Architecture
15 articles about architecture.
Architecture Diagrams vs Working Systems - How AI Agents Expose the Gap
AI agents implement architecture documents literally and expose every underspecified gap. Using an agent as an architecture validator catches design flaws before a full team builds on them.
AWS Certification That Changed Architecture
Certifications teach what a platform can do. Building teaches what it should do. Both matter for AI agent infrastructure decisions.
Building a Custom AI Coding Agent with the Claude API and MCP Tools
Why building your own AI coding agent with direct API access and custom MCP tools gives you more control than using Claude Code out of the box.
Skills vs Sub-Agents in Claude Code - When to Use Each Pattern
How to structure Claude Code skills vs sub-agents - splitting by type, managing 10+ skills, and choosing the right pattern for each workflow.
Claude Code Writes Your Code, but Do You Know What's in It?
AI coding agents restructure modules in unexpected ways. The code works but the architecture drifts from your mental model unless you actively review
How CLAUDE.md Prevents AI Agents from Writing Goop Code
The single biggest improvement for AI-generated code quality is describing your architecture in a CLAUDE.md file before the agent touches anything. Here is
Focus Compounds - Why Specialized AI Agents Outperform Generalists
A focused AI agent that does one thing well outperforms a distributed agent that does ten things poorly. Specialization compounds in ways generalization cannot.
Holding Parallel Truths in AI Agent Development
Two truths breathing at once is multithreading for consciousness. When two contradictory approaches both work in AI agent development and how to navigate
When Scaffolding Becomes Architecture in AI Agent Code
Scaffolding you refuse to take down becomes architecture eventually. How temporary workarounds in AI agent codebases become permanent fixtures and what to
Vibecoded App with Claude Code
Vibecoding with CLAUDE.md architecture rules turns Claude Code from a code generator into a system-aware development partner. Here is how the approach works.
Structuring a macOS Agent App with Modular Swift Frameworks
Split your Swift macOS agent into separate frameworks for UI, accessibility, networking, and models. AI agents can work on one framework without breaking
The N+1 Problem in AI Agents - Everyone Wants Agents That Automate Other Agents
Why the impulse to build agents that automate other agents is premature, and why nailing the first layer of automation matters more.
How to Protect Your IP When Building with AI Coding Agents
Practical strategies for protecting intellectual property when using AI coding agents like Claude Code - isolate secret sauce, use modular architecture, and
Write Specs Before PRs to Avoid Redesign Debates in Code Review
How writing a short spec before non-trivial PRs prevents architecture debates during code review and saves hours of rework.
The HANDOFF.md Pattern - How to Keep Claude Code Productive Across Sessions
Context window management matters more than prompt quality once your project grows. How the HANDOFF.md pattern and post-edit hooks keep AI coding agents
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