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Engineering

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Engineering

Beyond Prompt Engineering: Deterministic Guardrails for AI Code

AI drift breaks systems. Linters miss it. Prompts are too vague. Here is the deterministic layer for architectural governance.

5 min
Security Engineering

Beyond the Pipeline: Securing the AI Toolchain

Salesforce uses AI to stop DDoS. But AI tools themselves are the new attack surface. Here is how to secure the toolchain before it compromises the code.

6 min
Engineering

The Verification Trap: Why Agentic AI Fails in Production

Stop relying on LLMs to verify LLMs. A deterministic verification layer for agentic AI is the only path to production.

6 min