Expired50% confidenceEventExact time
One Agent was ruled a direct loss because it failed to deliver a file for the drawing question, with speed and cost zeroed out; Workbody delivered on all four questions but was the slowest at 24 minutes, and its score was dragged down by time and billing.
1
Sources
50%
Confidence
Short-term (~14 days)
Relevance
10/21/2026
First Seen
This claim has expired. It is kept for the record and no longer describes the current state.
Valid until: 11/4/2026(expired)
Sources
Related Entities
Related Claims
UnverifiedWhen inference time dropped from 10 minutes to 30 seconds, the proportion of total runtime occupied by git commands, build operations, and tool calls became significant, and the author adjusted the system prompt to have the model avoid invoking tools that take several seconds66% similarUnverifiedCounting review time into the cost: if draft generation takes only 10 seconds while human review takes 15 minutes, then the cost savings are negligible.66% similarUnverifiedIn the author's comparison of three runs each on two tasks, the runs with images totaled 497 seconds and the runs relying only on the control list totaled 381 seconds, all six completed, and relying on the list alone was actually faster.65% similarUnverifiedThe article argues that the 748-episode volume shows Agent development is not something that can be mastered in seven days, and that "get hired upon completion" promises should be treated with caution.64% similarUnverifiedAndrew Ng believes that if an agent is going to run for 20 to 30 minutes writing code, it is usually more cost-effective to spend 3 to 4 minutes writing clear instructions64% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1081922API
curl https://kongchang.com/api/v1/knowledge/claims/1081922MCP
get_claim(id=1081922)