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A week of walking back v1.52.0 while the sharding work ships on a parallel tag
Comparison · DevOps
Airtop vs Tigris
A side-by-side editorial comparison of Airtop and Tigris — release velocity, themes, recent moves, and the top alternatives to consider.
Airtop vs Tigris: at a glance
| Feature | Airtop | Tigris |
|---|---|---|
| Sector | DevOps | DevOps |
| Velocity score | 0.0 | 5.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | browser-automation, agents, session-recording, stale-feed | object-storage, immutability, agent-native, s3-compatibility |
| Last editorial update | 12d ago | 9h ago |
| Website | — | — |
What is Airtop?
Browser automation for agents, with a changelog that stopped a while ago
The visible entries date from April to September 2025 and are duplicated two or three times each. The capabilities described are the practical obstacles an automated browser hits: session recording that saves a separate video per window, file uploading including filling file input elements, and automatic CAPTCHA solving when encountered. Nothing more recent appears in the window.
What is Tigris?
Tigris still ships features inside essays, and the newest one is a recycle bin.
The feed is a blog, not a changelog, and each post is an engineering argument that happens to carry a product change. This window has three: a recycle bin for objects and buckets built on immutable storage so deletion in a geo-replicated active-active system stops meaning data loss, agent-native onboarding via tigris init --agent, and a CLI that migrates an entire bucket from any S3-compatible provider in one command. The rest are essays on SigV4, presigned URLs, and ClickHouse restore economics.
Airtop vs Tigris: editorial side-by-side
Airtop
0.0DEVOPS
Browser automation for agents, with a changelog that stopped a while ago
◆ Current state
The visible entries date from April to September 2025 and are duplicated two or three times each. The capabilities described are the practical obstacles an automated browser hits: session recording that saves a separate video per window, file uploading including filling file input elements, and automatic CAPTCHA solving when encountered. Nothing more recent appears in the window.
◆ Where it's heading
The work is aimed squarely at making unattended browser sessions survive real websites — upload flows and bot challenges are where naive automation stops, and per-window recording is how an operator debugs a run after the fact. That is a coherent set of concerns, but the feed shows no activity in roughly ten months, so whether the trajectory continues is not visible here.
◆ Prediction
With no entries in the recent window there is no basis for predicting the next release; the feed may have gone stale rather than the product.
Tigris
5.0DEVOPS
Tigris still ships features inside essays, and the newest one is a recycle bin.
◆ Current state
The feed is a blog, not a changelog, and each post is an engineering argument that happens to carry a product change. This window has three: a recycle bin for objects and buckets built on immutable storage so deletion in a geo-replicated active-active system stops meaning data loss, agent-native onboarding via tigris init --agent, and a CLI that migrates an entire bucket from any S3-compatible provider in one command. The rest are essays on SigV4, presigned URLs, and ClickHouse restore economics.
◆ Where it's heading
Two arguments run underneath everything: object storage should be the durable state layer for agents, and S3 compatibility is a surface to be explained rather than merely claimed. The SigV4 and presigned-URL posts are the second argument in practice — publishing where the protocol is dangerous is a credibility play against the incumbent. The recycle bin extends the immutability story into a place immutable systems usually struggle, which is undoing a mistake.
◆ Prediction
Expect more posts that pair a protocol critique with the Tigris behavior that answers it; the egress-cost framing from the ClickHouse post is the one most likely to recur as a paid migration path.
Alternatives to Airtop and Tigris
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 Airtop or Tigris.
Prometheus
Two branches running in parallel: 3.13 LTS on security patches, 3.14 promoting experiments to stable.
Kubernetes
The blog has become a teaching channel, with the real releases arriving as Gateway API and deprecation notices.
Vitest
Vitest 5 reaches RC after a beta line that reworked config, mocking defaults, and the browser runner.
Swagger UI
A dependency-bump treadmill interrupted by the first real accessibility push in months.
Jenkins
Jenkins is shrinking its own war file and rebuilding its UI, one weekly release at a time
See all Airtop alternatives → · See all Tigris alternatives →
Recent activity from Airtop and Tigris
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoTigrisExtending immutability: deletion without losing data
- 6d agoTigrisSigV4 authentication is surprisingly complicated
- 15d agoTigrisHumans don't install software themselves anymore, their agents do
- 27d agoTigrisThe Most Expensive ClickHouse Query Is the Restore
- 29d agoTigrisPresigned URLs are technically a security vuln
- 1mo agoTigrisMigrate your data with the Tigris CLI
- 11mo agoAirtopAirtop: Recording a session
- 11mo agoAirtopRecording a session
- 1y agoAirtopFile Uploading
- 1y agoAirtopAirtop: File Uploading
- 1y agoAirtopFile Uploading
- 1y agoAirtopAutomatic Captcha Solving
Frequently asked questions
What is the difference between Airtop and Tigris?
They serve adjacent needs but don't currently overlap on shipped themes. Tigris is currently shipping more aggressively (velocity 5.0 vs 0.0), 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.
Is Airtop better than Tigris?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Tigris is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 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 Airtop?
Top Airtop alternatives in DevOps are ranked by recent ship velocity. Browse the "Airtop alternatives" section above for the current picks, or visit /alternatives/airtop for the full list with editorial commentary on each.
What are the best alternatives to Tigris?
Top Tigris alternatives in DevOps are ranked by recent ship velocity. Browse the "Tigris alternatives" section above for the current picks, or visit /alternatives/tigris for the full list with editorial commentary on each.