Tracecat
Tracecat's 1.3 alphas keep reworking agent plumbing: tunnels, multi-org MCP, pluggable runners.
A side-by-side editorial comparison of Scoro and Todoist — release velocity, themes, recent moves, and the top alternatives to consider.
Scoro's assistant stops waiting to be asked and starts firing on events.
Scoro is a professional services platform covering quotes, projects, time, retainers and financial reporting. Its AI work landed in a clear sequence: an MCP server over the holidays making Scoro's data callable by outside agents, then general availability of the ELI assistant in April, then a New Apps extension layer in May. The August post moves the assistant onto automatic triggers and builds project timelines directly from quotes. The feed publishes headlines with almost no body text, so scope has to be read from direction rather than detail.
Todoist's 2026 bets are on capture: voice via Ramble, photos and files via Task Capture.
The entries SparkPulse tracks for Todoist are help-center index pages rather than dated release notes, so the detail is thin. They show a 2026 built around getting tasks into the app with less typing: Ramble turns spoken thoughts into tasks (January), came to Wear OS in beta (March), and Task Capture scans notes, photos and files for tasks (beta, April). Later months cover urgency triage and capturing tasks wherever they appear, while the experimental track retired Goals and simplified Quick Add.
Scoro is a professional services platform covering quotes, projects, time, retainers and financial reporting. Its AI work landed in a clear sequence: an MCP server over the holidays making Scoro's data callable by outside agents, then general availability of the ELI assistant in April, then a New Apps extension layer in May. The August post moves the assistant onto automatic triggers and builds project timelines directly from quotes. The feed publishes headlines with almost no body text, so scope has to be read from direction rather than detail.
The bet has been consistent all year: make Scoro reachable by agents, then make its own assistant capable, then reduce how much a human has to initiate. Each layer builds on the financial and project data model underneath rather than sitting beside it, which is why the ordinary releases — revenue models, subtasks, time and cost allocation to invoices — matter to the AI story. Automatic triggering is the first change to how ELI is invoked rather than to what it can reach.
Triggers imply conditions and permissions that this feed does not describe; the natural follow-on is user-configurable trigger rules and an audit trail of what ELI did unprompted, since neither is optional once an assistant acts on live financial records.
The entries SparkPulse tracks for Todoist are help-center index pages rather than dated release notes, so the detail is thin. They show a 2026 built around getting tasks into the app with less typing: Ramble turns spoken thoughts into tasks (January), came to Wear OS in beta (March), and Task Capture scans notes, photos and files for tasks (beta, April). Later months cover urgency triage and capturing tasks wherever they appear, while the experimental track retired Goals and simplified Quick Add.
The pattern is AI-assisted capture spreading across inputs and devices: speech first, then images and documents, then other surfaces. The experimental channel is being used to test and prune, as the retired Goals beta shows, so not every beta becomes a permanent feature.
Expect Task Capture and Ramble to leave beta or spread to more platforms; the index pages don't give dates, so timing is unclear.
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 Scoro or Todoist.
Tracecat's 1.3 alphas keep reworking agent plumbing: tunnels, multi-org MCP, pluggable runners.
NocoBase's Runner Agent gets conversation management, task links and agent switching mid-thread.
Camunda opens the 8.11 cycle with job-worker fixes and variable metadata across gRPC, REST and MCP.
Atarim's AI experts now propose changes to live pages as drafts, and the app runs on phones.
Fibery's MCP server can now upload local files, so AI assistants can attach screenshots and images.
SmartSuite adds a scheduled JavaScript runtime with secrets and run history.
See all Scoro alternatives → · See all Todoist alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Scoro and Todoist are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Scoro and Todoist are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other PM products to evaluate alongside.
Top Scoro alternatives in PM are ranked by recent ship velocity. Browse the "Scoro alternatives" section above for the current picks, or visit /alternatives/scoro for the full list with editorial commentary on each.
Top Todoist alternatives in PM are ranked by recent ship velocity. Browse the "Todoist alternatives" section above for the current picks, or visit /alternatives/todoist for the full list with editorial commentary on each.