.agents/memory/2026-02-14.md

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# 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`