Data and AI releases

This month1,068Companies169

1,068 this month · 169 companies

Keep your focus on failures within group steps on the build canvas

UpdateyesterdayUnverifiedAdded Oct 14, 2026

Failed groups on the build canvas now put more focus on child steps that need your attention. When a group is failing or has finished with failures, expanding it shows only its failed steps. Click show all to reveal the hidden steps. Collapse and reopen the group to focus on failures again. State filters, such as Passed, still reveal matching steps.

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Retry jobs with narrower API token permissions

Retry automation no longer needs the broader write_builds REST API scope. The new retry_builds scope allows a token to retry failed jobs in existing builds or individual eligible jobs, without granting access to the create-build or rebuild endpoints. When creating or editing an API access token, select Build Retries ( retry_builds ).

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Shipped this week

Buildkite shipped 40 releases. Three themes. Diagnosis. Agents put blocking failures first and retry infrastructure failures. Desktop alerts and log summaries are more reliable. Compatibility. GitHub Actions workflows get hashFiles() in composite actions, Windows checkout fixes, and retries for temporary token failures. Control.

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Buildkite MCP Server updates

Your agent can now do more of the work between a failed build and a green one. Here are the latest tool updates for the Buildkite MCP Server . See what changed since the last green build When a build fails, one of the first questions is what's different from the last one that passed. compare_builds answers it in a single call.

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Monitor billable active-user usage with the Buildkite API

You can now monitor your organization's billable active-user usage programmatically and compare it with your contracted allowance. Send the count to observability tools such as Datadog to track usage over time, or include it in internal license, billing, and compliance reporting.

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Weekly wrap: September 27 – October 3, 2026

What shipped this week Between September 27 and October 3, 2026, we published 4 changelog entries and 35 releases across 13 public repos. Three things run through them: more control and predictability for platform teams, fewer gaps for teams moving off GitHub Actions, and more of the platform agents can drive directly. Tightened how secrets are handled.

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Get notified about new macOS base image releases

You can now subscribe to RSS feeds for macOS base image releases on Buildkite hosted agents, making it easier to keep up with changes to your build environments. For updates to stable base images used in production, add the stable RSS feed to your preferred RSS reader.

Also shipped on Oct 13, 2026

Buildkite in October 2026
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What's included:

- Three training methods: Supervised fine-tuning (SFT) , direct preference optimization (DPO) , and reinforcement learning with group relative policy optimization (GRPO) . Each method trains a low-rank adapter (LoRA) or the full model weights. Custom loss functions : Train with any objective you compute in PyTorch from the model's log-probabilities.