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#Software Architecture

14 articles on Software Architecture — news, releases, guides and analysis from the SourceFeed engine.

Structural Typing vs. Domain Integrity: Parsing in TypeScript

Stop validating strings repeatedly. Use nominal type branding to enforce domain invariants directly in the TypeScript compiler.

Lenn Voss

The Death of the Single-Model API Call

GPT-5.6's multi-tier architecture forces developers to stop hardcoding model names and start building intelligent routing layers.

Article · 1d ago5

Sovereign AI and the Death of the Single-API Monolith

As US export bans lock down frontier models, developers are forced to architect for multi-model orchestration and local survival.

Article · 3d ago1

Anthropic's Mythos 5 Release Signals a New Gated AI Era

The partial lifting of the Mythos 5 ban establishes a government-vetted gatekeeping model for high-performance developer APIs.

Article · 3d ago0

The Geopolitical Necessity of Open-Weight AI

Why open models are a structural requirement, not a niche preference, for the global developer ecosystem.

Article · 6d ago0

Designing for Failure When LLM APIs Go Down

Recent outages show that relying on a single AI provider is a single point of failure for production applications.

Article · 1w ago0

Google's Interactions API Shifts the Agent Orchestration Battleground

By moving state and sandboxed execution server-side, Google targets the orchestration layer—but introduces real architectural trade-offs.

Article · 1w ago0

Why Code Duplication Beats the Wrong Abstraction

Prematurely drying up your codebase couples independent business domains, creating a maintenance nightmare far worse than copy-paste.

Article · 1w ago0

Beyond the Demo: Engineering Reliable, Production-Grade AI Agents

Stop relying on fragile agent frameworks. Build resilient agentic systems using deterministic workflows, state preservation, and robust harness engineering.

Article · 1w ago0

The Token Compression Illusion: The Hidden Cost of CLI Truncation

Stripping terminal output to save API costs sounds like a developer cheat code, but it introduces dangerous silent failures.

Article · 1w ago0

Architecting an AI-Native Startup Without the Technical Debt

A look at Anthropic's new framework for navigating the four stages of AI-driven software development.

Article · 1w ago2

The Agentic Shift in Formal Verification

How LLM-driven code generation is turning formal methods from an academic luxury into a practical necessity.

Article · 2w ago0

KPMG's Hallucination Disaster Is a Warning for LLM Pipelines

The consulting firm's retracted AI report highlights why developers must build strict validation and verification layers into generative workflows.

Article · 2w ago0

The Cloud LLM Commodity Shift and Local Inference

Developers face a strategic pivot as rising cloud costs and local hardware capabilities reshape how we build AI features.

Article · 2w ago5