authentik
Seven release candidates in eight days, and rc7 quietly carries the endpoint agent.
A side-by-side editorial comparison of Depot and werf — release velocity, themes, recent moves, and the top alternatives to consider.
| Feature | Depot | werf |
|---|---|---|
| Sector | Infra & APIs | Infra & APIs |
| Velocity score | 6.3 | 5.0 |
| Sparks · 30d | 1 | 0 |
| Top themes | ci-cd, build-acceleration, test-analytics, source-control | ci-cd, kubernetes, build-concurrency, multi-channel |
| Last editorial update | 3h ago | 1h ago |
| Website | — | Visit → |
Depot is expanding from faster builds into the whole CI stack — tests, source control, and its own metal.
Depot has spent the last month building outward from build acceleration. Test results went generally available with JUnit ingest, org-wide flaky and slow test analytics, and timing-based shard balancing. Underneath that, Depot Metal moved CI and Sandboxes onto bare-metal microVMs the company controls end to end, and Depot Code entered private beta as a diskless git server backed by blob storage. The smaller releases fill in the surrounding surface: Tailscale access to private networks, GitLab OIDC, Datadog CI Visibility, stacked pull requests, and macOS 26 runners on M4.
Four release channels, one build engine — werf's changelog is mostly concurrency bugs.
werf publishes across alpha, beta, ea, stable and dev channels simultaneously, so the same fix often appears under several tags within minutes. The 2.x line is in maintenance: the recurring subject is build concurrency — parallel Buildah recovery failures, serialized concurrent base image pulls, retries when a cached image id is missing, races during Docker builds, and panics on late worker logs. A 3.x line runs alongside on the dev channel, where the feature work actually lands.
Depot has spent the last month building outward from build acceleration. Test results went generally available with JUnit ingest, org-wide flaky and slow test analytics, and timing-based shard balancing. Underneath that, Depot Metal moved CI and Sandboxes onto bare-metal microVMs the company controls end to end, and Depot Code entered private beta as a diskless git server backed by blob storage. The smaller releases fill in the surrounding surface: Tailscale access to private networks, GitLab OIDC, Datadog CI Visibility, stacked pull requests, and macOS 26 runners on M4.
Each layer Depot adds is one it previously rented — compute from cloud runners, source hosting from GitHub, test insight from nothing at all. Owning the storage and hypervisor tiers is what makes the performance claims possible, and owning test data is what turns a build accelerator into something that reports on the pipeline rather than just running it faster. The pattern suggests Depot is positioning as the full CI platform, with speed as the entry point rather than the product.
Depot Code should move from private to open beta with tighter Depot CI integration, since a git server the company controls is what makes source-aware caching and test selection possible. Expect the test analytics to grow toward selecting which tests to run, not only how to split them.
werf publishes across alpha, beta, ea, stable and dev channels simultaneously, so the same fix often appears under several tags within minutes. The 2.x line is in maintenance: the recurring subject is build concurrency — parallel Buildah recovery failures, serialized concurrent base image pulls, retries when a cached image id is missing, races during Docker builds, and panics on late worker logs. A 3.x line runs alongside on the dev channel, where the feature work actually lands.
Development has effectively split. The 2.x channels get defensive fixes to the existing build path, while 3.1.0 on dev carries the additions — embedded kubeconform schemas, a per-project meta-repo safeguard with migration, additional patch files with an option to disable defaults, and a values-schema validation escape hatch. The dev branch is also where the local-loop work sits, with a persistent dev-index so --dev stops re-reading unchanged files and self-healing for a stale worktree lock left by a killed run.
The 2.x channels look set to keep absorbing build-concurrency and host-cleanup fixes while 3.x accumulates features on dev ahead of promotion. When the 3.x line reaches the stable channel isn't something these entries indicate.
Other Infra & APIs products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Depot or werf.
Seven release candidates in eight days, and rc7 quietly carries the endpoint agent.
Four maintenance branches move in lockstep, with the actual changes hidden behind a link.
Ably is building an agent transport layer on its realtime core, shipping AI SDK versions every ten days.
One commit, one release: nine tags in a week, tightening org-level control and credential handling.
Cronicle has spent 2026 hardening the paths that let a scheduler run arbitrary commands
A virtualization manager coasting on backports, with releases years apart
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
Both compete on the same themes — ci-cd — within Infra & APIs. Depot is currently shipping more aggressively (velocity 6.3 vs 5.0), with 1 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Depot is currently shipping more aggressively (velocity 6.3 vs 5.0), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
Top Depot alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Depot alternatives" section above for the current picks, or visit /alternatives/depot for the full list with editorial commentary on each.
Top werf alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "werf alternatives" section above for the current picks, or visit /alternatives/werf for the full list with editorial commentary on each.