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AI-Generated Code Security CI/CD: A Practical Guide
45% of AI-generated code fails security tests — and that rate hasn't improved as models scale. This post walks through…
Author: Frank
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Cut AI Coding Agent Costs 60–80%: Cursor to Copilot
Your AI coding subscription advertises one price, but token overages, premium model surcharges, and agentic multipliers routinely push actual AI…
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Multi-Agent Coding Workflow Setup: 3 Tools Compared
Claude Code, JetBrains Air, and Cursor all claim to support multi-agent coding workflows — but they embed completely different mental…
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Secure AI-Generated Code in CI/CD Pipelines
45% of AI-generated code contains potential security vulnerabilities, and the CVE rate attributable to AI coding tools increased nearly 6x…
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How to Write AGENTS.md Without Hurting Performance
A February 2026 ETH Zurich benchmark study found that auto-generated AGENTS.md files reduce AI agent task success rates by 2–3%…
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Structure Your Codebase for AI Coding Agents (7 Patterns)
66% of developers cite 'almost right but not quite' as their top AI coding frustration — and it's not a…
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Build an Agentic Coding Workflow That Ships
Most developers use AI coding tools in isolation — and wonder why the productivity gains plateau. A proper agentic coding…
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AGENTS.md: The Counterintuitive AI Coding Agent Guide
Most developers write AGENTS.md files that actively hurt AI coding agent performance — and ETH Zurich research proves it. This…
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Structure Your Codebase for AI Coding Agents: 7 Patterns
Sixty-six percent of developers say they're spending more time fixing AI-generated code than before they adopted the tools — and…
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How to Stop Slopsquatting AI Hallucinated Packages
Nearly 1 in 5 package names recommended by AI coding assistants are completely fabricated — and attackers are registering those…