lint

feat: add print logs for memory, search, and tool operations

feat: YouTube fallback strategy + dataset file logging + BLAS thread safety

feat: improve agent precision and formatting rules

fix 3 layer memory ststem

fix: tell model ~ paths work and warn against root='/' in find_files

fix: add default excludes and truncation sentinel to find_files

fix: expand ~ in fs tools, accept absolute glob patterns, add find_files

feat: enhance LLM formatting capabilities and improve logging in various components

feat: implement robust web fetcher with redirect handling and add LLM-based answer formatting pipeline

feat: implement secure Python sandbox with process and Docker backends

review: ship all 15 quick-win fixes from REVIEW.md via TDD

feat: implement message history trimming, CAPTCHA detection, and empty response handling to improve agent reliability

feat: implement context management with tool output compaction and semantic search deduplication

feat: add youtube_frame_at tool, improve vision URL validation, silence observability logs, and update caveman mode configuration.

feat: implement GAIA benchmark evaluation runner with strict output formatting and vision tool integration.

feat: implement web search and file processing tools with robust retrieval fallbacks