Unverified50% confidenceSolutionExact time
The article proposes a minimal format for a task ledger: one table per task, with at least six rows: verified facts, unverified assumptions, excluded branches, unmet requirements, current progress, and the next question to check.
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50%
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Long-term
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10/15/2026
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Related Claims
UnverifiedWhen setting up for the first time, it is recommended to test the output with a small number of real task samples first, then iteratively refine the prompts, to avoid connecting an insufficiently tuned automation pipeline to a formal work dashboard.75% similarUnverifiedThe reasoning tier should be treated as a parameter to be tested rather than a default value; reasoning is a switch for handling difficult tasks, not a setting to be left permanently on.71% similarUnverifiedA task plan must verify every assertion against the actual code rather than relying on the agent's memory of the code, and must document the chosen approach, rejected alternatives and their reasons, and the list of files expected to be touched.68% similarUnverifiedFour types of tasks must remain in pure code: routing based on already-structured data, retry and error handling, any operation that must be safe to run twice, and anything that a regular expression can already solve.68% similarUnverifiedInaccurate task extraction can be improved through dedicated information extraction prompts, two-step verification, and fine-tuned task recognition models.67% similar
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