Use when launching cloud VMs, Kubernetes pods, or Slurm jobs for GPU/TPU/CPU workloads, training or fine-tuning models on cloud GPUs, deploying inference servers (vllm, TGI, etc.) with autoscaling, writing or debugging SkyPilot task YAML files, using spot/preemptible instances for cost savings, comparing GPU prices…
./bai v2 CLI usage for testing/verifying API endpoints and managing resources — entity-command reference, login/config, search patterns, testing workflow (REST API client, NOT the v1 backend.ai CLI).
Manage GPU and CPU cloud instances with the Brev CLI for ML workloads and general compute. Use when users want to create instances, search for GPUs or CPUs, SSH into instances, open editors, copy files, port forward, manage organizations, or work with cloud compute. Supports fine-tuning, reinforcement learning…
Use when creating, debugging, or improving GitHub Actions workflows for this repo — especially the crates.io release orchestrator and the downstream CLI and SDK release workflows for PyPI, npm, GitHub Releases, Homebrew tap, and NuGet. Also covers SDK distribution README branding alignment across npm, PyPI, and the…
Remove signs of AI-generated writing from text. Use after drafting to make copy sound more natural and human-written. Based on Wikipedia's "Signs of AI writing" guide.
Use when building, packaging, or releasing smbCloud CLI binaries through npm, PyPI, or GitHub Actions CI/CD. Covers the Rust binary release source of truth, the npm wrapper and platform packages, the PyPI maturin package under pypi/, local publishing with uv tool install maturin, and fixes to…
Use when planning structural biology campaigns, binder-design triage, model comparison, structure mapping, RunPod or cloud GPU stage contracts, or Symphony or Linear task packs for long-running biological agent work.