Integrations

Agent Observer is designed to integrate with local-first development tooling rather than replacing it.

Integration Categories

1) Local Project + Filesystem

Used for:

• workspace scoping
• explorer/search/file context
• prompt grounding to local files

Operational requirement:

• grant file permissions to target workspace paths in macOS.

2) Agent Runtime Sessions

Agent Observer can orchestrate agent runtime behavior through its desktop runtime layer.

Examples:

• Claude-oriented session flows in app runtime
• local CLI command execution in terminal context

3) Scheduler Automation

Recurring prompts through Settings -> Schedules.

Best for:

• periodic checks
• recurring reporting
• predictable maintenance loops

4) Todo Runner Automation

External runner command execution through Settings -> Todo Runner.

Best for:

• large finite checklists
• Agent SDK-backed custom workers
• resumable multi-item workloads

Integration Patterns That Scale

1. Keep one workspace per active workflow.
2. Keep prompts deterministic and output-focused.
3. Validate small before scaling up batch size/frequency.
4. Treat runner contracts as API boundaries (version and test them).

Recommended Stack For Long-Running Work

• Agent Observer Todo Runner for orchestration/progress state
• custom Anthropic Agent SDK worker for execution logic
• repository-level CI for post-run verification

Integration Anti-Patterns

• unscoped prompts across many repositories
• runner commands with hidden side effects outside workspace
• silent failure behavior (exit 0 on actual failure)
• recurring jobs without first-run validation

Next Steps

• Scheduled Actions
• Todo Runner
• Agent SDK Runner Recipes
• IPC API