Hasarak vs Jellyfish
Hasarak is a Jellyfish alternative for teams seeking personalized engineering investigations. Hasarak keeps agents and working context up to date and handles evaluations for the team. Findings connect relevant source evidence to a suggested next step, without the team owning agent maintenance.
Proactive insight that arrives as a case to resolve.
The work of keeping agents useful is part of the service.
Agents drift as code, teams and priorities change. With Hasarak nobody on your team has to write agents, compare them or keep them current.
Hand-managed agents
Hasarak
Hasarak and Jellyfish, side by side
| Buyer need | Hasarak | Jellyfish |
|---|---|---|
| Agent management | Hasarak automatically manages agent updates and evaluations for the team. | Vendor-provided Assistant and proactive engineering insights. |
| Current context | Keeps agents and connected working context up to date. | Assistant continuously scans the engineering system for emerging signals. |
| Personalization | Investigations adapt to the team and user automatically. | Insights are tailored to role and access, with views at several organizational levels. |
| Integrations | GitHub, Linear, Slack, Gmail, and any MCP-enabled tool. | Engineering tool data and organizational context. |
| Bring your own subscription | Yes. Run managed agents on your own Claude or ChatGPT subscription. | Not documented for Assistant. Jellyfish prices its platform by seats and selected modules. |
| Proactive work | Investigates conflicts, drift, risks, and unanswered requests. | Surfaces emerging risks, guidance, and trends. |
| Evidence and next steps | Findings include source evidence and suggested actions. | Answers and recommendations with paths to investigate further. |
| Review workflow | A findings inbox with snooze, dismiss, and done states. | Conversations and shareable insights for planning and leadership. |
Why choose Hasarak over Jellyfish
Hasarak is the better fit when you want personalized investigations that arrive with evidence and an action to review. It handles the agents' updates and evaluations and keeps context current, so ongoing investigation support does not create another maintenance responsibility for your team. The user receives a concrete case to assess, such as a plan that no longer matches implementation.
When to choose Jellyfish
Choose Jellyfish when its engineering intelligence and organizational views match the work you need to do. Its Assistant already offers proactive and personalized insights.
FAQ
How does Hasarak keep engineering agents useful as work changes?
Hasarak manages their ongoing updates and evaluations, keeps working context current, and personalizes findings for each team and user.
Connect your tools. Hasarak manages the agents.
GitHub, Linear, Slack, Gmail and any MCP-enabled tool.