Hasarak vs Gumloop
Hasarak is a Gumloop alternative for engineering teams that want automatically managed investigations. Ongoing agent updates and evaluations are part of the service. Teams receive personalized findings while Hasarak keeps the agents and working context current.
The engineering agents you would build, already built and kept current.
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 Gumloop, side by side
| Buyer need | Hasarak | Gumloop |
|---|---|---|
| Agent management | Hasarak automatically manages updates and evaluations; teams do not maintain agents themselves. | Configurable agents and workflows, with self-improvement features. |
| Current context | Keeps agents and connected working context up to date automatically. | Company Brain and connected tools supply current company knowledge. |
| Personalization | The system adapts investigations to each team and user. | Instructions, knowledge, tools, and skills tailor agent behavior. |
| Integrations | GitHub, Linear, Slack, Gmail, and any MCP-enabled tool. | Broad app and MCP integrations, including the same core engineering tools. |
| Bring your own subscription | Yes. Run managed agents on your own Claude or ChatGPT subscription. | Supports your own API keys on Pro and above; you pay provider token costs plus Gumloop credits. |
| Proactive work | Managed investigations surface relevant findings without a prompt for each case. | App triggers, recurring tasks, and webhooks launch configured agents. |
| Output and review | Findings inbox with evidence, suggested actions, and review states. | Agent outputs and connected-tool actions defined by the workflow. |
| Engineering use cases | Investigates conflicts, drift, risks, and unanswered requests. | Examples include bug triage, PR-driven issue updates, and status reports. |
Why choose Hasarak over Gumloop
Hasarak is the better fit when you want the investigation service to include ongoing agent management. Your team does not need to keep editing agents or running evaluations to keep the workflow useful. Hasarak keeps the system current and personalized, then presents evidence and suggested next steps.
When to choose Gumloop
Choose Gumloop when you want to design and control custom agents and workflows across business processes. Its automation, integration, and self-improvement capabilities are strengths.
FAQ
Can we use Hasarak with tools beyond GitHub, Linear, Slack, and Gmail?
Yes. Hasarak supports integrations through any MCP-enabled tool.
Who updates and evaluates Hasarak's agents?
Hasarak handles that ongoing work, keeping the service current and personalized for your team.
Connect your tools. Hasarak manages the agents.
GitHub, Linear, Slack, Gmail and any MCP-enabled tool.