Unverified50% confidenceSolutionExact time
For irreversible operations such as deleting files, modifying databases, and deploying to production, a human approval step should be retained and implemented through a Human-in-the-Loop (HITL) mechanism, rather than allowing agents to complete them fully automatically.
1
Sources
50%
Confidence
Long-term
Relevance
9/4/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn an Agent framework, Checkpointing serializes the current execution state and persists it to external storage (a database or Redis), while suspending the execution thread and resuming after human input is received.72% similarUnverifiedContinuous delivery means the software can be released at any time but the decision is made by a human, whereas continuous deployment means code is automatically deployed after every commit with no manual intervention required throughout the process.67% similarUnverifiedIf LeakCanary has not yet been introduced into the project, the Profiler can automatically inject the required dependencies into the build file with a single click.66% similarUnverified让代理提交的PR默认设置为草稿状态，人工审查通过后再转为正式状态，将代码已生成与代码可合并在流程上强制解耦65% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/852084API
curl https://kongchang.com/api/v1/knowledge/claims/852084MCP
get_claim(id=852084)