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Security in AI-Augmented Development: What AI Hallucinates and Humans Must Catch
DevOps Feb 1, 2026 5 min read

Security in AI-Augmented Development: What AI Hallucinates and Humans Must Catch

AI can introduce security vulnerabilities that slip past code review. Here's how to audit AI-generated code for security issues before they reach production.

By Jason Overmier
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The 'Vibe Code' Trap: When AI Prototypes Become Production Nightmares
Development Jan 31, 2026 5 min read

The 'Vibe Code' Trap: When AI Prototypes Become Production Nightmares

Your AI-generated prototype works. But under the hood, you've accumulated technical debt that could cost you your product launch.

By Jason Overmier
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System Architecture in the AI Age: What AI Cannot Do
Architecture Jan 30, 2026 5 min read

System Architecture in the AI Age: What AI Cannot Do

AI writes code faster than any human, but it cannot architect systems. The human judgment gap is widening, and that's your competitive advantage.

By Jason Overfier
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46% of Developers Don't Trust AI Code: The Verification Crisis
AI Jan 29, 2026 5 min read

46% of Developers Don't Trust AI Code: The Verification Crisis

New research shows a massive trust gap in AI-generated code. Here's how to build verification into your workflow without sacrificing velocity.

By Jason Overmier
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AI Governance for LLM Products: Testing, Guardrails, and Evaluation
AI Jan 28, 2026 5 min read

AI Governance for LLM Products: Testing, Guardrails, and Evaluation

Building AI features? Here's how to test outputs, prevent hallucinations, and build evaluation harnesses that scale.

By Jason Overmier
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Production Hardening: Turning AI-Built Prototypes Into Shippable Products
Development Jan 27, 2026 5 min read

Production Hardening: Turning AI-Built Prototypes Into Shippable Products

AI can build prototypes in days, but shipping requires architectural judgment, testing, and infrastructure. Here's what separates demo from production.

By Jason Overmier
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