eve-deploy-debugging
Deploy and debug Eve-compatible apps via the CLI, with a focus on staging environments.
Works with
---
name: eve-deploy-debugging
description: Deploy and debug Eve-compatible apps via the CLI, with a focus on staging environments.
license: MIT
---
# Eve Deploy and Debug
Use these steps to deploy and diagnose app issues quickly.
## Environment Setup
- Get the staging API URL from your admin.
- Create and use a profile:
```bash
eve profile create staging --api-url https://api.eve.example.com
eve profile use staging
```
## Infrastructure Change Policy
Never run `kubectl apply`, `helm install`, or any direct Kubernetes resource creation against shared infrastructure. All infrastructure changes go through Terraform. Use the Eve CLI (`eve env`, `eve env deploy`) to manage application deployments — the platform handles the underlying k8s resources.
## Deploy Flow (Staging)
```bash
# Create env if needed
eve env create staging --project proj_xxx --type persistent
# Deploy (requires --ref with 40-char SHA or a ref resolved against --repo-dir)
eve env deploy staging --ref main --repo-dir .
# When environment has a pipeline configured, the above triggers the pipeline.
# Use --direct to bypass pipeline and deploy directly:
eve env deploy staging --ref main --repo-dir . --direct
# Pass inputs to pipeline:
eve env deploy staging --ref main --repo-dir . --inputs '{"key":"value"}'
```
### Deploy Polling Flow
When `eve env deploy` is called:
1. **Direct deploy** (no pipeline): Returns `deployment_status` directly. Poll health endpoint until `ready === true`.
2. **Pipeline deploy**: Returns `pipeline_run_id`. Poll `GET /pipelines/{name}/runs/{id}` until all steps complete, then check health.
Deploy is complete when: `ready === true` AND `active_pipeline_run === null`.
## Observe the Deploy
```bash
eve job list --phase active
eve job follow <job-id> # Real-time SSE streaming
eve job watch <job-id> # Poll-based status updates
eve job diagnose <job-id> # Full diagnostic
eve job result <job-id> # Final result
eve job runner-logs <job-id> # Raw worker logs
```
### Real-Time Debugging (3-Terminal Approach)
```bash
# Terminal 1: Pipeline/job progress
eve job follow <job-id>
# Terminal 2: Environment health
eve env diagnose <project> <env>
# Terminal 3: System-level logs
eve system logs
```
## Debugging Workflows
### Job Won't Start
1. Check dependencies: `eve job dep list <job-id>`
2. Check if blocked: `eve job show <job-id>` → look at `blocked_by`
3. Verify environment readiness: `eve env show <project> <env>`
4. Check orchestrator: `eve system orchestrator status`
### Job Failed
1. Get the error: `eve job diagnose <job-id>`
2. Check logs: `eve job follow <job-id>` or `eve job runner-logs <job-id>`
3. If build failure: `eve build diagnose <build-id>`
4. If secret failure: `eve secrets list --project <project_id>`
### Job Stuck Active
1. Check if waiting for input: `eve job show <job-id>` → `effective_phase`
2. Check thread messages: `eve thread messages <thread-id>`
3. Check runner pod: `eve system pods`
### System Issues
1. API health: `eve system health`
2. Orchestrator: `eve system orchestrator status`
3. Recent events: `eve system events`
### Deploy Failed (Structured Diagnosis)
When a deploy fails, prefer structured output over raw HTTP errors:
```bash
eve env diagnose <project> <env>
```
`eve env diagnose` surfaces a typed `last_deploy_failure` (kind, service, pod, namespace, message), the live K8s state, and `manifest_hash` of the deployed release versus the latest sync — use this to spot applied-release drift before re-running. The CLI no longer hides failures behind a bare `HTTP request failed`.
### Custom Domains
Custom hostnames are declared in the manifest under `x-eve.ingress.domains` and bound on first deploy. To operate them:
```bash
eve domain list --env <env> # what is bound where
eve domain verify <hostname> # DNS check + cert state + next steps
eve domain status <hostname> # which env owns it today
eve domain transfer <hostname> --to <env> # move ownership across envs in same project
eve domain unbind <hostname> # release so the next deploy claims it
```
Ownership is **env-scoped with first-bind-wins**: the first env to deploy with a hostname owns it, and other envs referencing the same hostname log `owned by environment "<A>"` and skip rendering. Use `transfer` + redeploy (or scope per-env via `environments.<env>.overrides`) to move it.
### Platform Sentinel Alerts
The platform runs a continuous environment sentinel that posts Slack alerts when envs degrade. Treat a sentinel ping as a starting point: pull the project/env from the alert, then run `eve env diagnose <project> <env>` to confirm the current state before reacting — alerts can lag a self-heal.
The daily Sentinel summary may include a monthly cost section. Use
`eve system env-cost --all` for the full breakdown; it reads stored
environment cost snapshots and labels stale or unavailable estimates. Do not
query OpenCost directly from the Slack-summary path.
## Common Error Messages
| Error | Cause | Fix |
|-------|-------|-----|
| `401 Unauthorized` | Token expired | `eve auth login` |
| `git clone failed` | Missing credentials | Set `github_token` or `ssh_key` secret |
| `service not provisioned` | Environment not created | `eve env create <env>` |
| `image pull backoff` | Registry auth failed | If using BYO/custom registry, verify `REGISTRY_USERNAME` + `REGISTRY_PASSWORD`; for managed apps use `registry: "eve"` |
| `healthcheck timeout` | App not starting | Check app logs, verify ports in manifest |
## Build Failures
If a deploy pipeline fails at the build step:
```bash
eve build list --project <project_id>
eve build diagnose <build_id>
eve build logs <build_id>
eve secrets list --project <project_id> # Required for BYO/custom registry: REGISTRY_USERNAME, REGISTRY_PASSWORD
```
Common build failures:
- **Registry auth**: For BYO/custom registry, verify `REGISTRY_USERNAME` and `REGISTRY_PASSWORD` secrets
- **Dockerfile not found**: Check `build.context` path in manifest
- **Multi-stage build failure**: BuildKit handles these correctly; Kaniko may have issues
- **Workspace errors**: Build context not available — check `eve build diagnose`
## Worker Image Registry
Eve publishes worker images to the configured private registry with these variants:
| Variant | Contents |
|---------|----------|
| `base` | Node.js, git, standard CLI tools |
| `python` | Base + Python runtime |
| `rust` | Base + Rust toolchain |
| `java` | Base + JDK |
| `kotlin` | Base + Kotlin compiler |
| `full` | All runtimes combined |
**Version pinning**: Use semver tags (e.g., `v1.2.3`) in production. Use SHA tags or `:latest` in development.
## Platform Environment Variables
Eve automatically injects these into every deployed service container:
| Variable | Purpose |
|----------|---------|
| `EVE_API_URL` | Internal cluster URL for server-to-server calls |
| `EVE_PUBLIC_API_URL` | Public ingress URL for browser-facing apps (when configured) |
| `EVE_SSO_URL` | SSO broker URL for user authentication (when configured) |
| `EVE_PROJECT_ID` | Current project ID |
| `EVE_ORG_ID` | Current organization ID |
| `EVE_ENV_NAME` | Current environment name |
Use `EVE_API_URL` for backend calls. Use `EVE_PUBLIC_API_URL` for browser/client-side code. Services can override any of these by defining them explicitly in their manifest `environment` section.
## Access URLs
- URL pattern: `{service}.{orgSlug}-{projectSlug}-{env}.{domain}`
- Local dev default domain: `lvh.me`
- Ask the admin for the correct domain (staging vs production).
## Environment-Specific Debugging
| Environment | How to Debug |
|-------------|--------------|
| **Local (k3d)** | Direct service access via ingress, `eve system logs` |
| **Docker Compose** | `docker compose logs <service>`, dev-only (no production use) |
| **Kubernetes** | Ingress-based access, `kubectl -n eve logs` as last resort |
## Private Endpoints (Tailscale)
Connect services on private networks (home lab GPUs, internal APIs, dev machines) to the Eve cluster. The platform creates K8s ExternalName services backed by Tailscale egress proxies.
```bash
# Register a private endpoint
eve endpoint add \
--name lmstudio \
--provider tailscale \
--tailscale-hostname mac-mini.tail12345.ts.net \
--port 1234 \
--org org_xxx
# List and inspect
eve endpoint list --org org_xxx
eve endpoint show lmstudio --org org_xxx
# Diagnose connectivity
eve endpoint diagnose lmstudio
# Remove
eve endpoint remove lmstudio --org org_xxx
```
Each endpoint gets a stable in-cluster DNS name: `http://{orgSlug}-{name}.eve-tunnels.svc.cluster.local:{port}`. Wire it into apps/agents via secrets:
```bash
eve secrets set LLM_BASE_URL \
"http://myorg-lmstudio.eve-tunnels.svc.cluster.local:1234/v1" \
--scope project
```
Diagnostics check: operator status, K8s service existence, DNS resolution, TCP connectivity, and HTTP health.
## Worker Toolchain-on-Demand
The default worker image is `base` (~800MB with Node.js, git, and all harnesses). Toolchains (Python, Rust, Java, Kotlin, media) are injected on-demand via init containers rather than bundled in a fat image.
**Deployment impact**: If an agent job needs toolchains, the runner pod starts init containers that copy toolchain binaries from small pre-built images. First pull adds ~5-10s; subsequent jobs on the same node use cached images.
**Debugging toolchain issues**:
```bash
# Check if toolchains are declared in agent config
# agents.yaml: toolchains: [python]
# If a toolchain binary is missing at runtime:
# 1. Verify agent config has the toolchain declared
# 2. Check init container logs on the runner pod
# 3. Verify toolchain images are available in the registry
```
To use the full image (all toolchains bundled): set `EVE_WORKER_VARIANT=full` or use `--variant full` locally.
## App Undeploy/Delete Lifecycle
Remove environments and clean up resources:
```bash
# Undeploy services from an environment (stops pods, keeps env record)
eve env undeploy <project> <env>
# Delete the environment entirely (removes env record, managed DB, secrets)
eve env delete <project> <env>
```
When a managed DB is attached, `eve env delete` deprovisions it. Secrets scoped to the environment are cleaned up. The environment's pipeline history remains in the audit log.
For app-level cleanup, remove the project:
```bash
eve project delete <project-id>
```
This cascades: environments, secrets, pipeline history, and build artifacts are removed.
## Workspace Janitor
Production disk management for agent workspaces:
- `EVE_WORKSPACE_MAX_GB` — total workspace budget
- `EVE_WORKSPACE_MIN_FREE_GB` — trigger cleanup threshold
- `EVE_SESSION_TTL_HOURS` — auto-evict stale sessions
- LRU eviction when approaching budget; TTL cleanup for idle sessions
- K8s: per-attempt PVCs deleted on completion
## Managed DB TLS
Managed Postgres now ships a trusted CA chain to apps. **Do not** set `rejectUnauthorized: false` or `ssl: { rejectUnauthorized: false }` in service code — verified TLS is the default. If a client errors on cert verification, check that the service is reading `${managed.<db>.url}` rather than a hand-crafted DSN.
## Stable Egress (Allowlisted Source IPs)
When a vendor requires fixed source IPs, opt the service into platform-managed stable egress in the manifest:
```yaml
services:
poller:
x-eve:
networking:
egress: stable # default is 'nat'
```
The deployer schedules the pod on the stable-egress node group with `hostNetwork: true` so traffic exits via that node's IGW path. Only opt in when needed (it bypasses NAT and constrains scheduling). See `eve-manifest-authoring` for the full field shape.
## Related Skills
- Local dev loop: `eve-local-dev-loop`
- Secrets: `eve-auth-and-secrets`
- Manifest changes: `eve-manifest-authoring`More Debugging skills
diagnosing-bugs
mattpocock/skills
Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.
explore-code
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Rigor Improve implementation leaf skill for auditable candidate implementation in deep learning research repositories. Use when the researcher explicitly authorizes exploratory work on an isolated branch or worktree to transplant modules, adapt a backbone, add LoRA or adapter layers, replace a head, or stitch together meaningful low-risk migration ideas with rollback-aware records in `explore_outputs/`. Do not use for end-to-end exploration orchestration on top of `current_research`, trusted baseline reproduction, conservative debugging, environment setup, verified contribution claims, or default repository analysis.
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Rigor Debug / Rigor Audit skill for deep learning research work. Use when the user pastes a traceback, terminal error, CUDA OOM, checkpoint load failure, shape mismatch, NaN loss symptom, or training failure and wants conservative diagnosis before any patching, with debug fixes clearly separated from research contributions. Do not use for broad refactoring, speculative adaptation, automatic exploratory patching, or general repository familiarization.

