LearningLedger

stable

Log of learned behaviors and their sources

import { LearningLedger } from "@nodus/design-system/patterns"

Session Learning Log

APPEND-ONLY3 ENTRIES

TOP PATTERNS

retry-with-backoff (1)

context-pruning (1)

parallel-execution (1)

TOP ANTI-PATTERNS

unbounded-context (1)

no-validation (1)

single-retry (1)

EXCELLENT2026-03-04T14:30:00Z

WORKED

Incremental context loading

Early error detection

retry-with-backoffcontext-pruning

IMPROVE

tr-4a91b7SEALED e4a1b7c3

PARTIAL2026-03-04T13:15:00Z

WORKED

Fast initial response

parallel-execution

IMPROVE

Token budget exceeded by 20%

unbounded-context

tr-8c3f02

FAILED2026-03-04T11:00:00Z

WORKED

IMPROVE

Add input validation

Implement exponential backoff

no-validationsingle-retry

tr-1d5e99

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Props

Prop	Type	Default	Description
`entries`req	`LearningEntry[]`	—	Array of learning entries ({ id, timestamp, successLevel, patterns, antiPatterns, workedWell, couldImprove, traceId })
`title`	`string`	—	Optional title for the ledger
`groupBy`	`"time" \| "outcome" \| "pattern"`	—	How to group entries
`showAggregation`	`boolean`	—	Show aggregated pattern stats