Dovetail
Channels stops labelling themes and starts tracking owned, priced-up ideas.
A side-by-side editorial comparison of Dagster and ManageEngine M365 Security Plus — release velocity, themes, recent moves, and the top alternatives to consider.
Dagster is extending declarative automation past assets while hardening its Snowflake and dbt surface.
Weekly releases on a steady 1.13.x / 0.29.x train, each mixing a small number of user-visible additions with a longer bugfix list. The substantive work this cycle sits in two places: automation reaching beyond individual assets to whole jobs, and asset health reporting learning to distinguish a failure that is awaiting an automatic retry from one that is genuinely degraded. Dagster+ operational controls — partition wiping, deploy alerts, alert rendering — are getting steady attention alongside the open-source core.
An on-prem M365 auditing tool whose releases are mostly dependency hygiene.
M365 Security Plus is an on-premises Java application for auditing and alerting on Microsoft 365 activity, shipped as numbered builds a few times a year. The last two builds are typical of the pattern: 4821 upgrades the bundled JRE from Java 8 to 11 and refreshes 7-Zip and Jackson libraries, while 4820 carries the only real functional work in the window — mailbox backups to local, shared, or NAS repositories, PST splitting for large exports, bulk mailbox selection from CSV, and audit logs that show object names instead of GUIDs. Security fixes appear in nearly every build.
Weekly releases on a steady 1.13.x / 0.29.x train, each mixing a small number of user-visible additions with a longer bugfix list. The substantive work this cycle sits in two places: automation reaching beyond individual assets to whole jobs, and asset health reporting learning to distinguish a failure that is awaiting an automatic retry from one that is genuinely degraded. Dagster+ operational controls — partition wiping, deploy alerts, alert rendering — are getting steady attention alongside the open-source core.
The declarative model is being pushed to cover the parts of a deployment it previously could not reach, which is the gap that forced teams back onto schedules and sensors. In parallel, the Snowflake and dbt integrations are being brought to parity with each other around versioned state storage, and health signals are being refined so that operators are alerted on real problems rather than transient ones. This is consolidation of a platform story rather than expansion into new territory.
Declarative Automation for jobs is likely to move from preview toward general availability, and the SnowflakeDbtProjectComponent — introduced as a preview and patched in three consecutive releases — should stabilize on a similar timeline.
M365 Security Plus is an on-premises Java application for auditing and alerting on Microsoft 365 activity, shipped as numbered builds a few times a year. The last two builds are typical of the pattern: 4821 upgrades the bundled JRE from Java 8 to 11 and refreshes 7-Zip and Jackson libraries, while 4820 carries the only real functional work in the window — mailbox backups to local, shared, or NAS repositories, PST splitting for large exports, bulk mailbox selection from CSV, and audit logs that show object names instead of GUIDs. Security fixes appear in nearly every build.
Two forces set the release agenda, and neither is a roadmap. The first is Microsoft: deprecated cmdlets forced an audit rewrite onto Get-MessageTraceV2, and a tenant configuration change broke onboarding until build 4817 patched around it. The second is the supply chain — Log4j, Tomcat, Bouncy Castle, Zulu JRE, and now the Java 8 to 11 jump, all tracked build by build because on-premises customers inherit whatever the vendor bundles. The product work that does land clusters around the Backup module, which is the one area growing rather than being maintained.
With the JRE finally past Java 8, Tomcat 9 is the next end-of-life dependency in the bundle, and the Backup module's steady additions suggest export and retention options continue there.
Other Analytics 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 Dagster or ManageEngine M365 Security Plus.
Channels stops labelling themes and starts tracking owned, priced-up ideas.
Chord is turning its analytics assistant into something with memory, and now feeding it more sources
Datawrapper ships one small fix at a time, each named for the chart it touches
After a summer fencing in its AI layer, Holistics points it at the question analysts get asked most.
Fusion's 2.0 train has become adapter work: Exasol from scratch, ClickHouse toward parity.
Reporting tool turning itself into the place agencies prove AI visibility to clients
See all Dagster alternatives → · See all ManageEngine M365 Security Plus alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Dagster 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. Dagster 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 Analytics products to evaluate alongside.
Top Dagster alternatives in Analytics are ranked by recent ship velocity. Browse the "Dagster alternatives" section above for the current picks, or visit /alternatives/dagster for the full list with editorial commentary on each.
Top ManageEngine M365 Security Plus alternatives in Analytics are ranked by recent ship velocity. Browse the "ManageEngine M365 Security Plus alternatives" section above for the current picks, or visit /alternatives/manageengine-m365-security-plus for the full list with editorial commentary on each.