AI tools for “ci”

…hardware tier, commit and dataset snapshots for reproducibility, caching, subflows, approvals, launching with pyflyte, scheduling through a Job, monitoring runs, lineage and logs, and re-running, recovering,…

…page context). Covers extension_manifest.json, the official installer versus the manual Extensions API, App publish and identity requirements, auth and host rules for Extension backends, and the…

…Covers unique experiment naming, auto-logging for scikit-learn, TensorFlow, PyTorch, XGBoost and LightGBM, manual logging of params, metrics and artifacts, Domino context tags, large-artifact multipart upload,…

…and build troubleshooting. Use when installing dependencies, adding IDEs or tools, or fixing environment build…

…user mentions the Domino CLI, a `domino` shell command, syncing project files from a laptop, the Domino R package, or running Domino jobs from R or a terminal. Not the `dom` SSH tool kit and not…

…App, and automate those steps over the Apps API or a CI/CD pipeline. Use whenever the user wants to publish, deploy, ship, launch, release or host an app (React/Vite, Streamlit, Dash, Flask, Shiny, Gradio,…

Set up GenAI tracing for an LLM or agent application in Domino by checking the Domino SDK and MLflow requirements (the DSE needs nothing installed), then adding a tracing_setup.py helper, span evaluators, a config.yaml,…

…datasets, environments and Model APIs, and automation from CI/CD. Use when automating Domino workflows, integrating Domino with external systems, or building custom tooling around Domino. For multi-step pipelines…

…Git credentials and repositories, file paths in runs, syncing and branches, collaborator roles and visibility, project settings (default environment, hardware tier, environment variables), copying, importing,…

…(text or binary) for DFS projects, so work stays reproducible, governed and tracked in Experiment Manager. Use when setting up an AI coding assistant to work with Domino, configuring or troubleshooting the Domino…

…prediction auth. Use when scripting deployments from CI, a Job or a notebook, registering a model version by API, or debugging stop, archive and delete behaviour. For UI publishing, the predict function, scaling…

…container registry from GitHub Actions, Jenkins or another CI/CD pipeline, push a model to NVIDIA Fleet Command or Snowflake, deploy a registered model to a SageMaker external endpoint, or asks about the Exports page.…

…what persists across stop and resume, file paths and syncing for DFS and Git-based Projects, package and home-directory persistence, SSH access from a local IDE, the Workspace API routes, and troubleshooting. Use…

Guide for configuring server-side sessions, session management and querying, inactivity timeout, dynamic identity providers, and CIBA (Client Initiated Backchannel Authentication) in Duende IdentityServer.

…— just a trigger plus actions that already exist in their CID, with no UI, function, collection, or custom API integration to build. DO NOT TRIGGER when the request needs anything built (a custom action, a UI page, a…

…Duende IdentityServer: endpoint setup, authorization policies, custom validation with DynamicClientRegistrationValidator, software statement validation, IClientConfigurationStore, and separate DCR…

…prevents syntax errors and makes queries faster, more efficient, and cheaper (less data scanned = lower query consumption/cost per run). Covers fetch commands, data models, field namespaces, time alignment,…

…and correlation. Use when the user references a specific Dynatrace dashboard or notebook (by URL, UUID, or name) and asks what it shows, which DQL queries it runs, whether a tile looks off, or wants to find…

…queries, product documentation questions, distributed tracing or span analysis (use…

…"privileged containers", "pod placement", "K8s node capacity", "running containers by cluster", "workload scheduling", "pod evictions", "K8s labels and annotations", "kubernetes events", "pod restart events", "OOM…