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Loopmason·Northwind Technologies/Whole organization
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infra-terraform · claude-haiku-4-5 · 50m · 1d ago · Dev Rao

Part of: Multi-region state split

47
Session tokens
336K tokens
1.0M raw tokens
Avoidable tokens (est.)
40K tokens
12% of session
Quality
47
craft check score
Outcome
Completed

Loop replay

5 cycles · 2 corrections · 50m wall-clock

PromptGenerateVerifyCorrect
#1
7maccepted
#2
10mrejected
#3
10mrevised
correction
#4
8mrejected
correction
#5
15maccepted

5 verify events · 0 accepts without verify — chips are pinned to the cycles that triggered them.

Ask this session

Grounded answers with mandatory cycle citations

Answers are PROXY — generated over the measured transcript. This query is visible to the engineer in their access log.

Quality analysis

What drove the score — pinned to its cycles

  • Verification discipline98

    Every accepted diff was preceded by a verify-type event

  • Plan-mode discipline22

    No plan-mode use in this session

  • Correction load48

    2 of 5 cycles were corrections of earlier output

  • Prompt clarity53

    Context, constraints, and a done-condition raise first-pass acceptance

Risk flags

Caught in this session

  • critical
    Prod access
    Session touched production database credentials
    Flagged in-session by your risk rules