AGENTS

Hydralisk is the standalone OpenAgents Python/NVIDIA inference lane.

Scope

Use this repo for conventional Python ML serving work: vLLM, SGLang, TensorRT-LLM, Triton, NVIDIA Dynamo, CUDA containers, GCE/GKE deployment recipes, model profiles, benchmarks, evals, and public-safe run receipts.
Keep Psionic as the Rust-native ML substrate. Hydralisk may produce evidence and behavior targets for Psionic, but should not claim to be Psionic-native.
Keep OpenAgents/Khala product authority outside this repo: pricing, credits, payout, referral, customer routing, and public promises live in the product repos.

Never commit secrets, raw prompts, private source, hidden reasoning traces, model-provider credentials, or large model artifacts.
Do not commit model weights, checkpoints, compiled engines, generated benchmark outputs, or GPU profiler dumps.
Make model revision, engine version, image digest, CUDA/runtime versions, GPU topology, quantization mode, parser behavior, and eval gate explicit for any served capability.
Fail closed when a lane lacks a model profile, engine pin, GPU admission check, quantization eval, or public-safe receipt path.

Work on main unless the user explicitly asks for a branch or PR flow.
Keep commits scoped to Hydralisk. Do not stage or commit parent workspace files from this repo.