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AI Agents & Tools
AI that does work, not just chats. Agent architectures, reliability patterns, AI-powered IDEs, and what works versus what only demos well.
Cursor, Copilot, Claude Code: AI IDEs Compared Honestly
An honest comparison of Cursor, GitHub Copilot, and Claude Code — what each does well, where each falls short, and which one fits different workflows.
ShiftQuality Contributor
Feb 59 min read
MCP: The Protocol That Connects AI to Everything
What Model Context Protocol is, how it works, why it matters for AI interoperability, and what building with it actually looks like.
ShiftQuality Contributor
Feb 18 min read
Vibe Coding: Building Software by Feel
What vibe coding is, when building software by feel and iteration actually works, when it does not, and what skill it really requires.
ShiftQuality Contributor
Dec 24, 20258 min read
AI Agents: What They Are and Why They Keep Failing
What AI agents actually are under the hood, why the demos look magical while the production versions keep breaking, and what reliable enough really means.
ShiftQuality Contributor
Aug 23, 20257 min read
Building Reliable AI Agents for Real Workflows
Architecture patterns, guardrails, testing strategies, and operational practices for building AI agents that work reliably in production workflows.
ShiftQuality Contributor
Jul 12, 20259 min read
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