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AIOak Blog

Insights on AI, engineering, product, and design.

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Designing Secure Firmware Pipelines

A practical approach to building defense-grade firmware with CI/CD, signing, and SBOMs.

Security Oct 2025
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From Prototype to Platform with Django

Patterns for scaling a small idea into a maintainable platform using Django and Celery.

Engineering Sep 2025
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Using AI Agents for Ops Automation

How lightweight agents streamline backups, monitoring, and response workflows.

AI Aug 2025