Unverified50% confidenceOpinionExact time
Itamar believes that an end-to-end new feature typically involves 5 to 15 PRs within the same or multiple repositories, and these PRs together as a whole constitute a single "task".
1
Sources
50%
Confidence
Long-term
Relevance
10/7/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedA Loop circuit that can continuously operate requires five core primitives (Automations, Worktree, Skills, Connectors, Subagents) plus one external memory.63% similarUnverifiedKubernetes Job 用于确保指定数量的 Pod 成功完成，适合一次性任务；CronJob 在 Job 基础上增加了定时调度能力63% similarUnverifiedIn multi-turn tool-calling agentic scenarios, system prompts occupying thousands of tokens compress the space available for intermediate reasoning steps and tool return results, and hitting the token limit causes task failure.62% similarUnverifiedThe Polly component in Omnigent splits a larger implementation task across multiple subagents to be completed separately and then aggregated.62% similarUnverifiedThe appropriate standard for subtask decomposition is: each subtask can be completed within a single LLM call, with clear inputs and verifiable outputs62% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/986070API
curl https://kongchang.com/api/v1/knowledge/claims/986070MCP
get_claim(id=986070)