auto-deep-researcher-24x7Agent42/100 via “two-tier-fixed-memory-system”
🔥 An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Zero-cost monitoring, Leader-Worker architecture, constant-size memory.
Unique: Implements a two-tier memory split where Tier 1 is immutable (project reference) and Tier 2 is aggressively compacted, rather than a single growing conversation history. This design prevents context bloat while preserving original intent, and uses character-count budgeting (not token counting) for predictability across different LLM models.
vs others: Maintains constant LLM context size regardless of experiment duration, whereas traditional agents (ChatGPT, Claude in conversation mode) see linear context growth and eventual token limit errors. DAWN's two-tier approach is specifically designed for weeks-long autonomy.