{"repo":"3vilM33pl3/memory","free":true,"listed":false,"github":"https://github.com/3vilM33pl3/memory","clone":"git clone https://github.com/3vilM33pl3/memory.git","description":"Local knowledge base for coding agents with a Rust CLI/TUI, PostgreSQL storage, and optional background capture.","language":"Rust","stars":20,"topics":["coding-agents","developer-tools","knowledge-base","memory","postgresql","rust","semantic-search","terminal-ui"],"license":"AGPL-3.0","category":"productivity","readme_excerpt":"Memory Layer Memory Layer is a local-first memory system for coding agents and developers. It turns project work into durable, searchable knowledge so the next Codex, Claude, or human session can start with evidence instead of guesswork. It captures what happened, curates what matters, stores it in PostgreSQL with pgvector, and exposes it through a fast TUI, browser UI, and agent-friendly CLI. Website: https://www.memory-layer.dev Documentation: https://www.memory-layer.dev/docs Measured Impact Memory Layer is built to be evaluated, not just demoed. Its eval harness runs paired ablations such as no-memory vs full-memory , writes immutable artifacts, compares item-by-item results, applies gates, and reports token and latency cost. Latest report: the valid 2026-05-03 Dockerized memory-improvement-v1 benchmark ran five paired repeats against hidden memory-only facts, graph-backed retrieval checks, and grounded-answer tasks. Full Memory moved aggregate success from 0.0% to 18.1% , Recall@K/MRR/nDCG from 0.000 to 1.000 , assertion recall from 0.000 to 0.725 , and total tokens from 22,069,461 to 12,970,186 , a 41.2% reduction. The result is deliberately specific: it shows strong improvement for retrieval and grounded answers, while the report calls out that long-running autonomous coding continuity still needs verified Memory-query evidence before making a stronger claim. Read the Beginner Guide To Evaluations, the memory eval CLI reference, and the full benchmark report. Why It Is","default_branch":null,"files":null,"tree":[],"storefront":"/r/3vilM33pl3","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/3vilM33pl3/memory/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}