Comparison
tracecat vs trigger.dev
Verdict
Pick tracecat if an open-source security automation platform with features encompassing custom agent building, sandboxed execution of untrusted code, and integration with enterprise tools; pick trigger.dev if trigger.dev provides both cloud-managed and self-hosting options for deploying AI agents and workflows, with its platform built using TypeScript.
Markdown twin · tracecat alternatives · trigger.dev alternatives
GraphCanon updated Sep 20, 2026
15views this month
vs
Trust & integrity
| Signal | tracecat | trigger.dev |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Very active (0d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Aug 30, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- tracecat
- Open-source security automation platform for teams and AI agents
- trigger.dev
- Build and deploy fully-managed AI agents and workflows
Stars
- tracecat
- 3.8k
- trigger.dev
- 16k
Forks
- tracecat
- 416
- trigger.dev
- 1.5k
Open issues
- tracecat
- 155
- trigger.dev
- 336
Language
- tracecat
- Python
- trigger.dev
- TypeScript
Adopt for
- tracecat
- An open-source security automation platform with features encompassing custom agent building, sandboxed execution of untrusted code, and integration with enterprise tools.
- trigger.dev
- Trigger.dev provides both cloud-managed and self-hosting options for deploying AI agents and workflows, with its platform built using TypeScript.
Persona
- tracecat
- -
- trigger.dev
- -
Runtime
- tracecat
- -
- trigger.dev
- -
License
- tracecat
- AGPL-3.0
- trigger.dev
- Apache-2.0
Last pushed
- tracecat
- Sep 18, 2026
- trigger.dev
- Sep 20, 2026
Categories
- tracecat
- AI Agents, Evaluation & Observability
- trigger.dev
- AI Agents
Trust and health
Open issues (now)
- tracecat
- 155
- trigger.dev
- 336
Stars delta
- tracecat
- +44 (30d)
- trigger.dev
- +277 (30d)
Open issues delta
- tracecat
- +13 (30d)
- trigger.dev
- -104 (30d)
Full report
- tracecat
- Trust report
- trigger.dev
- Trust report
Choose tracecat if…
- tracecat is primarily Python; trigger.dev is TypeScript.
- License: tracecat is AGPL-3.0, trigger.dev is Apache-2.0.
- Pricing: `tracecat` is available under the AGPL-3.0 license with options to access enterprise features through managed Cloud or self-hosted deployments with dedicated support..
- Requirements: Requires Docker.
- Tags unique to tracecat: agents, event-driven, fastapi, llm.
- Also covers Evaluation & Observability.
- tracecat ships Docker support for self-hosted deployment.
- When you need an all-in-one solution for automating workflows that includes agents, case management, and event-driven systems.
When NOT to use tracecat
- For teams strictly looking to use closed-source proprietary solutions for security automation platforms.
- When you prefer a tool that does not require manual setup and maintenance for sandboxed execution environments like nsjail.
Choose trigger.dev if…
- trigger.dev is primarily TypeScript; tracecat is Python.
- License: trigger.dev is Apache-2.0, tracecat is AGPL-3.0.
- Requirements: Min 4 GB RAM; Requires Docker; Self-hosting options are provided, but require Docker Compose or Kubernetes setup knowledge..
- Tags unique to trigger.dev: ai-agents, background-jobs, orchestration, scheduler.
- - **Custom Workflows**: If you need to implement complex, custom orchestrations involving different AI tasks that are well-defined and require scalability without managing infrastructure.
When NOT to use trigger.dev
- - **Minimal AI Workloads**: If your AI usage is minimal or sporadic, you might find the overhead of setting up tasks using the SDK to be unnecessary complexity.
- - **Cloud Agnosticism**: Preferring a solution that abstracts away cloud-specific configurations, as Trigger.dev’s focus on cloud-managed services and self-hosting options may require more manual work
- - **Non-TypeScript Ecosystems**: If your project is predominantly in languages other than TypeScript or JavaScript, the available tooling through SDK might not align closely with existing workflows.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (TracecatHQ/tracecat) · observed Sep 20, 2026
- GitHub forks (TracecatHQ/tracecat) · observed Sep 20, 2026
- Last push (TracecatHQ/tracecat) · observed Sep 18, 2026
- License file (AGPL-3.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Aug 30, 2026
- GitHub stars (triggerdotdev/trigger.dev) · observed Sep 20, 2026
- GitHub forks (triggerdotdev/trigger.dev) · observed Sep 20, 2026
- Last push (triggerdotdev/trigger.dev) · observed Sep 20, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: tracecat 3.8k · trigger.dev 16k (synced Sep 20, 2026).
Common questions
- What is the difference between tracecat and trigger.dev?
- tracecat: Open-source security automation platform for teams and AI agents. trigger.dev: Build and deploy fully-managed AI agents and workflows. See the comparison table for live GitHub stats and shared categories.
- When should I choose tracecat over trigger.dev?
- Choose tracecat over trigger.dev when tracecat is primarily Python; trigger.dev is TypeScript; License: tracecat is AGPL-3.0, trigger.dev is Apache-2.0; Pricing:
tracecatis available under the AGPL-3.0 license with options to access enterprise features through managed Cloud or self-hosted deployments with dedicated support.; Requirements: Requires Docker; Tags unique to tracecat: agents, event-driven, fastapi, llm; Also covers Evaluation & Observability; tracecat ships Docker support for self-hosted deployment; When you need an all-in-one solution for automating workflows that includes agents, case management, and event-driven systems. - When should I choose trigger.dev over tracecat?
- Choose trigger.dev over tracecat when trigger.dev is primarily TypeScript; tracecat is Python; License: trigger.dev is Apache-2.0, tracecat is AGPL-3.0; Requirements: Min 4 GB RAM; Requires Docker; Self-hosting options are provided, but require Docker Compose or Kubernetes setup knowledge.; Tags unique to trigger.dev: ai-agents, background-jobs, orchestration, scheduler; - **Custom Workflows**: If you need to implement complex, custom orchestrations involving different AI tasks that are well-defined and require scalability without managing infrastructure.
- When should I avoid tracecat?
- For teams strictly looking to use closed-source proprietary solutions for security automation platforms. When you prefer a tool that does not require manual setup and maintenance for sandboxed execution environments like nsjail.
- When should I avoid trigger.dev?
- - **Minimal AI Workloads**: If your AI usage is minimal or sporadic, you might find the overhead of setting up tasks using the SDK to be unnecessary complexity. - **Cloud Agnosticism**: Preferring a solution that abstracts away cloud-specific configurations, as Trigger.dev’s focus on cloud-managed services and self-hosting options may require more manual work - **Non-TypeScript Ecosystems**: If your project is predominantly in languages other than TypeScript or JavaScript, the available tooling through SDK might not align closely with existing workflows.
- Is tracecat or trigger.dev more popular on GitHub?
- trigger.dev has more GitHub stars (16,347 vs 3,805). Stars measure visibility, not whether either tool fits your constraints.
- Are tracecat and trigger.dev open source?
- Yes - both are open-source projects on GitHub (tracecat: AGPL-3.0, trigger.dev: Apache-2.0).
- Where can I find alternatives to tracecat or trigger.dev?
- GraphCanon lists graph-backed alternatives at tracecat alternatives and trigger.dev alternatives (tracecat markdown twin, trigger.dev markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, tracecat or trigger.dev?
- tracecat: Very active. trigger.dev: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for tracecat and trigger.dev?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: tracecat trust report; trigger.dev trust report.