Tracecat
Tracecat's 1.3 alphas keep reworking agent plumbing: tunnels, multi-org MCP, pluggable runners.
Comparison · PM
Atlassian vs Fibery
A side-by-side editorial comparison of Atlassian and Fibery — release velocity, themes, recent moves, and the top alternatives to consider.
Atlassian vs Fibery: at a glance
What is Atlassian?
Atlassian is productizing its own agent plumbing while pushing Rovo deeper into Microsoft's surfaces.
Atlassian's feed runs two parallel threads. One is distribution: Rovo and the Teamwork Graph are being pushed into Microsoft 365 and Teams, so Atlassian context and Jira actions reach users who never open an Atlassian tab. The other is internal engineering practice written up in public — agent harnesses, sandboxed execution, and pipelines that take routine work like vulnerability remediation off a human's queue. The stream stays mostly commentary; genuine releases are a minority and sit among culture posts and customer stories.
What is Fibery?
Fibery's MCP server can now upload local files, so AI assistants can attach screenshots and images.
Fibery's October 22 release is small: rich text accepts multiple files at once, with new upload and upload-by-link options, and the MCP server lets an AI assistant upload files from the user's computer into file fields or rich text. It follows three heavier releases: AI-built custom integrations, Custom Apps as entity views, and a rebuilt AI agent.
Atlassian vs Fibery: editorial side-by-side
Atlassian is productizing its own agent plumbing while pushing Rovo deeper into Microsoft's surfaces.
◆ Current state
Atlassian's feed runs two parallel threads. One is distribution: Rovo and the Teamwork Graph are being pushed into Microsoft 365 and Teams, so Atlassian context and Jira actions reach users who never open an Atlassian tab. The other is internal engineering practice written up in public — agent harnesses, sandboxed execution, and pipelines that take routine work like vulnerability remediation off a human's queue. The stream stays mostly commentary; genuine releases are a minority and sit among culture posts and customer stories.
◆ Where it's heading
The two threads are converging on the same bet: that the durable asset is the graph and the agent runtime underneath, not any single surface. Recent posts move from describing agents that answer questions to agents that hold a task end to end — pick up a ticket, change code, open a pull request, close the loop after deploy. Publishing the architecture behind Rovo's agent harness alongside the internal case studies reads as groundwork for exposing that harness to customers rather than keeping it as an internal tool.
◆ Prediction
Expect the Agentic Pipelines work described in the Bitbucket posts to surface as a customer-facing Bitbucket capability, and the Teamwork Graph connector list to keep growing to more non-Atlassian sources. The entries here don't indicate timing or packaging.
Fibery
7.5PM
Fibery's MCP server can now upload local files, so AI assistants can attach screenshots and images.
◆ Current state
Fibery's October 22 release is small: rich text accepts multiple files at once, with new upload and upload-by-link options, and the MCP server lets an AI assistant upload files from the user's computer into file fields or rich text. It follows three heavier releases: AI-built custom integrations, Custom Apps as entity views, and a rebuilt AI agent.
◆ Where it's heading
Fibery is making AI the main builder and operator of the workspace: the agent, Custom Apps, AI-generated integrations and an MCP server that now handles code execution and files. The weekly cadence alternates big AI releases with quality-of-life updates like this one.
◆ Prediction
Expect the custom-integration preview to widen and the MCP server to gain more write actions; another large AI release is likely within a few weeks given the pattern.
Alternatives to Atlassian and Fibery
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 Atlassian or Fibery.
NocoBase
NocoBase's Runner Agent gets conversation management, task links and agent switching mid-thread.
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.
SmartSuite
SmartSuite adds a scheduled JavaScript runtime with secrets and run history.
See all Atlassian alternatives → · See all Fibery alternatives →
Recent activity from Atlassian and Fibery
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 7d agoFiberyMulti-file upload in rich text; MCP can upload local files
- 14d agoFiberyAI-built custom integrations (preview), rich-text diffs, MCP execute_code ⚡
- 21d agoFiberyOctober 8, 2026 / 🫣 Hide Space data from Admins
- 28d agoFiberyOctober 1, 2026 / 🔥 Custom Apps as Entity Views, Suggestion mode for rich text ⚡
- 1mo agoFiberySeptember 24, 2026 / :french_fries: Better tables in Rich text, See where a field is used before you delete it
- 1mo agoFiberySeptember 17, 2026 / New Fibery AI Agent, Whiteboards and AI, Space templates with files and images, OAuth Applications ⚡
- 1mo agoAtlassianHow we made vulnerability fixes review-ready with Agentic Pipelines
- 2mo agoAtlassianAgentic automation in practice: putting standard engineering work on autopilot
- 2mo agoAtlassianPut your conversations to work with the Teamwork Graph connector for Microsoft Teams
- 2mo agoAtlassianHow one leader rebuilt his feedback loop with an AI agent
- 2mo agoAtlassianOpening the Door to Agent Autonomy: The Architecture Behind Rovo’s Agent Harness
- 2mo agoAtlassianFrom prototype to production: lessons learned taking AI-built software to enterprise scale
Frequently asked questions
What is the difference between Atlassian and Fibery?
They serve adjacent needs but don't currently overlap on shipped themes. Atlassian is currently shipping more aggressively (velocity 10.0 vs 7.5), with 0 editorial sparks in the last 30 days against 2. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Atlassian better than Fibery?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Atlassian is currently shipping more aggressively (velocity 10.0 vs 7.5), with 0 editorial sparks in the last 30 days against 2. For your specific use case, the alternatives sections above list other PM products to evaluate alongside.
What are the best alternatives to Atlassian?
Top Atlassian alternatives in PM are ranked by recent ship velocity. Browse the "Atlassian alternatives" section above for the current picks, or visit /alternatives/atlassian for the full list with editorial commentary on each.
What are the best alternatives to Fibery?
Top Fibery alternatives in PM are ranked by recent ship velocity. Browse the "Fibery alternatives" section above for the current picks, or visit /alternatives/fibery for the full list with editorial commentary on each.