forewarm
forewarm is an open-source tool for predictive autoscaling of LLM inference workloads based on token demand forecasts. It is intended for infrastructure teams operating vLLM and Kubernetes environments, with integrations or deployment patterns involving KEDA.
Overview
6 featuresIn the Inference & model serving space, forewarm takes a focused approach. It focuses on preventing inefficient or delayed scaling of LLM inference workloads under changing token demand. It is built as an open-source project for ML infrastructure and platform engineers. forewarm is open source under the Apache-2.0 license. It ships for the command line, and it can be self-hosted.
Behind forewarm is Alexey Kazantsev, and it first shipped in 2026. The project is developed in the open on GitHub with 1 commit in the last 90 days. Among its 6 catalogued features are token forecasting, predictive autoscaling, and LLM inference scaling. forewarm is currently in beta.
Summary written by a language model from the project’s public pages.
- Token forecasting
- Predictive autoscaling
- LLM inference scaling
- Kubernetes support
- vLLM support
- KEDA support
Built with & integrations
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Indexing history
1What PulseGate has recorded for this listing
Frequently asked questions about forewarm
- What does forewarm do?
- Forewarm focuses on preventing inefficient or delayed scaling of LLM inference workloads under changing token demand. It is catalogued under Inference & model serving on PulseGate.
- Who is forewarm for?
- forewarm is an open-source project built for ML infrastructure and platform engineers.
- Does forewarm have a free plan?
- Yes — forewarm is open source under the Apache-2.0 license and free to use.
- What platforms does forewarm run on?
- forewarm runs on the command line. It can also be self-hosted.
- Is forewarm still maintained?
- The GitHub repository shows 1 commit in the last 90 days.
- What are alternatives to forewarm?
- Similar projects tracked by PulseGate include Dynex Quantum Computing, AxonSDK, and wyolet-primitives.Dynex Quantum ComputingAxonSDKwyolet-primitives
- Who develops forewarm?
- forewarm is developed by Alexey Kazantsev.
- How long has forewarm been around?
- forewarm first shipped in 2026.
Also in Inference & model serving
Same category — not a similarity match