Deep Dives
In-depth technical analysis of OpenClaw's core systems and algorithms.
Available Deep Dives
Compaction Internals
Deep analysis of session history compaction: adaptive chunk ratios, token-based splitting, multi-stage summarization, and budget-based pruning.
Heartbeat Cost Analysis
Token cost analysis of cron heartbeat mechanism with daily/monthly projections and optimization recommendations.
Context Budget Allocation
Breakdown of how 200k token context budget is allocated across system prompt, skills, tools, memory, compaction reserve, and session history.