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GitHub killed its model-hosting product and shipped stacked PRs in the same week.
A side-by-side editorial comparison of authentik and Ably — release velocity, themes, recent moves, and the top alternatives to consider.
| Feature | authentik | Ably |
|---|---|---|
| Sector | Infra & APIs | Infra & APIs |
| Velocity score | 5.0 | 7.5 |
| Sparks · 30d | 0 | 2 |
| Top themes | identity-provider, sso, maintenance-branches, backports | realtime-infrastructure, ai-agents, durable-execution, liveobjects |
| Last editorial update | 2h ago | 1h ago |
| Website | Visit → | — |
Two supported branches, every release a bot-driven cherry-pick — authentik is in pure maintenance here
All six releases in this window are patches across two maintained branches, 2026.5.x and 2026.2.x, and nearly every commit in them is a cherry-pick bot backporting a fix from main. The content is fixes and documentation rather than capability: reverting locale-driven flow re-requests in the flow executor, handling an exception in connector controller sync setup, fixing outgoing sync discovery running once per page, migrating OpenID conformance tests to upstream images, and additional SCIM provider documentation. The one change with an operational edge is 2026.5.6 dropping curl and runit from the container image.
Ably is building an agent transport layer, shipping a new AI SDK version roughly every ten days.
The AI Transport JS SDK moved from 0.4.0 to 0.7.0 inside a single month, each release adding a distinct piece of agent infrastructure: seeding a conversation from an app's own message store, a Step primitive that survives process restarts under Temporal or Vercel's Workflow Development Kit, mid-run steering through run.steer(), and a codec that streams the OpenAI Responses API over a channel with client-executed tools and human approvals. In parallel, the established Pub/Sub line is spreading LiveObjects further — a path-based API in the Java SDK, a useObject React hook, and React Native push support.
All six releases in this window are patches across two maintained branches, 2026.5.x and 2026.2.x, and nearly every commit in them is a cherry-pick bot backporting a fix from main. The content is fixes and documentation rather than capability: reverting locale-driven flow re-requests in the flow executor, handling an exception in connector controller sync setup, fixing outgoing sync discovery running once per page, migrating OpenID conformance tests to upstream images, and additional SCIM provider documentation. The one change with an operational edge is 2026.5.6 dropping curl and runit from the container image.
The release pattern says more than the contents: two branches maintained in parallel with the same fixes landing on each — 2026.2.6 and 2026.5.5 shipped the same day carrying the same conformance-test migration — which is the shape of a project supporting long-lived deployments rather than pushing users forward. Feature work is happening on main and is not visible in this feed; what reaches these branches is the fix subset. Removing curl and runit from the image continues a slow trimming of what ships inside the container.
The visible pattern supports only more of the same: alternating 2026.5.x and 2026.2.x patches assembled from cherry-picks, until a new feature branch is cut. Nothing in these entries indicates what that branch will contain.
The AI Transport JS SDK moved from 0.4.0 to 0.7.0 inside a single month, each release adding a distinct piece of agent infrastructure: seeding a conversation from an app's own message store, a Step primitive that survives process restarts under Temporal or Vercel's Workflow Development Kit, mid-run steering through run.steer(), and a codec that streams the OpenAI Responses API over a channel with client-executed tools and human approvals. In parallel, the established Pub/Sub line is spreading LiveObjects further — a path-based API in the Java SDK, a useObject React hook, and React Native push support.
The pattern is a realtime messaging company treating agent runs as the thing its network transports. Each AI Transport release closes a gap that would otherwise force developers to build around the channel — history reconciliation, crash recovery, changing direction mid-response, and now speaking a specific model provider's wire format. The LiveObjects work runs on a slower track and points the same way: path-based subscriptions that survive structural change are aimed at the fast-mutating state agents and collaborative apps produce.
Expect the codec pattern to extend to other model provider APIs beyond OpenAI Responses, and the LiveObjects path-based API to keep propagating across the remaining SDK languages after Java.
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 authentik or Ably.
GitHub killed its model-hosting product and shipped stacked PRs in the same week.
One commit per release, and most of them are closing security holes in the Cloud Code and query paths.
Three branches patched in lockstep for an unauthenticated takeover — then patched again for the fix's regression.
Two maintained branches, a paired-release rhythm, and a window with no new features in it.
Three branches tagged on one day, with the actual release notes published somewhere else
MISP extends instance-to-instance sync to collections while a security-hardening program runs underneath
See all authentik alternatives → · See all Ably alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Ably is currently shipping more aggressively (velocity 7.5 vs 5.0), with 2 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. Ably is currently shipping more aggressively (velocity 7.5 vs 5.0), with 2 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 authentik alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "authentik alternatives" section above for the current picks, or visit /alternatives/authentik for the full list with editorial commentary on each.
Top Ably alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Ably alternatives" section above for the current picks, or visit /alternatives/ably for the full list with editorial commentary on each.