docs: integrate AI fatigue symptom recognition (score 3/5)
Add session time-boxing guidance and nondeterminism stress recognition
to learning-with-ai.md across 3 strategic locations (~220 words total).
Changes:
- Red Flags Checklist: Add session fatigue warning with time-boxing mitigation
(30 min limit, max 3 attempts before manual implementation)
- Productivity Reality: Add nondeterminism stress paragraph (identical prompts
→ varying outputs causes AI fatigue)
- UVAL Protocol: Add Step 2.5 checkpoint for fatigue signal recognition
(session duration, retry count, frustration assessment)
Rationale:
- Score 3/5: Moderate relevance (90% overlap with existing content)
- Extracted only novel tactics: session time-boxing (distinct from weekly 70/30)
- Rejected contradictory recommendations (70% quality vs understand 100%)
- Full evaluation + technical-writer challenge: docs/resource-evaluations/
Source: Siddhant Khare, "AI Fatigue is Real and Nobody Talks About It"
(Feb 2026, https://siddhantkhare.com/writing/ai-fatigue-is-real)
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
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