New features, improvements and fixes in Nodus.https://nodus-platform-site.pages.dev/https://nodus-platform-site.pages.dev/changelog/2026-10-06-admin-data-room/https://nodus-platform-site.pages.dev/changelog/2026-10-06-admin-data-room/Operational and product analytics reports live alongside admin controls.Tue, 06 Oct 2026 00:00:00 GMTImprovedadminhttps://nodus-platform-site.pages.dev/changelog/2026-10-06-admin-empty-lists/https://nodus-platform-site.pages.dev/changelog/2026-10-06-admin-empty-lists/Empty operations lists display their empty state instead of crashing the admin console.Tue, 06 Oct 2026 00:00:00 GMTFixedadminhttps://nodus-platform-site.pages.dev/changelog/2026-10-06-admin-service-connections/https://nodus-platform-site.pages.dev/changelog/2026-10-06-admin-service-connections/Admin billing, quota and provider accounting connect to their backend services.Tue, 06 Oct 2026 00:00:00 GMTFixedadminhttps://nodus-platform-site.pages.dev/changelog/2026-10-06-audit-history/https://nodus-platform-site.pages.dev/changelog/2026-10-06-audit-history/Settings › Activity reaches back 90 days or a year, and the audit API pages with limit and continue.Tue, 06 Oct 2026 00:00:00 GMTImprovedaudithttps://nodus-platform-site.pages.dev/changelog/2026-10-06-billing-custom-domain/https://nodus-platform-site.pages.dev/changelog/2026-10-06-billing-custom-domain/Card setup and billing management accept configured custom console return domains.Tue, 06 Oct 2026 00:00:00 GMTFixedbillinghttps://nodus-platform-site.pages.dev/changelog/2026-10-06-budget-audit/https://nodus-platform-site.pages.dev/changelog/2026-10-06-budget-audit/Creating, changing or deleting a Budget is now recorded in your organization's audit log.Tue, 06 Oct 2026 00:00:00 GMTImprovedbudgethttps://nodus-platform-site.pages.dev/changelog/2026-10-06-budgets-count-storage/https://nodus-platform-site.pages.dev/changelog/2026-10-06-budgets-count-storage/Storage and egress charges now count toward the Budgets they match and send their threshold alerts.Tue, 06 Oct 2026 00:00:00 GMTFixedbudgetshttps://nodus-platform-site.pages.dev/changelog/2026-10-06-busy-api-answers/https://nodus-platform-site.pages.dev/changelog/2026-10-06-busy-api-answers/Several training runs submitted at once no longer time out; a request that cannot be checked in time fails quickly and creates nothing.Tue, 06 Oct 2026 00:00:00 GMTFixedbusyhttps://nodus-platform-site.pages.dev/changelog/2026-10-06-declined-card-email/https://nodus-platform-site.pages.dev/changelog/2026-10-06-declined-card-email/A credit purchase whose card was declined now ends as a failed payment, with an email and a topup.failed webhook.Tue, 06 Oct 2026 00:00:00 GMTFixeddeclinedhttps://nodus-platform-site.pages.dev/changelog/2026-10-06-docs-discovery/https://nodus-platform-site.pages.dev/changelog/2026-10-06-docs-discovery/Current discovery indexes, complete Markdown examples, focused bundles and clearer compute comparisons.Tue, 06 Oct 2026 00:00:00 GMTImproveddocshttps://nodus-platform-site.pages.dev/changelog/2026-10-06-docs-navigation/https://nodus-platform-site.pages.dev/changelog/2026-10-06-docs-navigation/Find docs by task, expand reference details when needed, and read pages as Markdown.Tue, 06 Oct 2026 00:00:00 GMTImproveddocshttps://nodus-platform-site.pages.dev/changelog/2026-10-06-landing-page/https://nodus-platform-site.pages.dev/changelog/2026-10-06-landing-page/Explore AI capabilities, workflows, compute costs and BYOCompute from the home page.Tue, 06 Oct 2026 00:00:00 GMTImprovedlandinghttps://nodus-platform-site.pages.dev/changelog/2026-10-06-missing-model-revision/https://nodus-platform-site.pages.dev/changelog/2026-10-06-missing-model-revision/A TrainingJob or Volume that names a Hugging Face model revision that does not exist now says which model and revision were not found.Tue, 06 Oct 2026 00:00:00 GMTImprovedmissinghttps://nodus-platform-site.pages.dev/changelog/2026-10-06-payment-webhooks/https://nodus-platform-site.pages.dev/changelog/2026-10-06-payment-webhooks/Credits added, failed payments, refunds, auto-recharges and disputes now each send an Event and a webhook.Tue, 06 Oct 2026 00:00:00 GMTNewpaymenthttps://nodus-platform-site.pages.dev/changelog/2026-10-06-rl-train-in-python/https://nodus-platform-site.pages.dev/changelog/2026-10-06-rl-train-in-python/rl.train takes a task list and a reward function and starts a GRPO run; python -m nodus.examples.rl runs one.Tue, 06 Oct 2026 00:00:00 GMTNewrlhttps://nodus-platform-site.pages.dev/changelog/2026-10-06-run-not-found/https://nodus-platform-site.pages.dev/changelog/2026-10-06-run-not-found/Opening a run, job or other resource that does not exist shows a not-found page with a link back to its list.Tue, 06 Oct 2026 00:00:00 GMTImprovedrunhttps://nodus-platform-site.pages.dev/changelog/2026-10-06-sign-up-fixes/https://nodus-platform-site.pages.dev/changelog/2026-10-06-sign-up-fixes/Sign-up states the full password rule, and the verify and reset pages always offer a way forward.Tue, 06 Oct 2026 00:00:00 GMTFixedsignhttps://nodus-platform-site.pages.dev/changelog/2026-10-06-team-projects/https://nodus-platform-site.pages.dev/changelog/2026-10-06-team-projects/Team › Projects lists each project with its members, 30-day spend and spend limit, and creates and deletes projects.Tue, 06 Oct 2026 00:00:00 GMTNewteamhttps://nodus-platform-site.pages.dev/changelog/2026-10-06-team-section/https://nodus-platform-site.pages.dev/changelog/2026-10-06-team-section/Members, invites and company domains move from Settings to a Team section.Tue, 06 Oct 2026 00:00:00 GMTImprovedteamhttps://nodus-platform-site.pages.dev/changelog/2026-10-06-transaction-receipts/https://nodus-platform-site.pages.dev/changelog/2026-10-06-transaction-receipts/Credit purchases and their refunds in Billing › Transactions now name their top-up and link to its receipt.Tue, 06 Oct 2026 00:00:00 GMTFixedtransactionhttps://nodus-platform-site.pages.dev/changelog/2026-10-06-unpaid-charges-email/https://nodus-platform-site.pages.dev/changelog/2026-10-06-unpaid-charges-email/When a charge is larger than your balance, billing contacts get an email and a billing.arrears_posted webhook.Tue, 06 Oct 2026 00:00:00 GMTNewunpaidhttps://nodus-platform-site.pages.dev/changelog/2026-10-05-account-migration-starter/https://nodus-platform-site.pages.dev/changelog/2026-10-05-account-migration-starter/Preserve your sign-in and memberships with one starter grant per migrated user.Mon, 05 Oct 2026 00:00:00 GMTChangedaccounthttps://nodus-platform-site.pages.dev/changelog/2026-10-05-admin-live-data/https://nodus-platform-site.pages.dev/changelog/2026-10-05-admin-live-data/Admin previews require real configuration unless local mock mode is selected.Mon, 05 Oct 2026 00:00:00 GMTFixedadminhttps://nodus-platform-site.pages.dev/changelog/2026-10-05-admin-password-verification/https://nodus-platform-site.pages.dev/changelog/2026-10-05-admin-password-verification/Admin sign-in now submits the security challenge required by password authentication.Mon, 05 Oct 2026 00:00:00 GMTFixedadminhttps://nodus-platform-site.pages.dev/changelog/2026-10-05-agent-evaluation/https://nodus-platform-site.pages.dev/changelog/2026-10-05-agent-evaluation/Run bounded Environment evaluation batches with pinned agent revisions, scored outcomes and per-case evidence.Mon, 05 Oct 2026 00:00:00 GMTNewagenthttps://nodus-platform-site.pages.dev/changelog/2026-10-05-agent-external-intents/https://nodus-platform-site.pages.dev/changelog/2026-10-05-agent-external-intents/Interrupted external steps park for inspection instead of running again.Mon, 05 Oct 2026 00:00:00 GMTFixedagenthttps://nodus-platform-site.pages.dev/changelog/2026-10-05-agents-placement/https://nodus-platform-site.pages.dev/changelog/2026-10-05-agents-placement/Sandbox placement applies supplier preference while preserving admission, team isolation and capacity limits.Mon, 05 Oct 2026 00:00:00 GMTFixedagentshttps://nodus-platform-site.pages.dev/changelog/2026-10-05-authenticator-setup/https://nodus-platform-site.pages.dev/changelog/2026-10-05-authenticator-setup/Add and verify an authenticator app from Account Security when an action requires MFA.Mon, 05 Oct 2026 00:00:00 GMTFixedauthenticatorhttps://nodus-platform-site.pages.dev/changelog/2026-10-05-autorecharge-opt-out/https://nodus-platform-site.pages.dev/changelog/2026-10-05-autorecharge-opt-out/Stale billing settings cannot overwrite a newer auto-recharge opt-out.Mon, 05 Oct 2026 00:00:00 GMTFixedautorechargehttps://nodus-platform-site.pages.dev/changelog/2026-10-05-billing-balance/https://nodus-platform-site.pages.dev/changelog/2026-10-05-billing-balance/Auto-recharge now charges your card, the Balance page shows how long your credit lasts, and charges read in plain words.Mon, 05 Oct 2026 00:00:00 GMTFixedbillinghttps://nodus-platform-site.pages.dev/changelog/2026-10-05-billing-statements/https://nodus-platform-site.pages.dev/changelog/2026-10-05-billing-statements/Transactions shows a monthly statement you can download as CSV, and usage sums by offering.Mon, 05 Oct 2026 00:00:00 GMTNewbillinghttps://nodus-platform-site.pages.dev/changelog/2026-10-05-clearer-invites/https://nodus-platform-site.pages.dev/changelog/2026-10-05-clearer-invites/Invites show how long their link lasts, and new organizations see how to get more seats.Mon, 05 Oct 2026 00:00:00 GMTImprovedclearerhttps://nodus-platform-site.pages.dev/changelog/2026-10-05-company-domains/https://nodus-platform-site.pages.dev/changelog/2026-10-05-company-domains/Verify your company's domain and new sign-ups at that domain join your org without an invite.Mon, 05 Oct 2026 00:00:00 GMTNewcompanyhttps://nodus-platform-site.pages.dev/changelog/2026-10-05-console-oauth-callbacks/https://nodus-platform-site.pages.dev/changelog/2026-10-05-console-oauth-callbacks/Production sign-in configuration enables verified providers and retains both console addresses.Mon, 05 Oct 2026 00:00:00 GMTFixedconsolehttps://nodus-platform-site.pages.dev/changelog/2026-10-05-custom-reward-environments/https://nodus-platform-site.pages.dev/changelog/2026-10-05-custom-reward-environments/Write tasks and a reward function in Python, build them on env-base, and train on them with GRPO.Mon, 05 Oct 2026 00:00:00 GMTNewcustomhttps://nodus-platform-site.pages.dev/changelog/2026-10-05-embedding-model-examples/https://nodus-platform-site.pages.dev/changelog/2026-10-05-embedding-model-examples/Embedding models show their operation, input-token price and matching API examples.Mon, 05 Oct 2026 00:00:00 GMTFixedembeddinghttps://nodus-platform-site.pages.dev/changelog/2026-10-05-gpu-host-networking/https://nodus-platform-site.pages.dev/changelog/2026-10-05-gpu-host-networking/Distributed training can connect two restricted GPU hosts without a separate relay service.Mon, 05 Oct 2026 00:00:00 GMTImprovedtraininghttps://nodus-platform-site.pages.dev/changelog/2026-10-05-invite-accept-opens-org/https://nodus-platform-site.pages.dev/changelog/2026-10-05-invite-accept-opens-org/After accepting an invite in the console, you land in the organization you joined.Mon, 05 Oct 2026 00:00:00 GMTFixedinvitehttps://nodus-platform-site.pages.dev/changelog/2026-10-05-my-runs/https://nodus-platform-site.pages.dev/changelog/2026-10-05-my-runs/The Runs list shows who started each run and filters to yours or a teammate's.Mon, 05 Oct 2026 00:00:00 GMTNewmyhttps://nodus-platform-site.pages.dev/changelog/2026-10-05-partner-billing-offers/https://nodus-platform-site.pages.dev/changelog/2026-10-05-partner-billing-offers/Apply for partner credit, with snapshotted terms and purchased-usage matching.Mon, 05 Oct 2026 00:00:00 GMTNewpartnerhttps://nodus-platform-site.pages.dev/changelog/2026-10-05-payments-card-prerequisite/https://nodus-platform-site.pages.dev/changelog/2026-10-05-payments-card-prerequisite/Card setup preserves signup credit and does not charge your card.Mon, 05 Oct 2026 00:00:00 GMTUpdatepaymentshttps://nodus-platform-site.pages.dev/changelog/2026-10-05-project-access/https://nodus-platform-site.pages.dev/changelog/2026-10-05-project-access/Owners and Admins pick which projects a member can use from the Members table.Mon, 05 Oct 2026 00:00:00 GMTImprovedprojecthttps://nodus-platform-site.pages.dev/changelog/2026-10-05-provider-admission-sign-in/https://nodus-platform-site.pages.dev/changelog/2026-10-05-provider-admission-sign-in/Internal provider activation no longer requires authenticator enrollment or a verification code.Mon, 05 Oct 2026 00:00:00 GMTFixedproviderhttps://nodus-platform-site.pages.dev/changelog/2026-10-05-remove-authenticator-flow/https://nodus-platform-site.pages.dev/changelog/2026-10-05-remove-authenticator-flow/Use your existing sign-in for the console, CLI and admin actions.Mon, 05 Oct 2026 00:00:00 GMTChangedremovehttps://nodus-platform-site.pages.dev/changelog/2026-10-05-self-serve-seats/https://nodus-platform-site.pages.dev/changelog/2026-10-05-self-serve-seats/Owners and Admins of a paying org change its seat limit themselves, up to 1,000.Mon, 05 Oct 2026 00:00:00 GMTImprovedselfhttps://nodus-platform-site.pages.dev/changelog/2026-10-05-site-legacy-links/https://nodus-platform-site.pages.dev/changelog/2026-10-05-site-legacy-links/Pages builds publish the legacy URL redirects and preserve console deep links.Mon, 05 Oct 2026 00:00:00 GMTFixedsitehttps://nodus-platform-site.pages.dev/changelog/2026-10-05-spend-by-member/https://nodus-platform-site.pages.dev/changelog/2026-10-05-spend-by-member/Usage groups by member and Budgets can cap one member, across every API key they use.Mon, 05 Oct 2026 00:00:00 GMTNewspendhttps://nodus-platform-site.pages.dev/changelog/2026-10-05-team-change-emails/https://nodus-platform-site.pages.dev/changelog/2026-10-05-team-change-emails/Owners and Admins get an email when someone joins or is made an Admin or Owner.Mon, 05 Oct 2026 00:00:00 GMTNewteamhttps://nodus-platform-site.pages.dev/changelog/2026-10-05-training-console/https://nodus-platform-site.pages.dev/changelog/2026-10-05-training-console/Name a model by repo, pick or import a dataset, watch curves, read graded answers and download the adapter in one command.Mon, 05 Oct 2026 00:00:00 GMTImprovedtraininghttps://nodus-platform-site.pages.dev/changelog/2026-10-05-training-gpu-grading/https://nodus-platform-site.pages.dev/changelog/2026-10-05-training-gpu-grading/Training task preparation and isolated grading share the model's GPU host.Mon, 05 Oct 2026 00:00:00 GMTFixedtraininghttps://nodus-platform-site.pages.dev/changelog/2026-10-05-training-legacy-letter-counting/https://nodus-platform-site.pages.dev/changelog/2026-10-05-training-legacy-letter-counting/Reproducible task slicing, prompt roles and raw scoring for letter-counting evaluation and RL.Mon, 05 Oct 2026 00:00:00 GMTFixedtraininghttps://nodus-platform-site.pages.dev/changelog/2026-10-05-training-publication/https://nodus-platform-site.pages.dev/changelog/2026-10-05-training-publication/Publish signed non-RL training and benchmark evaluation images while preserving other catalog digests.Mon, 05 Oct 2026 00:00:00 GMTUpdatetraininghttps://nodus-platform-site.pages.dev/changelog/2026-10-05-training-worker-devices/https://nodus-platform-site.pages.dev/changelog/2026-10-05-training-worker-devices/Multi-GPU training selects the local worker's CUDA device before loading quantized weights.Mon, 05 Oct 2026 00:00:00 GMTImprovedtraininghttps://nodus-platform-site.pages.dev/changelog/2026-10-05-unpaid-ci-verification/https://nodus-platform-site.pages.dev/changelog/2026-10-05-unpaid-ci-verification/Automatic staging checks use access verification without paid jobs or model calls.Mon, 05 Oct 2026 00:00:00 GMTUpdateunpaidhttps://nodus-platform-site.pages.dev/changelog/2026-10-04-agent-waiting-deadline/https://nodus-platform-site.pages.dev/changelog/2026-10-04-agent-waiting-deadline/Agent runs release their sandboxes at their deadline even when no follow-up message arrives.Sun, 04 Oct 2026 00:00:00 GMTFixedagenthttps://nodus-platform-site.pages.dev/changelog/2026-10-04-attempts-kind/https://nodus-platform-site.pages.dev/changelog/2026-10-04-attempts-kind/nodus get attempts lists the incarnations of a Job, Sandbox, Workspace or Function, with phase, offering, rate and cost.Sun, 04 Oct 2026 00:00:00 GMTNewattemptshttps://nodus-platform-site.pages.dev/changelog/2026-10-04-byocompute-spend-and-execution/https://nodus-platform-site.pages.dev/changelog/2026-10-04-byocompute-spend-and-execution/Cloud cost history, conditional spend projections, workload comparisons and instance enrollment in BYOCompute.Sun, 04 Oct 2026 00:00:00 GMTImprovedBYOComputehttps://nodus-platform-site.pages.dev/changelog/2026-10-04-cheapest-available/https://nodus-platform-site.pages.dev/changelog/2026-10-04-cheapest-available/The default placement profile takes the lowest hourly rate with a free machine, and offerings show that rate.Sun, 04 Oct 2026 00:00:00 GMTChangedcheapesthttps://nodus-platform-site.pages.dev/changelog/2026-10-04-checkpoint-cadence/https://nodus-platform-site.pages.dev/changelog/2026-10-04-checkpoint-cadence/A Checkpointed Job now saves as often as its capacity's reliability and checkpoint size call for, between 5 minutes and 2 hours.Sun, 04 Oct 2026 00:00:00 GMTChangedcheckpointhttps://nodus-platform-site.pages.dev/changelog/2026-10-04-cli-keys-shell-events/https://nodus-platform-site.pages.dev/changelog/2026-10-04-cli-keys-shell-events/nodus create apikey, sshkey and enrollmenttoken, nodus shell, and nodus events -w.Sun, 04 Oct 2026 00:00:00 GMTNewclihttps://nodus-platform-site.pages.dev/changelog/2026-10-04-console-account-webhooks-audit/https://nodus-platform-site.pages.dev/changelog/2026-10-04-console-account-webhooks-audit/Manage your SSH keys, password and analytics choice, your organization's webhook endpoints, and its audit log.Sun, 04 Oct 2026 00:00:00 GMTNewconsolehttps://nodus-platform-site.pages.dev/changelog/2026-10-04-console-playground/https://nodus-platform-site.pages.dev/changelog/2026-10-04-console-playground/The console's Inference page has a playground that runs a real chat completion with your session.Sun, 04 Oct 2026 00:00:00 GMTNewconsolehttps://nodus-platform-site.pages.dev/changelog/2026-10-04-declared-job-outputs/https://nodus-platform-site.pages.dev/changelog/2026-10-04-declared-job-outputs/A Job's declared outputs outside /nodus/outputs are uploaded, directories as one tar.zst archive.Sun, 04 Oct 2026 00:00:00 GMTFixeddeclaredhttps://nodus-platform-site.pages.dev/changelog/2026-10-04-event-watch/https://nodus-platform-site.pages.dev/changelog/2026-10-04-event-watch/The events collection supports watch, so clients stream new Events instead of polling.Sun, 04 Oct 2026 00:00:00 GMTNeweventhttps://nodus-platform-site.pages.dev/changelog/2026-10-04-hosted-mcp/https://nodus-platform-site.pages.dev/changelog/2026-10-04-hosted-mcp/MCP clients connect to the hosted server with an API key or by signing in with the browser, and see only the tools their scopes allow.Sun, 04 Oct 2026 00:00:00 GMTNewhostedhttps://nodus-platform-site.pages.dev/changelog/2026-10-04-image-build-availability/https://nodus-platform-site.pages.dev/changelog/2026-10-04-image-build-availability/Unavailable image builds return a clear error while prebuilt registry images remain supported.Sun, 04 Oct 2026 00:00:00 GMTFixedimagehttps://nodus-platform-site.pages.dev/changelog/2026-10-04-indra-console/https://nodus-platform-site.pages.dev/changelog/2026-10-04-indra-console/Indra requests show nodus/indra in the model selector and response summary.Sun, 04 Oct 2026 00:00:00 GMTImprovedindrahttps://nodus-platform-site.pages.dev/changelog/2026-10-04-inference-indra/https://nodus-platform-site.pages.dev/changelog/2026-10-04-inference-indra/The routed inference model is called Indra, with the model id nodus/indra; nodus/auto keeps working.Sun, 04 Oct 2026 00:00:00 GMTImprovedinferencehttps://nodus-platform-site.pages.dev/changelog/2026-10-04-inference-lowest-price/https://nodus-platform-site.pages.dev/changelog/2026-10-04-inference-lowest-price/Model usage now carries a 5 % margin, and a model served from several sources is listed once, at its lowest price.Sun, 04 Oct 2026 00:00:00 GMTChangedpricinghttps://nodus-platform-site.pages.dev/changelog/2026-10-04-inference-protocols/https://nodus-platform-site.pages.dev/changelog/2026-10-04-inference-protocols/Use more client protocols with the same model catalog, prepaid credits and receipts.Sun, 04 Oct 2026 00:00:00 GMTNewinferencehttps://nodus-platform-site.pages.dev/changelog/2026-10-04-job-git-sources/https://nodus-platform-site.pages.dev/changelog/2026-10-04-job-git-sources/GitHub source files reach Jobs through a project Connection without exposing repository credentials.Sun, 04 Oct 2026 00:00:00 GMTFixedjobhttps://nodus-platform-site.pages.dev/changelog/2026-10-04-job-progress-cursor-env/https://nodus-platform-site.pages.dev/changelog/2026-10-04-job-progress-cursor-env/NODUS_CURSOR_COMPLETED and NODUS_CURSOR_TOTAL now reach a Job's command, and NODUS_WORKLOAD_ID is set again.Sun, 04 Oct 2026 00:00:00 GMTFixedjobhttps://nodus-platform-site.pages.dev/changelog/2026-10-04-models-kind/https://nodus-platform-site.pages.dev/changelog/2026-10-04-models-kind/Every inference model is a read-only Model in project nodus, with its operations, limits, rates and whether it serves now.Sun, 04 Oct 2026 00:00:00 GMTNewmodelshttps://nodus-platform-site.pages.dev/changelog/2026-10-04-open-egress-every-machine/https://nodus-platform-site.pages.dev/changelog/2026-10-04-open-egress-every-machine/Jobs, TrainingJobs and Workspaces with open egress no longer fail to resolve or reach public hosts on some machines.Sun, 04 Oct 2026 00:00:00 GMTFixedopenhttps://nodus-platform-site.pages.dev/changelog/2026-10-04-openapi-documents/https://nodus-platform-site.pages.dev/changelog/2026-10-04-openapi-documents//docs/openapi.json is the OpenAPI document of the nodus.dev API, with a reference page for every operation and pydantic models in the Python SDK.Sun, 04 Oct 2026 00:00:00 GMTNewopenapihttps://nodus-platform-site.pages.dev/changelog/2026-10-04-parallel-agents/https://nodus-platform-site.pages.dev/changelog/2026-10-04-parallel-agents/Run many agent runs at once under one group, with a limit on how many run together, dependencies between runs and one cost cap for all of them.Sun, 04 Oct 2026 00:00:00 GMTNewparallelhttps://nodus-platform-site.pages.dev/changelog/2026-10-04-python-sdk-matches-api/https://nodus-platform-site.pages.dev/changelog/2026-10-04-python-sdk-matches-api/Agent runs from nodus.Agent no longer fail on submit, nodus.Sweep and the health calls are in the SDK, and unavailable features say so before anything is sent.Sun, 04 Oct 2026 00:00:00 GMTFixedpythonhttps://nodus-platform-site.pages.dev/changelog/2026-10-04-queued-job-reasons/https://nodus-platform-site.pages.dev/changelog/2026-10-04-queued-job-reasons/The Scheduled condition of a queued Job names what blocks its placement and how to fix it.Sun, 04 Oct 2026 00:00:00 GMTChangedqueuedhttps://nodus-platform-site.pages.dev/changelog/2026-10-04-retained-storage-billing/https://nodus-platform-site.pages.dev/changelog/2026-10-04-retained-storage-billing/Storage above the 10 GB inclusion is charged daily, and the starter credit shows its expiry.Sun, 04 Oct 2026 00:00:00 GMTChangedretainedhttps://nodus-platform-site.pages.dev/changelog/2026-10-04-runs-visibility/https://nodus-platform-site.pages.dev/changelog/2026-10-04-runs-visibility/Run details expose log failures, downloadable outputs, worker selection and execution costs.Sun, 04 Oct 2026 00:00:00 GMTFixedrunshttps://nodus-platform-site.pages.dev/changelog/2026-10-04-sandboxes-share-org-capacity/https://nodus-platform-site.pages.dev/changelog/2026-10-04-sandboxes-share-org-capacity/Sandboxes that fit pack onto capacity dedicated to your organization and bill at the per-vCPU and per-GiB rates.Sun, 04 Oct 2026 00:00:00 GMTChangedsandboxeshttps://nodus-platform-site.pages.dev/changelog/2026-10-04-secrets-reach-running-work/https://nodus-platform-site.pages.dev/changelog/2026-10-04-secrets-reach-running-work/Secrets you name in secrets, valueFrom.secretKeyRef and imagePullSecrets now arrive in the container and the image pull, and an exec that pastes a Secret value is refused.Sun, 04 Oct 2026 00:00:00 GMTFixedsecretshttps://nodus-platform-site.pages.dev/changelog/2026-10-04-slow-start-egress-denied-events/https://nodus-platform-site.pages.dev/changelog/2026-10-04-slow-start-egress-denied-events/A Job, Sandbox or Workspace records an Event when its machine starts slowly or its network policy denies a connection.Sun, 04 Oct 2026 00:00:00 GMTNewslowhttps://nodus-platform-site.pages.dev/changelog/2026-10-04-training-runs-complete/https://nodus-platform-site.pages.dev/changelog/2026-10-04-training-runs-complete/Preview compiled Jobs, send tracker metrics and reuse verified recovery state.Sun, 04 Oct 2026 00:00:00 GMTImprovedtraininghttps://nodus-platform-site.pages.dev/changelog/2026-10-04-wandb-live-runs/https://nodus-platform-site.pages.dev/changelog/2026-10-04-wandb-live-runs/A live WandB Connection sets the W&B env for a Job and links its run.Sun, 04 Oct 2026 00:00:00 GMTNewwandbhttps://nodus-platform-site.pages.dev/changelog/2026-10-04-webhook-endpoints/https://nodus-platform-site.pages.dev/changelog/2026-10-04-webhook-endpoints/Create a WebhookEndpoint and Nodus posts signed events, such as job.succeeded and budget.threshold, to your HTTPS receiver.Sun, 04 Oct 2026 00:00:00 GMTNewwebhookhttps://nodus-platform-site.pages.dev/changelog/2026-10-04-workload-spending-caps/https://nodus-platform-site.pages.dev/changelog/2026-10-04-workload-spending-caps/Jobs and their parent workflows enforce cost caps and matching Budgets before capacity starts.Sun, 04 Oct 2026 00:00:00 GMTFixedworkloadhttps://nodus-platform-site.pages.dev/changelog/2026-10-04-workspace-browser-edge/https://nodus-platform-site.pages.dev/changelog/2026-10-04-workspace-browser-edge/Workspace VSCode and Jupyter connections verify their browser endpoint before showing a link.Sun, 04 Oct 2026 00:00:00 GMTFixedworkspacehttps://nodus-platform-site.pages.dev/changelog/2026-10-04-workspace-connections/https://nodus-platform-site.pages.dev/changelog/2026-10-04-workspace-connections/Workspace file reads work from the console and connection errors offer a retry.Sun, 04 Oct 2026 00:00:00 GMTFixedworkspacehttps://nodus-platform-site.pages.dev/changelog/2026-10-04-workspace-desktop-setup/https://nodus-platform-site.pages.dev/changelog/2026-10-04-workspace-desktop-setup/Signing in sets up your personal SSH identity for current and future Workspaces.Sun, 04 Oct 2026 00:00:00 GMTImprovedworkspacehttps://nodus-platform-site.pages.dev/changelog/2026-10-03-inference-catalog-sync/https://nodus-platform-site.pages.dev/changelog/2026-10-03-inference-catalog-sync/New inference models appear in the catalog on their own, retired ones stop serving, and price changes apply to new requests only.Sat, 03 Oct 2026 00:00:00 GMTImprovedinferencehttps://nodus-platform-site.pages.dev/changelog/2026-10-03-inference-endpoints-and-cli/https://nodus-platform-site.pages.dev/changelog/2026-10-03-inference-endpoints-and-cli/Give a hosted model its own base URL, rate limits, allowed keys and spending cap, and call hosted models from the CLI.Sat, 03 Oct 2026 00:00:00 GMTNewinferencehttps://nodus-platform-site.pages.dev/changelog/2026-10-03-nodus-covered-segments/https://nodus-platform-site.pages.dev/changelog/2026-10-03-nodus-covered-segments/Teardown after a failure Nodus caused, and any of the start not yet billed, are covered by Nodus.Sat, 03 Oct 2026 00:00:00 GMTFixednodushttps://nodus-platform-site.pages.dev/changelog/2026-10-03-offerings/https://nodus-platform-site.pages.dev/changelog/2026-10-03-offerings/nodus get gpus and the console's GPUs tab list the capacity you can run on now, with live prices and availability.Sat, 03 Oct 2026 00:00:00 GMTNewhttps://nodus-platform-site.pages.dev/changelog/2026-10-03-pipelines-sweeps-outputs/https://nodus-platform-site.pages.dev/changelog/2026-10-03-pipelines-sweeps-outputs/Chain Jobs into Pipelines, compare cells in a Sweep, run indexed Jobs, and download what each run committed.Sat, 03 Oct 2026 00:00:00 GMTNewpipelineshttps://nodus-platform-site.pages.dev/changelog/2026-10-02-agents-on-claude/https://nodus-platform-site.pages.dev/changelog/2026-10-02-agents-on-claude/Run an agent on Claude in its own sandbox. It picks the right model for each prompt, survives restarts and bills from your credits.Fri, 02 Oct 2026 00:00:00 GMTNewagentshttps://nodus-platform-site.pages.dev/changelog/2026-10-02-jobs-multi-gpu-torchrun/https://nodus-platform-site.pages.dev/changelog/2026-10-02-jobs-multi-gpu-torchrun/torchrun starts one process per GPU without flags, and /dev/shm fits NCCL and data loaders.Fri, 02 Oct 2026 00:00:00 GMTImprovedjobshttps://nodus-platform-site.pages.dev/changelog/2026-10-02-pools/https://nodus-platform-site.pages.dev/changelog/2026-10-02-pools/Enroll your own hosts into pools, route jobs to them first, forecast demand, automate routine actions and see your AWS and GCP accounts read-only.Fri, 02 Oct 2026 00:00:00 GMTUpdatehttps://nodus-platform-site.pages.dev/changelog/2026-10-02-storage-secrets-images-volumes/https://nodus-platform-site.pages.dev/changelog/2026-10-02-storage-secrets-images-volumes/Encrypted Secrets, Image builds and catalog images, Volumes with revisions, and verified Connections.Fri, 02 Oct 2026 00:00:00 GMTNewstoragehttps://nodus-platform-site.pages.dev/changelog/2026-10-01-access-orgs-keys-login/https://nodus-platform-site.pages.dev/changelog/2026-10-01-access-orgs-keys-login/Create your org explicitly, invite members, mint scoped API keys and sign the CLI in with one command.Thu, 01 Oct 2026 00:00:00 GMTNewaccesshttps://nodus-platform-site.pages.dev/changelog/2026-10-01-billing-cli-and-credit-grants/https://nodus-platform-site.pages.dev/changelog/2026-10-01-billing-cli-and-credit-grants/Every billing task has a nodus verb, and credit grants are now an API resource you can list, watch and redeem into.Thu, 01 Oct 2026 00:00:00 GMTNewbillinghttps://nodus-platform-site.pages.dev/changelog/2026-10-01-billing-credits-and-usage/https://nodus-platform-site.pages.dev/changelog/2026-10-01-billing-credits-and-usage/New guides for adding credits, redeeming promo codes, refunds and what every kind of time costs.Thu, 01 Oct 2026 00:00:00 GMTNewbillinghttps://nodus-platform-site.pages.dev/changelog/2026-10-01-cutover-moving-from-0x/https://nodus-platform-site.pages.dev/changelog/2026-10-01-cutover-moving-from-0x/Your sign-in, org, members, purchased credit, promotional credit and saved cards move to Nodus 1.0 on the cutover date; API keys, runs and Sandboxes do not.Thu, 01 Oct 2026 00:00:00 GMTChangedcutoverhttps://nodus-platform-site.pages.dev/changelog/2026-10-01-functions-warm-pools/https://nodus-platform-site.pages.dev/changelog/2026-10-01-functions-warm-pools/Call a Python Function with remote, spawn or map, keep workers warm, and pay by the second for the time they use.Thu, 01 Oct 2026 00:00:00 GMTNewfunctionshttps://nodus-platform-site.pages.dev/changelog/2026-10-01-inference-hosted-composer/https://nodus-platform-site.pages.dev/changelog/2026-10-01-inference-hosted-composer/An OpenAI-compatible API for open-weight models, named endpoints with their own limits, and nodus/auto, which picks the model for each request.Thu, 01 Oct 2026 00:00:00 GMTNewinferencehttps://nodus-platform-site.pages.dev/changelog/2026-10-01-integrations-webhooks-mcp-assistant/https://nodus-platform-site.pages.dev/changelog/2026-10-01-integrations-webhooks-mcp-assistant/Signed webhooks with secret rotation, one MCP server for your coding agents, an assistant in the console, and email for the things that need you.Thu, 01 Oct 2026 00:00:00 GMTNewintegrationshttps://nodus-platform-site.pages.dev/changelog/2026-10-01-pricing-pass-through/https://nodus-platform-site.pages.dev/changelog/2026-10-01-pricing-pass-through/Pricing for rented machines, Nodus nodes, models, nodus/auto and the composer plan comes from one price list.Thu, 01 Oct 2026 00:00:00 GMTNewpricinghttps://nodus-platform-site.pages.dev/changelog/2026-10-01-training-runtimes-and-environments/https://nodus-platform-site.pages.dev/changelog/2026-10-01-training-runtimes-and-environments/Eight runtimes for fine-tuning, preference tuning, RL, distillation, pretraining and evaluation, five graded Environments, and nodus.recipes for Python.Thu, 01 Oct 2026 00:00:00 GMTNewtraininghttps://nodus-platform-site.pages.dev/changelog/2026-09-30-budgets-enforced-limits/https://nodus-platform-site.pages.dev/changelog/2026-09-30-budgets-enforced-limits/Budgets and maxCostUSD now stop spend before it happens, and work stops gracefully and resumes when money runs out.Wed, 30 Sep 2026 00:00:00 GMTNewbudgetshttps://nodus-platform-site.pages.dev/changelog/2026-09-30-checkpoints-stored-logs-and-top/https://nodus-platform-site.pages.dev/changelog/2026-09-30-checkpoints-stored-logs-and-top/Jobs keep their progress through suspends and lost capacity, logs stay readable after the run, and nodus top shows live usage.Wed, 30 Sep 2026 00:00:00 GMTUpdatecheckpointshttps://nodus-platform-site.pages.dev/changelog/2026-09-30-cli-launch/https://nodus-platform-site.pages.dev/changelog/2026-09-30-cli-launch/A kubectl-style CLI for every Nodus resource, with browser and device sign-in, nodus run with live phases and an itemized cost line, and signed releases.Wed, 30 Sep 2026 00:00:00 GMTNewclihttps://nodus-platform-site.pages.dev/changelog/2026-09-30-console-shell/https://nodus-platform-site.pages.dev/changelog/2026-09-30-console-shell/Links that name the organization and project, live updates, a command palette, and the CLI command on every page.Wed, 30 Sep 2026 00:00:00 GMTUpdateconsolehttps://nodus-platform-site.pages.dev/changelog/2026-09-30-core-resource-api/https://nodus-platform-site.pages.dev/changelog/2026-09-30-core-resource-api/Every kind shares one create, get, list, watch, update, patch and delete API with dry-run cost estimates, idempotent retries and actionable errors.Wed, 30 Sep 2026 00:00:00 GMTNewcorehttps://nodus-platform-site.pages.dev/changelog/2026-09-30-payments-stripe-credits/https://nodus-platform-site.pages.dev/changelog/2026-09-30-payments-stripe-credits/Top up prepaid credits through Stripe Checkout, get a receipt for every payment, recharge automatically from a saved card and add the $20 Composer plan.Wed, 30 Sep 2026 00:00:00 GMTNewpaymentshttps://nodus-platform-site.pages.dev/changelog/2026-09-30-sdk-python-sdk/https://nodus-platform-site.pages.dev/changelog/2026-09-30-sdk-python-sdk/The nodus-compute package brings Modal-style Functions, Sandboxes, Jobs, Workspaces and inference clients to Python.Wed, 30 Sep 2026 00:00:00 GMTUpdatesdkhttps://nodus-platform-site.pages.dev/changelog/2026-09-30-site-docs-and-agent-outputs/https://nodus-platform-site.pages.dev/changelog/2026-09-30-site-docs-and-agent-outputs/The documentation moves to a searchable site with every page also served as Markdown, plus llms.txt and MCP setup files.Wed, 30 Sep 2026 00:00:00 GMTNewsitehttps://nodus-platform-site.pages.dev/changelog/2026-09-30-training-trainingjobs/https://nodus-platform-site.pages.dev/changelog/2026-09-30-training-trainingjobs/Fine-tune, post-train, distill and pretrain on managed runtimes, across several machines when you need to, and evaluate against graded Environments.Wed, 30 Sep 2026 00:00:00 GMTUpdatetraininghttps://nodus-platform-site.pages.dev/changelog/2026-09-30-workspaces-ga/https://nodus-platform-site.pages.dev/changelog/2026-09-30-workspaces-ga/GPU and CPU development machines with a saved home directory, SSH, VS Code and JupyterLab, for every organization.Wed, 30 Sep 2026 00:00:00 GMTUpdateworkspaces