PlanetScale
PlanetScale is building out Postgres while making every control reachable without the dashboard.
A side-by-side editorial comparison of Honeybadger and Okta — release velocity, themes, recent moves, and the top alternatives to consider.
Honeybadger is opening its error data to agents while Insights grows enterprise plumbing.
Honeybadger is running two lines at once. Insights, its query-and-dashboard layer, keeps accruing the features an observability product needs to survive a procurement review — S3-compatible archival for Business and Enterprise accounts, dashboard-level query parameters, structured events from more runtimes. Error monitoring proper gains anomaly detection, fuller issue exports to GitHub, GitLab and Jira, and integrations with newer job runners such as Oban-py. In July it added an OAuth-capable hosted MCP server with EU region support.
Okta's developer channel has become an extended argument for Cross App Access as the way agents get authorized.
This feed is Okta's developer blog, so entries are guides and tutorials rather than release notes. Four of the last six are about Cross App Access, the Identity Assertion Authorization Grant implementation Okta is pushing as the mechanism for agent-to-app authorization.
Honeybadger is running two lines at once. Insights, its query-and-dashboard layer, keeps accruing the features an observability product needs to survive a procurement review — S3-compatible archival for Business and Enterprise accounts, dashboard-level query parameters, structured events from more runtimes. Error monitoring proper gains anomaly detection, fuller issue exports to GitHub, GitLab and Jira, and integrations with newer job runners such as Oban-py. In July it added an OAuth-capable hosted MCP server with EU region support.
The centre of gravity is shifting from catching exceptions toward holding operational data and letting other software query it. MCP with browser-based OAuth is the clearest signal: Honeybadger wants coding agents pulling error context directly rather than developers pasting stack traces into a chat window, and dropping the Docker self-host step is what turns that from a project into a default. The Insights work points the same way — parameterized dashboards and object-storage archival are what customers ask for once the data is worth keeping. Anomaly detection fits too, moving alerting from thresholds someone configured to baselines the system infers.
Expect the MCP surface to widen past error lookup into Insights queries, so an agent can run BadgerQL rather than only read exceptions. EU regions arriving alongside OAuth suggests residency-sensitive customers are driving the sequencing.
This feed is Okta's developer blog, so entries are guides and tutorials rather than release notes. Four of the last six are about Cross App Access, the Identity Assertion Authorization Grant implementation Okta is pushing as the mechanism for agent-to-app authorization.
The XAA content has moved from explaining the concept to closing adoption gaps: SAML apps that will not migrate to OIDC, a C# MCP walkthrough, and instructions for listing XAA connections on the Okta Integration Network. That progression is what a vendor publishes when it wants a spec adopted rather than admired.
Expect further XAA enablement content aimed at specific stacks and more emphasis on OIN listings, since the value of the approach rises with the number of apps on both sides that support it.
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 Honeybadger or Okta.
PlanetScale is building out Postgres while making every control reachable without the dashboard.
Lovable is making generated apps connector-rich and enterprise-shippable at the same time.
Buildkite is rebuilding CI so an agent can act on a failure before the job ends.
Retool is giving its app-building agent the workflow a developer would expect.
Spacelift's AI stopped explaining infrastructure and started deploying it.
SigNoz rebuilt its dashboards for agents to drive, and is now pruning the API surface behind them.
See all Honeybadger alternatives → · See all Okta alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
Both compete on the same themes — mcp — within Infra & APIs. Honeybadger 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. Honeybadger 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 Honeybadger alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Honeybadger alternatives" section above for the current picks, or visit /alternatives/honeybadger for the full list with editorial commentary on each.
Top Okta alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Okta alternatives" section above for the current picks, or visit /alternatives/okta for the full list with editorial commentary on each.