truefoundry Routing note: For ambiguous user intents, use the shared clarification templates in references/intent-clarification.md.
TrueFoundry Documentation
Fetch up-to-date TrueFoundry documentation for features, API reference, and deployment guides.
When to Use
Fetch up-to-date TrueFoundry documentation for features, API reference, deployment guides, or troubleshooting.
Documentation Sources
API Reference
Full API docs:
https://truefoundry.com/docs/api-reference
Fetch a specific section:
curl -s https://truefoundry.com/docs/api-reference/applications/list-applications
Deployment Guides
| Topic | URL |
|---|---|
| Introduction to Services | https://truefoundry.com/docs/introduction-to-a-service |
| Deploy First Service | https://truefoundry.com/docs/deploy-first-service |
| Dockerize Code | https://truefoundry.com/docs/dockerize-code |
| Ports and Domains | https://truefoundry.com/docs/define-ports-and-domains |
| Endpoint Auth | https://truefoundry.com/docs/endpoint-authentication |
| Resources (CPU/Memory) | https://truefoundry.com/docs/resources-cpu-memory-storage |
| Fractional GPUs | https://truefoundry.com/docs/using-fractional-gpus |
| Environment Variables | https://truefoundry.com/docs/environment-variables-and-secrets |
| Autoscaling | https://truefoundry.com/docs/autoscaling-overview |
| Liveness/Readiness Probes | https://truefoundry.com/docs/liveness-readiness-probe |
| Rollout Strategy | https://truefoundry.com/docs/rollout-strategy |
| Deploy Programmatically | https://truefoundry.com/docs/deploy-service-programatically |
| CI/CD Setup | https://truefoundry.com/docs/setting-up-cicd-for-your-service |
| Monitoring | https://truefoundry.com/docs/monitor-your-service |
Job Deployment
| Topic | URL |
|---|---|
| Introduction to Jobs | https://truefoundry.com/docs/introduction-to-a-job |
| Deploy First Job | https://truefoundry.com/docs/deploy-first-job |
ML & LLM
| Topic | URL |
|---|---|
| ML Repos | https://truefoundry.com/docs/ml-repos |
| LLM Deployment | https://truefoundry.com/docs/llm-deployment |
| LLM Tracing | https://truefoundry.com/docs/llm-tracing |
Authentication
| Topic | URL |
|---|---|
| Generating API Keys | https://docs.truefoundry.com/docs/generating-truefoundry-api-keys |
Fetching Docs
To fetch a specific docs page for the user:
curl -sL "https://truefoundry.com/docs/deploy-first-service" | head -200
Or use WebFetch if available in the agent.
Success Criteria
- The user has received the relevant documentation content or URL for their question
- The agent has fetched and summarized the specific docs page rather than just linking to it
- The user understands the next steps based on the documentation provided
- If the docs page was unavailable, the agent has suggested alternative resources or related skills
Composability
- Before deploy: Fetch deploy guides for the specific app type
- For API usage: Reference
references/api-endpoints.mdin _shared - For troubleshooting: Fetch relevant docs page and summarize