OrKa is a no-BS, YAML-first orchestrator that lets you spin up, chain and monitor any open-source LLM on your own GPU (or cheap cloud boxes) in minutes. You get sub-150 ms latency, full data sovereignty and a trace viewer that exposes every token’s cost.
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What OrKa does (Maker’s description):
OrKa is a no-BS, YAML-first orchestrator that lets you spin up, chain and monitor any open-source LLM on your own GPU (or cheap cloud boxes) in minutes. You get sub-150 ms latency, full data sovereignty and a trace viewer that exposes every token’s cost, heat and hallucination rate—so you finally know what’s happening under the hood.
Why you should care:
🤯 Fast: Shaves ~40 % off round-trip time vs remote APIs.
🏷️ Cheap: Hardware amortises after ~8 M tokens/month—then it’s basically free.
🔒 Private: Zero data leaves your stack. GDPR, NDAs, you name it.
🔧 Extensible: Plug in custom tools, RAG pipelines, or even GPT when you actually need it.
📊 Transparent: Built-in profiling surfaces every hidden ops tax before it bites.
Who it’s for:
Growth teams sick of runaway API bills, indie hackers who hate rate limits, and infra nerds who want total control over their AI stack.
Ask:
Give OrKa a spin, roast the benchmarks, and tell us where it still sucks—so we can fix it.
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OrKaCore feels like serious infrastructure for teams building agentic systems. The YAML first approach with full traceability and data sovereignty is very appealing for anyone who wants to actually understand what their agents are doing. Congrats on the launch.
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OrKaCore feels like serious infrastructure for teams building agentic systems. The YAML first approach with full traceability and data sovereignty is very appealing for anyone who wants to actually understand what their agents are doing. Congrats on the launch.