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AJRouter Engine
Run and manage llama.cpp and audio.cpp on Windows
AJRouter is a local Windows control plane for llama.cpp and audio.cpp. Start and stop workloads from a loopback dashboard, route models behind an OpenAI-compatible text API, monitor GPU usage and logs, and coordinate text, speech and music workloads. It bundles the runtimes and installer; you bring your own GGUF models. No cloud account, subscription or telemetry.
Hi, I’m AJ. AJRouter grew out of my Windows local AI setup becoming too many manual steps: starting services, switching GGUF profiles, watching VRAM, and keeping text and audio workloads from colliding. I built a control plane around llama.cpp and audio.cpp so the setup is repeatable and coding agents can use a stable local API. On my RTX 5060 Ti 16 GB, one surprise was that pushing MTP draft depth higher made a five-task test slower. I documented the build, measurements and their limits here: https://ajthe.dev/case-studies/p...
This is a paid Windows download with the runtimes included; you supply your own GGUF models. If you run local models, what part of operating the stack costs you the most time?
About AJRouter Engine on Product Hunt
“Run and manage llama.cpp and audio.cpp on Windows”
AJRouter Engine was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #110 on the daily leaderboard. AJRouter is a local Windows control plane for llama.cpp and audio.cpp. Start and stop workloads from a loopback dashboard, route models behind an OpenAI-compatible text API, monitor GPU usage and logs, and coordinate text, speech and music workloads. It bundles the runtimes and installer; you bring your own GGUF models. No cloud account, subscription or telemetry.
On the analytics side, AJRouter Engine competes within API, Developer Tools and Artificial Intelligence — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how AJRouter Engine performed against the three products that launched closest to it on the same day.
Who hunted AJRouter Engine?
AJRouter Engine was hunted by AJTheDev. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of AJRouter Engine including community comment highlights and product details, visit the product overview.
AJTheDev