# 2026-02-14

## Local Search Limitation

Nicholai asked for late-night restaurants in Colorado Springs. Web search failed because no Brave API key is configured.

**Workarounds:**
1. Quick: `~/.agents/scripts/local-hours.sh` - curls DuckDuckGo HTML for hours
2. Better: Use `agent-browser` skill for proper page scraping when curl fails
   ```bash
   agent-browser open "google.com/search?q=business+hours"
   agent-browser snapshot -i
   ```

**Best fix:** Run `openclaw configure --section web` to add BRAVE_API_KEY for full web search

## AI Notes Update

Added Nicholai's new handwritten notes (2026-02-14) to the permanent note at:
`/mnt/work/obsidian-vault/permanent/ai-isnt-an-expert-at-anything.md`

Key addition: "The Verification Problem" section explaining why (Domain Expert + AI) > (AI)
- AI can't verify quality of its own output (just debugging/unit tests)
- Effective output requires clear goals
- Clear goals require skilled & experienced articulation
- AI can't replace real skill, but can 10x output for skilled people

Image saved to: `attachments/journal-2026-02/ai-expertise-p28.jpg`