Tag: infrastructure
All the articles with the tag "infrastructure".
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Wiring Codex and ChatGPT Desktop to OpenAI Models on Amazon Bedrock Runtime
A tested shared configuration for running Codex CLI and the ChatGPT desktop app against global OpenAI model profiles on Amazon Bedrock Runtime.
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The Gateway Controls the Request. The Router Chooses the Model.
Model routing is growing because model choice has become a runtime decision. Gateways govern traffic; routers decide which model should answer.
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AMD Is Rebuilding the GPU Stack in the Open
AMD is assembling a broad merchant alternative to NVIDIA, but its open stack moves more integration responsibility across software, fabrics, system vendors, and operators.
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There Is No Universal AI Runtime—So Build a Portable Control Plane
AI hardware is not binary-compatible, but applications, governance, routing, observability, and economic policy can still move across separate accelerator pools.
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Benchmark saturation is real. The price collapse is an illusion.
Industry claims models are plateauing and prices are crashing. One is true but misframed. The other is a measurement trap.
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Building Voice Agents with LiveKit, Cartesia, and AWS
A phone agent becomes useful only when its media, model, action, security, retention, and teardown boundaries work together.
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MCP Became Stateless: Migrating a Real AgentCore Gateway
MCP 2026-07-28 removes protocol sessions from remote calls. Here is what changed in a working AgentCore WebSearch gateway, what stayed untouched, and how to migrate without breaking older clients.
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The Five-Layer AI Stack Is an Inverted Pyramid
Jensen Huang's five-layer AI cake explains the dependency chain. An inverted pyramid reveals where participation expands and where market power concentrates.