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You Can Make Vibe Coding Reliable & Secure

AI-assisted coding delivers 300% faster feature velocity - but nearly half of AI-generated code introduces vulnerabilities. The Inverted TDD Cycle fixes this by flipping test-driven development on its head.

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20 articles

AIJuly 3, 2026

AI Governance Has to Live in the System, Not the Policy Deck

AI governance fails in workflows, not policy decks. Here is how to design controls into permissions, retrieval, approvals, audit trails, escalation paths and rollback triggers.

9 min read

AIMay 25, 2026

Forward Deployed Engineers: look past the job title

OpenAI's Deployment Company has put the Forward Deployed Engineer back in the spotlight. The role matters, but a vendor FDE and an independent partner solve different problems. Here's how to tell which one you need first.

6 min read

AIApril 20, 2026

Write Better Specs, Ship Better Code

66% of developers spend more time fixing AI-generated code than they save. The problem isn't model capability - it's vague specifications. Here's how Spec-Driven Development turns user stories into the new source code.

8 min read

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