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Software architecture

107 articles in this category (Page 2 of 5)

AI NewsAI EngineeringSoftware Architecture

The Six Levels of MCP Server Maturity: Moving Beyond API Wrapping

Most production MCP servers are stuck at Level 1 or 2, failing to provide the domain context necessary for effective agent reasoning.

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AI NewsAI InfrastructureSoftware Architecture

From Prompting to State Engineering: The Shift Toward Agent Execution Layers

Google I/O 2026 marks a pivot from model capabilities to the emergence of an Agent Execution Layer for persistent AI infrastructure.

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AI NewsSoftware ArchitectureArtificial Intelligence

Why AI Replaces the UI, Not the REST API

An analysis of why AI agents will act as entropy reducers for human input rather than replacing deterministic RESTful APIs.

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AI NewsSoftware ArchitectureAI Engineering

Solving AI Agent Ambiguity with Domain-Driven Design's Ubiquitous Language

AI coding agents amplify vocabulary ambiguity, leading to semantic mismatches that can result in critical production incidents.

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AI NewsSoftware ArchitectureEngineering

The Hidden Cost of Software Abstraction: Owning the Stack

Software architect Viktor Lázár explores the maintenance and design costs of excessive dependencies, citing a 14-year-old Wolfenstein 3D port that remains functional without modern toolchains.

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AI NewsDevOpsSoftware Architecture

Blue/Green vs. Rolling Deployments: A Risk and Cost Engineering Analysis

An engineering analysis of deployment strategies where Blue/Green offers zero downtime at a 30-50% resource cost risk, while Rolling minimizes infrastructure overhead.

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AI NewsiOS DevelopmentSoftware Architecture

Swift Protocol Magic: Designing a Reusable Location Tracking System for iOS

Eliminate CLLocationManager boilerplate using a protocol-oriented architecture that handles authorization and location updates in five lines of code for production iOS apps.

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AI NewsSoftware ArchitectureBackend Engineering

Engineering a Real psql Terminal: PTY, Reverse WebSockets, and Redis Streams

Learn how to build a PTY-backed PostgreSQL console using Redis Streams to decouple I/O and reverse WebSockets to bypass NAT constraints for real terminal semantics.

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AI NewsAISoftware Architecture

P2P vs. Broker: Scaling Multi-Agent Systems via Pilot Protocol

Multi-agent system inquiries surged 1,445% as teams hit broker bottlenecks, driving a shift toward P2P architectures like Pilot Protocol.

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AI NewsSoftware Architecture.NET Development

Building Scalable Multi-Channel Notification Services with .NET 8 and RabbitMQ

Learn to build a .NET 8 notification service using RabbitMQ and Scriban that handles Email, SMS, and Push channels with parallel fan-out dispatch.

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AI NewsDevOpsSoftware Architecture

Scaling PrestaShop: Solving Load Balancer and Auto-Scaling Challenges

Learn how to scale PrestaShop behind a load balancer, reducing SQL queries by up to 70% while managing 300k SKUs through strategic caching.

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AI NewsEngineeringSoftware Architecture

Engineering Momentum: How Architectural Structure Drives Sustainable Velocity

Michael Masterson explores how Wing Chun's economy of motion applies to engineering, proving that foundational structure prevents momentum loss in scaling systems.

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AI NewsSoftware ArchitectureArtificial Intelligence

AI-Assisted Development: Why Explicit Systems Outperform Rigid Architectures

Software engineering is shifting from rigidity vs flexibility to implicit vs explicit systems as AI reduces the cost of code generation.

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AI NewsAI DevelopmentSoftware Architecture

Scalable AI Agent Architecture: Implementing a Modular Folder Structure in TypeScript

Raju Dandigam outlines a modular TypeScript folder structure to prevent messy AI codebases, ensuring traceable and controlled agent execution.

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AI NewsSoftware ArchitectureDistributed Systems

Why Implicit Glue Code Fails: Moving Toward Explicit Workflow State Machines

Brock Claussen details how a single-minute double-charge incident revealed the dangers of implicit state machines in workflow glue code.

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AI NewsSoftware ArchitectureAI Development

Atomadic Forge: The Architecture Compiler Solving AI Code Sprawl

Thomas Colvin's Atomadic Forge enforces a 5-tier composition law on AI-generated code, improving structural scores from 47 to 91 across 944 tests.

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AI News.NETSoftware Architecture

Beyond MediatR: Scaling .NET Messaging with ConduitR Design-Time Intelligence

ConduitR introduces a high-performance .NET messaging framework featuring a Roslyn Analyzer for design-time error detection and CLI-driven architecture documentation.

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AI NewsSecuritySoftware Architecture

Beyond Bespoke Auth: Implementing a Universal Trust Layer for Scalable SaaS

Samuel Recio reveals how building custom authentication systems wastes up to three months of development runway before business logic is even addressed.

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AI NewsDevOpsSoftware Architecture

Beyond Code Generation: Adopting Spec-Driven Integration for AI and DevOps

Kin Lane introduces Spec-Driven Integration (SDI) to eliminate drift by making YAML specifications the executable primary artifact.

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AI NewsWeb DevelopmentSoftware Architecture

Accelerating Next.js Development: A Deep Dive into ShipKit's $249 Production Stack

ShipKit provides a Next.js 15 starter kit that eliminates the standard two-month infrastructure setup by pre-wiring auth, payments, and CMS for a $249 one-time fee.

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AI NewsSoftware ArchitectureWeb Development

Beyond Centralized Infrastructure: The Case for Local-First Software Architecture

Alfredo Rivera critiques 'one-trick pony' apps, highlighting how the 2023 landing of OPFS in browsers enables a shift toward resilient, local-first data ownership.

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AI NewsAISoftware Architecture

Scaling AI Agents with Model Context Protocol: A Production REX for 87 Connected Tools

Deploying 87 tools via Anthropic's Model Context Protocol (MCP) reveals that strict typing and circuit breakers are critical for production AI systems.

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AI NewsSoftware ArchitectureDatabase Systems

Mastering Offline Sync: CRDTs and Local-First Architecture in smallstack

smallstack implements local-first architecture using CRDTs and SignalDB to enable seamless offline conflict resolution for field teams without data loss.

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AI NewsDatabase EngineeringSoftware Architecture

Legacy Application Audit Reveals Manual ID Generation and Zero Database Indexes

An investigation into a failing legacy application uncovered a 9,000-line function and a database with zero indexes, necessitating a total system rewrite.

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