ESPHome
ESPHome 2026.9.0 ships template climate component, OTA encryption with API key, and ESP-NOW for ESP32-P4
A side-by-side editorial comparison of authentik and ToolJet — release velocity, themes, recent moves, and the top alternatives to consider.
Authentik 2026.8 ships Actors — programmable event hooks that turn it from a static identity provider into a runtime for auth logic.
Authentik is an open-source identity and access management platform on a monthly calendar-versioned release cycle. The 2026.8.0 release introduced Actors — event-driven code execution hooks in the auth flow, analogous to Auth0 Actions or Okta Hooks — and an authentik Agent for domain join scenarios. Three supported branches (2026.2.x, 2026.5.x, 2026.8.x) are receiving concurrent security and bug fix patches, reflecting an active enterprise user base running different versions.
ToolJet's AI builder goes model-agnostic with a multi-model catalog and MCP server baked into the enterprise image.
ToolJet has shifted its core narrative from low-code app builder to AI-powered app builder. In the past two weeks alone: MCP server packaging bundled into the EE production image, a multi-model build system with a visual model picker and effort variants, and AI build notifications wired into the canvas. The beta branch (v3.21.x) is a steady feed of component-level improvements while the LTS branch (v3.20.x) is now absorbing the AI infrastructure.
Authentik is an open-source identity and access management platform on a monthly calendar-versioned release cycle. The 2026.8.0 release introduced Actors — event-driven code execution hooks in the auth flow, analogous to Auth0 Actions or Okta Hooks — and an authentik Agent for domain join scenarios. Three supported branches (2026.2.x, 2026.5.x, 2026.8.x) are receiving concurrent security and bug fix patches, reflecting an active enterprise user base running different versions.
Actors is the directional move that matters in 2026.8: it repositions authentik from a configuration-driven identity provider toward a programmable auth runtime. Teams that previously needed custom LDAP flows or complex blueprints can now write Actors that fire on auth events — closer to the Auth0 model. The parallel development of an authentik Agent (documented in 2026.8.0-rc7) suggests the team is also targeting domain-joined enterprise device scenarios, which would expand the addressable market from web app auth into endpoint identity.
The next release cycle will likely expand Actor trigger types and add a marketplace or community library for common Actor patterns (e.g., risk-based auth, adaptive MFA). The Agent feature will mature with more domain join scenarios, positioning authentik as a self-hosted alternative to Microsoft Entra ID for organizations that want full sovereignty over their identity stack.
ToolJet has shifted its core narrative from low-code app builder to AI-powered app builder. In the past two weeks alone: MCP server packaging bundled into the EE production image, a multi-model build system with a visual model picker and effort variants, and AI build notifications wired into the canvas. The beta branch (v3.21.x) is a steady feed of component-level improvements while the LTS branch (v3.20.x) is now absorbing the AI infrastructure.
ToolJet is building the infrastructure to make its AI builder run any model from any provider, not just OpenAI. The model catalog with effort variants (presumably mapping to cost/speed tradeoffs) and the bundled MCP server position ToolJet as a platform that AI agents can drive — not just a tool humans use to build apps. The Confluence marketplace integration points to continued enterprise integrations.
The MCP server now in the EE image will likely get documented API coverage in the next 2–3 releases, making ToolJet a programmable target for external AI agents. A new Basic plan suggests pricing restructuring; look for the AI builder features to be tiered behind higher plans.
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 ToolJet.
ESPHome 2026.9.0 ships template climate component, OTA encryption with API key, and ESP-NOW for ESP32-P4
Redocly ships a built-in MCP server page across its entire docs platform, with public and authenticated endpoints
Expo kills its AI agent, SDK 58 beta arrives as EAS observability stack hits GA
Jackett in pure tracker-maintenance mode, daily domain and category updates only
Skipper adds Redis as a distributed L2 cache backend amid a high-frequency patch cadence.
Kubernetes v1.37 matures its memory management and scheduling stack for AI/ML workloads.
See all authentik 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 7.5 vs 6.3), with 1 editorial sparks in the last 30 days against 1. 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 7.5 vs 6.3), with 1 editorial sparks in the last 30 days against 1. 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 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.