Unverified50% confidenceOpinionExact time
Replicating an existing project has clear success criteria and is easy to hill climb; whereas creating something nonexistent from scratch makes validating the design the real difficulty.
1
Sources
50%
Confidence
Long-term
Relevance
10/28/2026
First Seen
Sources
Letting Claude Run Indefinitely: Three Key Loops for Long-Horizon Agent Tasks
youtubeTheo - t3․gg10/28/2026
Related Entities
Related Claims
UnverifiedDesign fixes adoption rate, not correctness; one should first confirm that the agent can reliably complete a boring task, and then design how to roll it out around that.70% similarUnverified真正稀缺的不是敲代码,而是理解问题、拆解需求、设计架构、权衡取舍的思维能力,工具替代的是重复劳动而非创造性判断68% similarUnverifiedHands-on projects should progress from simple to difficult—get things working first, then increase the difficulty—rather than forcing your way through high-difficulty projects just to show off.68% similarUnverifiedScientific discovery tasks do not reward being nearly correct, only breakthroughs — this is referred to as the threshold effect.67% similarUnverifiedGetting an agent to stably and consistently produce high-quality code is not easy and requires genuine engineering skills to support it.66% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1109496API
curl https://kongchang.com/api/v1/knowledge/claims/1109496MCP
get_claim(id=1109496)