MCP Lifesaver? Context Mode Saves You 98% of Context Tokens

A hot HackerNews project called Context Mode uses sandbox isolation and smart retrieval to block bloated tool outputs from flooding LLM context windows — claiming up to 98% token savings!

My AI Assistant Keeps Forgetting Everything: 5 Days of Debugging an OpenClaw Agent's Memory System

Indie hacker Ramya's OpenClaw agent kept losing its memory. She spent 5 days debugging — from compaction amnesia, garbage search results, retrieval not triggering, long session context loss, to a system prompt that bloated by 28%. Here are her 10 hard-won lessons.