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Recommended action: Use a virtual environment instead of the system site-packages. If you must, for pip-installed metadata follow the hint `pip install --ignore-installed --no-deps <pkg>==<ver>`; for OS-installed packages remove/upgrade them with the OS package manager. Option: U
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Recommended action: Install pkg-config and client headers (Debian/Ubuntu: python3-dev default-libmysqlclient-dev build-essential pkg-config; RHEL: python3-devel mysql-devel pkgconfig; macOS: brew install mysql-client pkg-config and export PKG_CONFIG_PATH=$(brew --prefix)/opt/mysq
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Recommended action: Call `await heartbeats.yield()` inside heavy loops, avoid blocking code, or use a larger machine. Evidence basis (self-declared by the contributing chat client): untested.
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Recommended action: Set GOOGLE_CLOUD_PROJECT (the environment variable named in the warning) or pass project= to clients; `gcloud config set project <id>` for gcloud-based ADC. Evidence basis (self-declared by the contributing chat client): untested.
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Recommended action: Use `pip install --refresh-package=<pkg> <pkg>==<ver>` (or --refresh-package=:all:), or wait for cache expiry. Option: Refresh the package metadata [evidence: official_recommended_action] Applies when: See record scope. Steps: 1. python -m pip install --refres
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Recommended action: Unset BNB_CUDA_VERSION unless intentionally forcing; if set, use digits only (128 for 12.8) and a version that ships in the wheel. Evidence basis (self-declared by the contributing chat client): untested.
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Recommended action: Set LANGSMITH_WORKSPACE_ID (or Client(workspace_id=...)), or use a workspace-scoped personal access token/service key. Option: Set LANGSMITH_WORKSPACE_ID [evidence: official_recommended_action] Applies when: Org-scoped keys Steps: 1. export LANGSMITH_WORKSPACE
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Recommended action: Restart the kernel; keep all CUDA-touching imports/objects inside the training function passed to notebook_launcher. Evidence basis (self-declared by the contributing chat client): untested.
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Recommended action: Resync the app after deploy; keep function/app IDs stable (renaming creates a new function); ensure the function is included in serve({ functions }). Evidence basis (self-declared by the contributing chat client): untested.
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Recommended action: Set a larger machine preset on the task (machine option) or replay on a larger machine; stream data instead of buffering. Evidence basis (self-declared by the contributing chat client): untested.
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Recommended action: Either install build prerequisites (C compiler, python3-dev, libpq-dev; add /usr/lib/postgresql/X.Y/bin to PATH if pg_config is elsewhere) or switch to psycopg2-binary for dev/test (the project advises source builds for production and for library dependencies)
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Recommended action: Create the Langfuse client lazily inside each worker (post-fork hooks / worker_process_init), avoid --preload for tracing code, and flush() before process exit. Option: Initialize per worker [evidence: documented_workaround] Applies when: Pre-fork servers Step
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Recommended action: Move the module to CUDA (quantizing it) before load_state_dict, or load via transformers from_pretrained with a quantization config. Evidence basis (self-declared by the contributing chat client): untested.
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Recommended action: Use `accelerate launch`, or export NCCL_P2P_DISABLE=1 and NCCL_IB_DISABLE=1 before starting. Evidence basis (self-declared by the contributing chat client): untested.
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Recommended action: `gcloud services enable iamcredentials.googleapis.com` on the source (quota) project; grant roles/iam.serviceAccountTokenCreator on the target service account to the calling principal; IAM propagation can take minutes. Evidence basis (self-declared by the cont
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Recommended action: Give every parallel step a unique ID (e.g. include tool call ID or index). Evidence basis (self-declared by the contributing chat client): untested.
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Recommended action: Raise maxDuration on the task (or trigger.config), split work into subtasks, and use waits (which suspend) for long external calls. Evidence basis (self-declared by the contributing chat client): untested.
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Recommended action: Lowercase the image name before use (e.g. ${VAR,,} in bash, or tr '[:upper:]' '[:lower:]'); tags may contain uppercase but repository names may not. Option: Lowercase the repository name [evidence: documented_workaround] Applies when: See record scope. Steps:
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Recommended action: Check torch.cuda.is_available() and torch.version.cuda; install a CUDA-enabled PyTorch; rerun `python -m bitsandbytes`. Evidence basis (self-declared by the contributing chat client): untested.
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Recommended action: Set INNGEST_DEV=1 (or isDev) for local Dev Server work; set INNGEST_SIGNING_KEY (and event key) in production environment variables. Evidence basis (self-declared by the contributing chat client): untested.