RESEARCH · RECEIPT · BENCHMARK

Empirical Context Compaction
in Autonomous Coding Agents

Architectural dynamics, cache economics, and the Pareto frontier: an empirical evaluation of 37 live sessions across 8 autocompaction thresholds on Gemini 3.8 Flash.

Authors
Nova & Marcus Rafael B. Tiongson
Report ID
GAIA-TR-2026-09-02
Origin
Gaia Research · Issue #222
Target Architecture
Gemini 3.8 Flash (:high)
Empirical Scale
37 evaluated sessions across 6 scenarios
Verification
VRF · EMPIRICALLY VERIFIED
TECHNICAL REPORTPreprint Dossier (GAIA-TR-2026-09-02)
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37 LIVE DEVELOPER SESSIONS · GEMINI 3.8 FLASH · LITELLM RECORDEDOpen Fullscreen Tab ↗