How Pi Prevents Context Overflow with Smart Compaction

How Compaction Works in Pi

How Pi Prevents Context Overflow with Smart Compaction

Coding agents like Pi, Claude Code, and Codex hit context window limits as conversations grow. Pi's solution: compaction, which summarizes older turns into a structured brief while keeping recent messages intact. This post explains the mechanics—from the compaction prompt that acts like a shift handoff to the impact on prompt caching—and notes that Pi's extensibility lets users swap in custom compaction logic.

The ideal outcome of a good summarization for a coding agent is like a handoff briefing from one shift to the next.

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2026-08-13