Unverified50% confidenceOpinionExact time
Once Agent development proficiency can handle approximately 80% of commercial scenarios, what creates differentiation is no longer technology but product thinking.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe development paradigm is rapidly shifting from '80% manual coding' to '80% completed by agents'.71% similarUnverifiedVertical Agents account for 80%–90% of real enterprise deployment scenarios.70% similarUnverified在实际企业级Agent项目中，需求分析和架构设计往往占据70%~80%的工作量，编码实现占比不大70% similarUnverifiedAgents built by vendors will inevitably represent a 'median value,' as developers can build general-purpose infrastructure but find it difficult to enter every industry and understand true intent.68% similarUnverifiedProgrammers with traditional backend development experience can transition to Agent development relatively quickly, as the core competency lies in understanding business processes and system engineering capabilities rather than mathematical derivation.68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/900065API
curl https://kongchang.com/api/v1/knowledge/claims/900065MCP
get_claim(id=900065)