Blogs About Scaling AI

AI · Architect / CTO · Governance

14 Human-in-the-Loop Patterns for AI Agents

We mapped how people oversee AI systems across regulations, customer systems and our own services.

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15 Techniques to lower the cost of AI

Incorporate smart harnesses, multi-model routing, self-hosting open-weight models, prompt caching, and SLM training to lower your AI spend.

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AI · Architect / CTO · CAIO / CIO

We Ported 65 OSS Projects With AI

We created a self-improving, spec-driven delivery harness to test whether frontier models can port complete systems.

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AI · Operations · Developer

The Autonomous Operating Environment

Introducing the Akka AutonomousAgent component

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