Announcements, technical deep-dives, podcast episodes, and field notes from the world's first AI CDN.https://parinita.aien-ushttps://parinita.ai/resources/death-of-centralized-ai-inferencehttps://parinita.ai/resources/death-of-centralized-ai-inferenceCentralized inference forces a tradeoff between single-model limits and brittle vendor sprawl. The next layer is sovereign, distributed, and synthesizes across models instead of picking one.Fri, 15 May 2026 00:00:00 GMTinferenceplatformarchitecturehttps://parinita.ai/podcast/episode-1https://parinita.ai/podcast/episode-1Michael Grinich, CEO of WorkOS, on building software in a world where AI agents are becoming the primary users — and why the decades-old permissioning model breaks down completely.Fri, 15 May 2026 00:00:00 GMTpodcastagentsidentityauthorizationworkoshttps://parinita.ai/podcast/episode-3https://parinita.ai/podcast/episode-3Chris DiBona, VP from the Office of the CTO at Microsoft, on why MCP succeeded where other protocols failed, why the line between programmer and non-programmer is disappearing, and personalization at the billion-user scale.Fri, 15 May 2026 00:00:00 GMTpodcastagentsopen-sourcemcpmicrosofthttps://parinita.ai/podcast/episode-2https://parinita.ai/podcast/episode-2Jake Mannix, Technical Fellow at Walmart, on governing thousands of agents at enterprise scale, why everyone will need to manage agents like a CEO, and whether large language models have something like an inner life.Fri, 15 May 2026 00:00:00 GMTpodcastagentsenterprisegovernancewalmarthttps://parinita.ai/resources/ai-fabric-infrastructure-layerhttps://parinita.ai/resources/ai-fabric-infrastructure-layerAn AI Fabric distributes compute, routes by identity, keeps data sovereign, and anchors every decision in an immutable trust layer. Here is why autonomous systems need all four.Thu, 14 May 2026 00:00:00 GMTplatformarchitectureinfrastructurehttps://parinita.ai/resources/nine-plane-architecturehttps://parinita.ai/resources/nine-plane-architectureNine dedicated hardware constellations, one intelligent control plane, sub-millisecond inference routing. The architecture purpose-built for distributed AI inference at the edge.Wed, 13 May 2026 12:00:00 GMTarchitectureplatforminfrastructurehttps://parinita.ai/resources/cryptographic-proof-for-every-actionhttps://parinita.ai/resources/cryptographic-proof-for-every-actionFor ITAR, HIPAA, and financial AI, sovereignty is a regulatory mandate, not a feature. Here is how Parinita Flow anchors every agent action in cryptographic proof before it executes.Wed, 13 May 2026 06:00:00 GMTsecuritycomplianceplatformhttps://parinita.ai/resources/distributed-mcp-sovereign-edgehttps://parinita.ai/resources/distributed-mcp-sovereign-edgeMCP is becoming the standard for how LLMs talk to enterprise data and tools. Centralized cloud breaks it on identity, audit, and sovereignty. Here is the distributed alternative.Wed, 13 May 2026 03:00:00 GMTmcpplatformsecurityhttps://parinita.ai/resources/beyond-gpu-as-a-commodityhttps://parinita.ai/resources/beyond-gpu-as-a-commodityGeneric GPUs and daisy-chained APIs can't carry agent-led development. Here is how a nine-plane AI fabric routes every sub-task to the silicon that fits it.Wed, 13 May 2026 00:00:00 GMTplatformdeveloperarchitecturehttps://parinita.ai/resources/edge-infrastructure-for-ai-agentshttps://parinita.ai/resources/edge-infrastructure-for-ai-agentsAutonomous agents reason, remember, and coordinate continuously. Centralized cloud was built for request-response. Here is why the inference layer has to move to the edge.Wed, 13 May 2026 00:00:00 GMTedgeinfrastructureagentshttps://parinita.ai/resources/how-ai-cdns-workhttps://parinita.ai/resources/how-ai-cdns-workLegacy CDNs cache bytes. AI CDNs execute inference. Here is how Parinita's edge fabric routes, secures, and proves every agent decision in real time.Wed, 13 May 2026 00:00:00 GMTedgeinfrastructurecdn