blumeops/docs/tutorials/ai-assistance-guide.md

title	modified	tags
AI Assistance Guide	2026-02-23	tutorials ai

AI Assistance Guide

Audiences: AI, Owner

This guide provides context for AI agents (like Claude Code) assisting with BlumeOps operations, and helps Erich understand how to work effectively with AI assistance.

Critical Rules

These are non-negotiable for AI agents working in this repo:

1. Always use --context=minikube-indri with kubectl - Work contexts exist that must never be touched
2. Run mise run ai-docs at session start - Review current infrastructure state
3. Never commit secrets - The repo is public at github.com/eblume/blumeops
4. Wait for user review before deploying - Create PRs, don't auto-deploy
5. Never merge PRs without explicit request - The user merges after review

Full rules are in the repo's CLAUDE.md. See agent-change-process for the C0/C1/C2 change classification methodology — C0 (direct to main), C1 (feature branch + PR), C2 (Mikado Branch Invariant).

Workflow Conventions

Branching

Branching depends on change classification (see agent-change-process):

• C0 (Quick Fix): Commit directly to main — no branch or PR needed
• C1/C2: Feature branch required:

git checkout main && git pull
git checkout -b feature/descriptive-name
# ... make changes ...
git commit -m "Description"

Pull Requests

Use the forge's tea CLI:

tea pr create --title "Title" --description "$(cat <<'EOF'
## Summary
- Change 1
- Change 2

## Deployment and Testing
- [ ] Test step
EOF
)"

Changelog Fragments

Add a fragment for user-visible changes:

# C1/C2: use branch name
echo "Description" > docs/changelog.d/branch-name.feature.md

# C0: use orphan prefix (no branch to name after)
echo "Description" > docs/changelog.d/+descriptive-slug.feature.md

Types (file suffix): .feature, .bugfix, .infra, .doc, .ai, .misc

Wiki-Link Formatting

Use simple wiki-links without alternate text or extra spaces:

• Prefer [[borgmatic]] over [[borgmatic|Borgmatic]]
• Only use alternate text when grammatically warranted (e.g., [[cluster|Kubernetes]] reads better than [[cluster]])
• No spaces around the pipe: [[path|Text]] not [[ path|Text ]]

When editing documentation, rewrite links to follow this convention as you encounter them.

Service Locations

Understanding where services run helps target changes correctly:

Location	Services	Management
indri (native)	Forgejo, Zot, Jellyfin, Caddy	Ansible
[[cluster	Kubernetes]]	Everything else

Mise Tasks

BlumeOps operations are driven by mise tasks. Run mise tasks to list all available tasks.

Task	When to Use
ai-docs	At session start - review infrastructure documentation (see mise-tasks)
docs-mikado	View active Mikado dependency chains for C2 changes
docs-mikado --resume	Resume a C2 chain: detect branch, show state and next steps
provision-indri	Deploy changes to indri-hosted services via Ansible
services-check	After deployments - verify all services are healthy
pr-comments	Check unresolved PR comments during review
blumeops-tasks	Find pending tasks from Todoist
container-list	View available container images and tags
container-build-and-release	Trigger container build workflows
dns-preview	Preview DNS changes before applying
dns-up	Apply DNS changes via Pulumi
tailnet-preview	Preview Tailscale ACL changes
tailnet-up	Apply Tailscale ACL changes via Pulumi
docs-check-links	Validate wiki-links resolve correctly (supports path-based links, orphan detection)
docs-review-stale	Report docs by last-modified date, highlight stale ones
docs-review-tags	Print frontmatter tag inventory across all docs
docs-review	Review the most stale doc by last-reviewed date
runner-logs	View Forgejo workflow logs (indri or ringtail runner)

For ArgoCD operations, use the argocd CLI directly:

• argocd app diff <service> - Preview changes
• argocd app sync <service> - Deploy changes

Reference Navigation

For AI agents building context:

• Reference - Entry point for technical details
• hosts - What hardware exists
• apps - What's deployed in Kubernetes
• routing - How services are exposed

Credential Access

Credentials live in 1Password. Never retrieve them directly - use existing patterns:

• Ansible pre_tasks gather secrets at playbook start
• external-secrets syncs to Kubernetes
• Scripts use op CLI with user biometric prompts

Common Pitfalls

Pitfall	Correct Approach
Missing kubectl context	Always add --context=minikube-indri
Deploying without review	Create PR first, wait for user approval
Re-explaining reference material	Link to reference cards instead
Committing to main without classifying	Classify as C0/C1/C2 first — only C0 goes to main
Guessing at credentials	Ask user or check 1Password patterns