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Runtime Research Notes

Observations about agent runtime behavior that inform schema evolution and causality model design.

Purpose

These notes capture what the schema and code alone cannot:

  • Why a particular trace was surprising
  • Why a causality pattern was unstable
  • What runtime behavior couldn't be expressed in the current schema
  • Why a replay failed or produced wrong semantics
  • Correlations between trace patterns and agent behavior

Format

Each note should be a single markdown file with a date prefix:

2026-05-14-parallel-causality-gap.md
2026-05-15-fan-in-ambiguity.md

Topics worth tracking

  • Causality ambiguity — when parent_event_id can't express the real relationship
  • Schema pressure — traces that strain the current field set
  • Replay failures — why a trace didn't replay faithfully
  • Pattern mismatches — expected causal patterns vs. observed ones
  • Agent-specific behavior — quirks of particular runtimes

Validated pattern observations belong in docs/research/patterns/. When an analysis implementation changes a metric definition, annotate existing observations rather than silently rewriting historical results.