Unverified50% confidenceSolutionExact time
The automated loop of a modern Agent software factory is: feature request → spec Agent writes the spec → build Agent writes the code → security/UX/UI/quality and other sub-Agents review independently → if any item fails, return to the build Agent → after all pass, escalate to humans for merge approval.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/17/2026
First Seen
Valid until: 1/15/2027
Sources
Related Entities
Related Claims
UnverifiedOver the past year, the most mature Agent deployment scenario in the industry has been coding Agents, because programming tasks have clear verification criteria and standardized tool interfaces.75% similarUnverifiedDoubao Agent's Agent mode has task decomposition, multi-step execution, and tool-calling capabilities, enabling it to first read files, then generate copy, and finally output code, with the entire pipeline automatically connected.74% similarUnverifiedAutomated engineering agents often deliver usable results in scenarios such as clearly defined feature implementation, large-scale refactoring and code migration, test debugging assistance, and documentation and boilerplate code generation.74% similarUnverifiedThe handwritten agent approach essentially involves directly calling the LLM API and managing the tool-calling loop manually, typically implemented as an explicit while loop that checks tool_calls and appends results to a message list.74% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1054685API
curl https://kongchang.com/api/v1/knowledge/claims/1054685MCP
get_claim(id=1054685)