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Oct 22, 2026 · About AiTOM · Company handbook

Using reflection to improve the next iteration

A retrospective identifies practices to retain and correct. It considers the original problem, effort and evidence rather than only how much activity occurred.

Return to the initial goal

Compare the need, expected deliverable and acceptance criteria. Files, conversation length and tool calls measure activity rather than effectiveness or business value.

Separate observation and interpretation

Record observations, data, feedback and team interpretations distinctly. Without a comparison baseline, explain what cannot be determined rather than treating simultaneous changes as proof of causality.

Improve the system around the work

Look for gaps in requirements, handoffs, guidance and verification as well as individual errors. Repeated issues can inform process or tool changes tied to a specific risk or cost.

Bring conclusions into the next step

Identify concrete practices to retain, change or stop, with their supporting evidence. Unaccepted suggestions remain candidates; a retrospective does not replace an actual decision.

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