Tolgee
Tolgee adds OAuth 2.1 for MCP clients, making agent access a first-class login path.
A side-by-side editorial comparison of Harbor and ToolJet — release velocity, themes, recent moves, and the top alternatives to consider.
Harbor 2.15 patches swap Redis for Valkey and tighten registry security.
Harbor is shipping 2.15.x patch candidates with security and dependency work. 2.15.2 replaced Redis with Valkey as the cache backend and moved to Go 1.26. 2.15.3 added a manifest upload size limit, blocked proxy-cache poisoning through robot-name prefixes and neutralised CSV formulas in scan exports. 2.15.4-rc1 relaxes two defaults that had caused regressions: webhooks can reach private networks and legacy signer pulls are allowed.
ToolJet follows AI Builder 3 on LTS with Salesforce and signup fixes.
ToolJet ships near-daily on an LTS line that carries fixes and selected features, and a beta line where larger work lands first. v3.20.241-lts brought AI Builder release 3, tying AI-built apps into the enterprise app lifecycle. The two releases since are fixes: Salesforce multi-user OAuth now uses PKCE, the signup endpoint respects the instance-level ENABLE_SIGNUP toggle, and a canvas drop bug is gone.
Harbor is shipping 2.15.x patch candidates with security and dependency work. 2.15.2 replaced Redis with Valkey as the cache backend and moved to Go 1.26. 2.15.3 added a manifest upload size limit, blocked proxy-cache poisoning through robot-name prefixes and neutralised CSV formulas in scan exports. 2.15.4-rc1 relaxes two defaults that had caused regressions: webhooks can reach private networks and legacy signer pulls are allowed.
The patch line is closing abuse paths in a registry many teams expose internally, while walking back defaults that broke existing setups. The Valkey switch shows Harbor following the wider move off Redis after its licence change.
Expect 2.15.4 to go final with the restored defaults and a refreshed Trivy; the entries don't show what the next minor release contains.
ToolJet ships near-daily on an LTS line that carries fixes and selected features, and a beta line where larger work lands first. v3.20.241-lts brought AI Builder release 3, tying AI-built apps into the enterprise app lifecycle. The two releases since are fixes: Salesforce multi-user OAuth now uses PKCE, the signup endpoint respects the instance-level ENABLE_SIGNUP toggle, and a canvas drop bug is gone.
Two threads run in parallel: making ToolJet manageable for larger orgs through enterprise connectors, scoped access and bulk user administration, and steadily promoting the AI Builder from beta into LTS. The latest patches close gaps in that enterprise work, such as Salesforce auth and signup controls, rather than opening new fronts.
Expect further AI Builder releases on LTS that extend lifecycle controls (promotion, environments, permissions) to AI-built apps, alongside more admin and access-control APIs.
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 Harbor or ToolJet.
Tolgee adds OAuth 2.1 for MCP clients, making agent access a first-class login path.
Tyk's release feed is CVE dependency bumps across three maintained lines.
Keycloak patches its 26.4 and 26.6 lines in lockstep; the tags carry no notes.
GitHub's Copilot push shifts to admin plumbing: billing, account controls and agent access.
Retool's agent is wiring backends now; the self-hosted release trains keep rolling underneath.
Jackett ships daily to keep hundreds of torrent indexers working as sites move.
See all Harbor alternatives → · See all ToolJet alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. ToolJet is currently shipping more aggressively (velocity 6.3 vs 5.0), with 0 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. ToolJet is currently shipping more aggressively (velocity 6.3 vs 5.0), with 0 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 Harbor alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Harbor alternatives" section above for the current picks, or visit /alternatives/harbor for the full list with editorial commentary on each.
Top ToolJet alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "ToolJet alternatives" section above for the current picks, or visit /alternatives/tooljet for the full list with editorial commentary on each.