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Comparison · DevOps

Slurm vs Speakeasy

A side-by-side editorial comparison of Slurm and Speakeasy — release velocity, themes, recent moves, and the top alternatives to consider.

Slurm vs Speakeasy: at a glance

FeatureSlurmSpeakeasy
SectorDevOpsDevOps
Velocity score2.510.0
Sparks · 30d01
Top themeshpc-scheduler, stability, regression-fixes, parallel-branchesai-governance, shadow-mcp, policy-enforcement, agent-observability
Last editorial update5d ago1d ago
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What is Slurm?

Two supported branches, both absorbing the aftershocks of the 26.05 identity change.

Slurm is maintaining the 26.05 and 25.11 lines in parallel, and both are running fix-only. The 26.05 point releases are still cleaning up after the major release that made SLUID the default identity and added an in-tree TLS path: 26.05.1 repaired upgrade and mixed-version job handling, 26.05.2 restored the option to use job IDs in cgroup paths, and 26.05.3 clears srun completion hangs, a QOS-preemption segfault, and several slurmctld crash paths.

Read the full Slurm trajectory →

What is Speakeasy?

Speakeasy stopped inventorying MCP servers and started adjudicating them.

Speakeasy ships near-daily platform releases with unusually legible notes — each headline states what changed for a user, not a version number. The current one turns the Shadow MCP page into a single review surface where every server carries an approval state and an automatically gathered evidence dossier: publisher, requested scopes, declared capabilities, maintenance signals, and whether internal teams already talk to it. Decisions enforce on record. Around it, the assistant surfaces have been consolidating: one detail panel for configuration and observation, exact session totals, and canonical identities folding a person's work and personal AI accounts together.

Read the full Speakeasy trajectory →

Slurm vs Speakeasy: editorial side-by-side

S
Slurm
DEVOPS
2.5

Two supported branches, both absorbing the aftershocks of the 26.05 identity change.

◆ Current state

Slurm is maintaining the 26.05 and 25.11 lines in parallel, and both are running fix-only. The 26.05 point releases are still cleaning up after the major release that made SLUID the default identity and added an in-tree TLS path: 26.05.1 repaired upgrade and mixed-version job handling, 26.05.2 restored the option to use job IDs in cgroup paths, and 26.05.3 clears srun completion hangs, a QOS-preemption segfault, and several slurmctld crash paths.

◆ Where it's heading

The pattern across four consecutive releases is consolidation, not expansion — crash fixes, race conditions during shutdown and reconfigure, and regressions traced back to 25.05 and 26.05. New surface is limited to small operational corrections like sinfo state filters and license matching. Sites on 25.11 are getting the same stability work backported, which suggests the older branch is still carrying real production load.

◆ Prediction

Expect the 26.05.x line to keep issuing fix-only point releases until the SLUID and TLS changes stop generating regressions; nothing in these entries points to new features landing on either branch first.

S
Speakeasy
DEVOPS
10.0

Speakeasy stopped inventorying MCP servers and started adjudicating them.

◆ Current state

Speakeasy ships near-daily platform releases with unusually legible notes — each headline states what changed for a user, not a version number. The current one turns the Shadow MCP page into a single review surface where every server carries an approval state and an automatically gathered evidence dossier: publisher, requested scopes, declared capabilities, maintenance signals, and whether internal teams already talk to it. Decisions enforce on record. Around it, the assistant surfaces have been consolidating: one detail panel for configuration and observation, exact session totals, and canonical identities folding a person's work and personal AI accounts together.

◆ Where it's heading

The arc runs observe, then intercept, now adjudicate. Earlier releases catalogued spend and inventoried shadow MCP servers; the LiteLLM integration moved enforcement to the proxy so a violating prompt dies before inference; this release supplies the judgment layer, doing the research an approver would otherwise do by hand. The supporting work points the same way — prompt-injection scanning of captured skill manifests, risk policies that pause instead of being deleted, identity resolution that reports a whole person rather than an account. Each is a piece a control plane needs before its verdicts can be trusted.

◆ Prediction

Expect approval state to start gating traffic rather than only recording a decision, and the evidence dossier to extend from MCP servers to the skills and assistants already being captured. The rollout flag on the approval workflow suggests general availability is the next step rather than new capability.

Alternatives to Slurm and Speakeasy

Other DevOps 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 Slurm or Speakeasy.

See all Slurm alternatives → · See all Speakeasy alternatives →

Recent activity from Slurm and Speakeasy

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 5d agoSpeakeasyApprove or deny MCP servers with gathered evidence, and pause risk policies without deleting them
  2. 6d agoSpeakeasyExact assistant session totals and a hardened dashboard
  3. 6d agoSlurm26.05.3 clears srun completion hangs and a QOS preemption segfault
  4. 7d agoSpeakeasyConfigure and observe assistants from one panel, and see one person behind many accounts
  5. 7d agoSpeakeasyFaster assistants, file attachments in chat, and organization names in every language
  6. 9d agoSpeakeasyAssistants can see images from Slack, and skills are scanned for prompt injection
  7. 11d agoSpeakeasyDevice Agent is out of preview, with a one-step signed macOS installer
  8. 1mo agoSlurm26.05.2 adds a cgroup path escape hatch back to job IDs
  9. 1mo agoSlurm25.11.7 fixes requeued jobs losing their license reservations
  10. 2mo agoSlurm26.05.1 repairs mixed-version and post-upgrade job handling
  11. 2mo agoSlurmSlurm 26.05 ships SLUID identity and an in-tree TLS path
  12. 3mo agoSlurm25.11.6 clears reconfigure and shutdown hangs in slurmctld

Frequently asked questions

What is the difference between Slurm and Speakeasy?

They serve adjacent needs but don't currently overlap on shipped themes. Speakeasy is currently shipping more aggressively (velocity 10.0 vs 2.5), 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.

Is Slurm better than Speakeasy?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Speakeasy is currently shipping more aggressively (velocity 10.0 vs 2.5), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other DevOps products to evaluate alongside.

What are the best alternatives to Slurm?

Top Slurm alternatives in DevOps are ranked by recent ship velocity. Browse the "Slurm alternatives" section above for the current picks, or visit /alternatives/slurm for the full list with editorial commentary on each.

What are the best alternatives to Speakeasy?

Top Speakeasy alternatives in DevOps are ranked by recent ship velocity. Browse the "Speakeasy alternatives" section above for the current picks, or visit /alternatives/speakeasy for the full list with editorial commentary on each.