity
FrontendArchitecture

Architecting for the AI-Augmented Frontend: Managing Code Velocity and System Integrity

As AI accelerates frontend development, learn critical architectural strategies to manage code velocity, maintain system integrity, and tame technical debt. Essential insights for Staff Engineers.

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Thanga·
9 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
Hardening the Frontend Supply Chain: Beyond 'npm audit' in Enterprise Systems
FrontendArchitecture

Hardening the Frontend Supply Chain: Beyond 'npm audit' in Enterprise Systems

Discover how frontend architects protect mission-critical web apps against software supply chain attacks through dependency cooldowns, strict lockfile gates, and edge CSP enforcement.

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Thanga·
6 min read
Architecting Agent Experience (AX): Deterministic Skill Mocking and Local State Isolation
AIArchitecture

Architecting Agent Experience (AX): Deterministic Skill Mocking and Local State Isolation

Learn how to build local interception layers and mock MCP servers to evaluate AI coding agents safely without production side-effects or token bloat.

T
Thanga·
6 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
Beyond the Cold Start: Architecting Zero-Scale Microservices with WebAssembly and HashiCorp Nomad
WebAssemblyCloud

Beyond the Cold Start: Architecting Zero-Scale Microservices with WebAssembly and HashiCorp Nomad

Discover how WebAssembly (Wasm) and Nomad are revolutionizing cloud computing by eliminating cold starts and enabling high-density, sub-millisecond microservice execution.

T
Thanga·
6 min read
Hardening the Supply Chain: Implementing eBPF-Powered Runtime Security in Ephemeral CI/CD Runners
DevOpseBPF

Hardening the Supply Chain: Implementing eBPF-Powered Runtime Security in Ephemeral CI/CD Runners

Discover how to leverage eBPF to monitor and secure ephemeral CI/CD environments in real-time, preventing supply chain attacks and credential exfiltration through granular kernel-level observability.

T
Thanga·
6 min read
Beyond React and Django: 5 Emerging Frameworks Reshaping the 2024 Development Landscape
SoftwareArchitecture

Beyond React and Django: 5 Emerging Frameworks Reshaping the 2024 Development Landscape

Explore the next generation of programming frameworks like Bun, SolidJS, and HTMX. Learn how these tools are solving performance bottlenecks and revolutionizing developer experience.

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TechSheet·
5 min read
Architecting the Future: DevOps Automation and CI/CD Pipelines for 2026
DevOpsCI/CD

Architecting the Future: DevOps Automation and CI/CD Pipelines for 2026

Explore the next evolution of DevOps in 2026. Learn about AI-native pipelines, Platform Engineering, and Zero-Trust automation for high-performance engineering teams.

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TechSheet·
5 min read
10 Essential Developer Tools to Supercharge Your Workflow in 2024
ProductivityWeb

10 Essential Developer Tools to Supercharge Your Workflow in 2024

A comprehensive guide for senior developers and architects on the essential toolchain for 2024, featuring deep dives into AI-assisted coding, containerized dev environments, and terminal optimization.

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TechSheet·
6 min read
Beyond the Basics: The Ultimate 2024 Developer Productivity Stack for Full-Stack Architects
DevOpsSoftware

Beyond the Basics: The Ultimate 2024 Developer Productivity Stack for Full-Stack Architects

Unlock peak performance with our comprehensive guide to the essential developer tools, CLI utilities, and AI-driven workflows that define modern full-stack engineering.

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TechSheet·
6 min read
Essential Developer Tools for Maximum Productivity: The 2024 Architect’s Guide
ProductivityWeb

Essential Developer Tools for Maximum Productivity: The 2024 Architect’s Guide

Unlock peak performance with our comprehensive guide to the essential developer toolset. From AI-driven IDEs to advanced CLI utilities, learn how senior architects optimize their workflows.

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TechSheet·
6 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
Maximizing Developer Velocity: The Essential 2024 Productivity Toolchain
SoftwareArchitecture

Maximizing Developer Velocity: The Essential 2024 Productivity Toolchain

A deep dive into the high-performance tools and workflows used by senior architects to optimize development cycles, eliminate friction, and master full-stack engineering.

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TechSheet·
5 min read
Beyond the Keyboard: The Architect's Guide to Essential Developer Productivity Tools
DevOpsSoftware

Beyond the Keyboard: The Architect's Guide to Essential Developer Productivity Tools

Level up your development workflow with this deep dive into the essential tools and techniques used by senior architects to minimize context switching and maximize output.

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TechSheet·
5 min read