NocoBase
NocoBase's Runner Agent gets conversation management, task links and agent switching mid-thread.
Comparison · PM
Huly vs Tracecat
A side-by-side editorial comparison of Huly and Tracecat — release velocity, themes, recent moves, and the top alternatives to consider.
Huly vs Tracecat: at a glance
What is Huly?
Huly ships near-weekly builds, but its release notes say almost nothing about what changed.
Huly's GitHub releases are a steady run of s0.7.x tags, roughly one every few days through July, each published as a bare 'merge develop' note. The only titled entries are a package update and a test fix. Readers get a cadence signal, not a feature signal.
What is Tracecat?
Tracecat's 1.3 alphas keep reworking agent plumbing: tunnels, multi-org MCP, pluggable runners.
Tracecat is mid-cycle on 1.3, and nearly every change is agent infrastructure. The alphas route agent MCP and tool calls through tunnels, let one MCP OAuth login cover multiple organizations, trace LLM proxy requests, and raise agent timeouts to two hours. The nightly builds add a session command store, chat steering, and now a pluggable runner for stdio MCP servers.
Huly vs Tracecat: editorial side-by-side
Huly
0.0PM
Huly ships near-weekly builds, but its release notes say almost nothing about what changed.
◆ Current state
Huly's GitHub releases are a steady run of s0.7.x tags, roughly one every few days through July, each published as a bare 'merge develop' note. The only titled entries are a package update and a test fix. Readers get a cadence signal, not a feature signal.
◆ Where it's heading
The tag stream shows active development on the 0.7 line, but the releases record no user-facing changes, so the direction of the product cannot be read from them. The feed also goes quiet after 1 August, which is either a pause in tagging or a move to a different release channel.
◆ Prediction
The entries do not support a confident call on Huly's next feature; the clearest observable signal would be whether s0.7.x tagging resumes after the August gap.
Tracecat
6.3PM
Tracecat's 1.3 alphas keep reworking agent plumbing: tunnels, multi-org MCP, pluggable runners.
◆ Current state
Tracecat is mid-cycle on 1.3, and nearly every change is agent infrastructure. The alphas route agent MCP and tool calls through tunnels, let one MCP OAuth login cover multiple organizations, trace LLM proxy requests, and raise agent timeouts to two hours. The nightly builds add a session command store, chat steering, and now a pluggable runner for stdio MCP servers.
◆ Where it's heading
The 1.3 line is making agents long-running, observable, and able to reach private infrastructure. Maintenance releases on 1.1 and 1.2 carried the same breaking org-scoping fix, so older lines are being patched in parallel.
◆ Prediction
Session commands and chat steering in the nightlies look set to land in the next 1.3 alpha as user-facing controls for steering running agent sessions.
Alternatives to Huly and Tracecat
Other PM 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 Huly or Tracecat.
Camunda
Camunda opens the 8.11 cycle with job-worker fixes and variable metadata across gRPC, REST and MCP.
Todoist
Todoist's 2026 bets are on capture: voice via Ramble, photos and files via Task Capture.
Atarim
Atarim's AI experts now propose changes to live pages as drafts, and the app runs on phones.
Fibery
Fibery's MCP server can now upload local files, so AI assistants can attach screenshots and images.
SmartSuite
SmartSuite adds a scheduled JavaScript runtime with secrets and run history.
See all Huly alternatives → · See all Tracecat alternatives →
Recent activity from Huly and Tracecat
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 20h agoTracecatNightly: transaction-scoped advisory locks
- 1d agoTracecatNightly: Temporal SDK pinned to 1.32.0
- 1d agoTracecatNightly: Slack, comment and MCP agents use the selected backend
- 1d agoTracecatNightly: shared agent session sink, caller-owned turn results
- 1d agoTracecatNightly: stdio MCP servers get a pluggable runner
- 5d agoTracecatNightly: agent session command store
- 2mo agoHulyDevelop-branch merge build s0.7.437
- 3mo agoHulyDevelop-branch merge build s0.7.436
- 3mo agoHulyDevelop-branch merge build s0.7.435
- 3mo agoHulyDevelop-branch merge build s0.7.434
- 3mo agoHulyDevelop-branch merge build s0.7.433
- 3mo agoHulyDependency package updates for v0.7.432
Frequently asked questions
What is the difference between Huly and Tracecat?
They serve adjacent needs but don't currently overlap on shipped themes. Tracecat is currently shipping more aggressively (velocity 6.3 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 Huly better than Tracecat?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Tracecat is currently shipping more aggressively (velocity 6.3 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 PM products to evaluate alongside.
What are the best alternatives to Huly?
Top Huly alternatives in PM are ranked by recent ship velocity. Browse the "Huly alternatives" section above for the current picks, or visit /alternatives/huly for the full list with editorial commentary on each.
What are the best alternatives to Tracecat?
Top Tracecat alternatives in PM are ranked by recent ship velocity. Browse the "Tracecat alternatives" section above for the current picks, or visit /alternatives/tracecat for the full list with editorial commentary on each.