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Comparison · DevOps
Rivet vs GitLab
A side-by-side editorial comparison of Rivet and GitLab — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:ai agents
Rivet vs GitLab: at a glance
| Feature | Rivet | GitLab |
|---|---|---|
| Sector | DevOps | DevOps, Collab |
| Velocity score | 7.5 | 6.3 |
| Sparks · 30d | 3 | 1 |
| Top themes | actors, ai agents, sqlite, forking | ai agents, duo agent platform, secrets, integrations |
| Last editorial update | 2d ago | 1d ago |
| Website | — | Visit → |
What is Rivet?
Rivet Actors can now fork in 20 ms, SQLite database included, without copying data.
Rivet builds infrastructure for long-lived actors and AI agents: BYOC, OpenTelemetry tracing, actor-scoped JWTs and agentOS Hosted VMs. The 3.0 Preview made Rivet a single stateless binary on S3, and the Rust SDK reached general availability on 6 November. On 11 November Rivet added actor forking: a fork starts in 20 ms with the original actor's state and SQLite database and costs nothing until it writes.
What is GitLab?
GitLab's week is guides: Jira tickets to merge requests, and cleaning up leaked agent secrets.
Orbit, GitLab's queryable graph of code, merge requests, pipelines and owners, went GA on October 29 and is still the last product change. The two newest posts are guides built on existing features. One wires a custom Jira agent into Duo Agent Platform so a ticket goes to Developer Flow and comes back as a merge request. The other shows how to block, find and remove the Claude Code settings file that leaked tokens into public repositories.
Rivet vs GitLab: editorial side-by-side
Rivet
7.5DEVOPS
Rivet Actors can now fork in 20 ms, SQLite database included, without copying data.
◆ Current state
Rivet builds infrastructure for long-lived actors and AI agents: BYOC, OpenTelemetry tracing, actor-scoped JWTs and agentOS Hosted VMs. The 3.0 Preview made Rivet a single stateless binary on S3, and the Rust SDK reached general availability on 6 November. On 11 November Rivet added actor forking: a fork starts in 20 ms with the original actor's state and SQLite database and costs nothing until it writes.
◆ Where it's heading
Rivet keeps turning its S3-backed storage engine into features for agent workloads. Copy-on-write forking follows from the 3.0 storage design and gives agents a cheap way to branch a session, try something and discard it. The SDK and auth work of the past two months points to Rivet positioning actors as the runtime for agent backends.
◆ Prediction
Forking is likely to show up next in agentOS and the Pi integrations as a way to branch agent runs; the entries do not say when 3.0 leaves preview.
GitLab
6.3DEVOPSCOLLAB
GitLab's week is guides: Jira tickets to merge requests, and cleaning up leaked agent secrets.
◆ Current state
Orbit, GitLab's queryable graph of code, merge requests, pipelines and owners, went GA on October 29 and is still the last product change. The two newest posts are guides built on existing features. One wires a custom Jira agent into Duo Agent Platform so a ticket goes to Developer Flow and comes back as a merge request. The other shows how to block, find and remove the Claude Code settings file that leaked tokens into public repositories.
◆ Where it's heading
GitLab is positioning itself as the place where coding agents are connected and supervised: Orbit gives agents context, Duo Agent Platform connects them to outside systems through MCP, and push rules and secret detection catch what they leave behind. The posts since GA explain that stack to buyers rather than extend it.
◆ Prediction
Expect more Duo Agent Platform integrations with outside tools, likely moving the Atlassian MCP server in the AI Catalog past experiment status; the entries give no date.
Alternatives to Rivet and GitLab
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 Rivet or GitLab.
Appsmith
Appsmith 2.7 makes its MCP agent ask before deleting widgets and blocks stale edits.
Apache Arrow Rust
Arrow Rust cuts release candidates on three older lines at once.
Sanity
Sanity's MCP server now explains failed validations and stops skipping them.
GitHub
GitHub sets a December 8 cutoff for ARM32 Actions runners and opens AI Scan to the API.
Manticore Search
Manticore keeps patching 31.x, now fixing a FREEZE crash and a DocID ordering bug.
See all Rivet alternatives → · See all GitLab alternatives →
Recent activity from Rivet and GitLab
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoRivetIntroducing OpenOrange: Run Cloudflare Workers Anywhere ⚡
- 2d agoGitLabTurn Jira tickets into GitLab merge requests with Duo Agent Platform
- 3d agoRivetIntroducing Actor Forking for SQLite ⚡
- 3d agoGitLabHow to prevent leaks from Claude Code's 'Don't ask again' file
- 5d agoGitLabHow to design a decision-grade pilot for agentic AI
- 8d agoRivetRust SDK for Rivet Actors Is Now Generally Available
- 8d agoGitLabThe Pentagon wants to know who checks code when AI writes it
- 12d agoGitLab10 questions to ask any software vendor about sovereignty
- 16d agoGitLabGitLab Orbit is GA: Higher agent accuracy, lower token cost ⚡
- 19d agoRivetIntroducing Rivet 3.0 Preview ⚡
- 1mo agoRivetIntroducing agentOS 0.4 & Hosted VMs
- 1mo agoRivetIntroducing Pi Durable for Rivet
Frequently asked questions
What is the difference between Rivet and GitLab?
Both compete on the same themes — ai agents — within DevOps. Rivet is currently shipping more aggressively (velocity 7.5 vs 6.3), with 3 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.
Is Rivet better than GitLab?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Rivet is currently shipping more aggressively (velocity 7.5 vs 6.3), with 3 editorial sparks in the last 30 days against 1. For your specific use case, the alternatives sections above list other DevOps products to evaluate alongside.
What are the best alternatives to Rivet?
Top Rivet alternatives in DevOps are ranked by recent ship velocity. Browse the "Rivet alternatives" section above for the current picks, or visit /alternatives/rivet for the full list with editorial commentary on each.
What are the best alternatives to GitLab?
Top GitLab alternatives in DevOps are ranked by recent ship velocity. Browse the "GitLab alternatives" section above for the current picks, or visit /alternatives/gitlab for the full list with editorial commentary on each.