Oh Dear
Oh Dear's weekly changelogs have carried a security section five weeks running.
Comparison · Infra & APIs
Jaeger vs k0s
A side-by-side editorial comparison of Jaeger and k0s — release velocity, themes, recent moves, and the top alternatives to consider.
Jaeger vs k0s: at a glance
What is Jaeger?
Jaeger's query service learns to search individual spans, not just whole traces.
Jaeger 2.21 and 2.22 extend the 2.x storage and query rework. ClickHouse storage moved to a stable feature gate in 2.21, and the release removed v1 HTTP endpoints the UI no longer calls. In 2.22 the query service gains FindSpans with RFC 0014 pagination, Elasticsearch span search, and structured filters promoted to beta, while native Elasticsearch trace summaries go stable.
What is k0s?
k0s opens its 1.37 line while security fixes ride the older branches.
k0s published v1.37.1 alongside 1.36.5, 1.35.9 and 1.34.12 on the same morning, so four branches are now live. The older branches took Kubernetes patch bumps, etcd 3.6.15 and deferred manifest directory creation, and 1.36 also scoped the worker autopilot to its own Node. In September, 1.36.4+k0s.1 and 1.35.8+k0s.1 shipped a fix for GHSA-qjgc-wmg7-3jc3, with csr-approver hardening on the 1.35 branch.
Jaeger vs k0s: editorial side-by-side
Jaeger
2.5INFRA · APIS
Jaeger's query service learns to search individual spans, not just whole traces.
◆ Current state
Jaeger 2.21 and 2.22 extend the 2.x storage and query rework. ClickHouse storage moved to a stable feature gate in 2.21, and the release removed v1 HTTP endpoints the UI no longer calls. In 2.22 the query service gains FindSpans with RFC 0014 pagination, Elasticsearch span search, and structured filters promoted to beta, while native Elasticsearch trace summaries go stable.
◆ Where it's heading
The earlier trace-summaries work made search cheaper; span search changes what can be asked. Pagination and structured filters give both the UI and MCP clients a way to query without pulling whole traces. MCP keeps getting practical limits and input checks, and search_traces no longer needs a service name on backends that declare support for that.
◆ Prediction
Expect span search to spread beyond Elasticsearch and memory storage, and structured filters to move from beta to stable as other gates have. Further removal of v1 surface is likely, since 2.21 already started it.
k0s
5.0INFRA · APIS
k0s opens its 1.37 line while security fixes ride the older branches.
◆ Current state
k0s published v1.37.1 alongside 1.36.5, 1.35.9 and 1.34.12 on the same morning, so four branches are now live. The older branches took Kubernetes patch bumps, etcd 3.6.15 and deferred manifest directory creation, and 1.36 also scoped the worker autopilot to its own Node. In September, 1.36.4+k0s.1 and 1.35.8+k0s.1 shipped a fix for GHSA-qjgc-wmg7-3jc3, with csr-approver hardening on the 1.35 branch.
◆ Where it's heading
The branch-parallel pattern is holding and now has a new top line. Lifecycle safety stays the core work: reset steps wired to contexts, autopilot retries and discovery refreshes, and autopilot scope limited to its own node. The 1.37 notes read as a long development log rather than a curated release, which fits a project that lets upstream Kubernetes carry the feature story.
◆ Prediction
Expect the next Kubernetes patch round to reach all four branches within hours of each other, and the oldest of them to drop off now that 1.37 is out, though these notes do not state a support window.
Alternatives to Jaeger and k0s
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 Jaeger or k0s.
Apache ShenYu
ShenYu's AI gateway plugins are back in motion, with 2.7.2 candidate tags in October.
TestingBot
TestingBot's autumn work is plumbing: a rebuilt tunnel and another bug-tracker link.
KubeArmor
KubeArmor ships fixes as release-candidate tags, and its feed misses the finals.
All Quiet
All Quiet moves from enterprise integrations to the on-call engineer's own day.
Robusta
Robusta's recent releases patch its runner image rather than add features.
Recent activity from Jaeger and k0s
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 5d agok0sk0s opens the 1.37 line with v1.37.1
- 5d agok0s1.36.5: Kubernetes bump, etcd 3.6.15, scoped worker autopilot
- 5d agok0sv1.35.9: Kubernetes, etcd and containerd roll-up
- 5d agok0sv1.34.12: Kubernetes and etcd roll-up
- 26d agoJaegerSpan search and pagination reach the query service
- 1mo agok0s1.36.4+k0s.1 fixes GHSA-qjgc-wmg7-3jc3
- 1mo agok0s1.35.8+k0s.1 fixes GHSA-qjgc-wmg7-3jc3, hardens csr-approver
- 1mo agoJaegerClickHouse goes stable; unused v1 HTTP endpoints removed
- 3mo agoJaegerMCP merges into the query service; Elasticsearch 6 support removed ⚡
- 5mo agoJaegerLightweight trace-summaries endpoint arrives in the v3 API
- 5mo agoJaegerHeader forwarding to storage backends and UI base-path autodetection
- 7mo agoJaegerClock-skew and jitter fixes; metrics storage exposed to the UI
Frequently asked questions
What is the difference between Jaeger and k0s?
They serve adjacent needs but don't currently overlap on shipped themes. k0s is currently shipping more aggressively (velocity 5.0 vs 2.5), 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 Jaeger better than k0s?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. k0s is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 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.
What are the best alternatives to Jaeger?
Top Jaeger alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Jaeger alternatives" section above for the current picks, or visit /alternatives/jaeger for the full list with editorial commentary on each.
What are the best alternatives to k0s?
Top k0s alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "k0s alternatives" section above for the current picks, or visit /alternatives/k0s for the full list with editorial commentary on each.