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New AI tools offer shared memory and robust safety testing

By PulseAugur Editorial · [1 sources] ·

Developer Stephen has released two new tools, Enki Memory and enki-harness, aimed at improving AI coding assistants. Enki Memory is a local, offline MCP server that provides a shared, persistent memory for AI agents, ensuring user data remains on their machine. Enki-harness is an open-source testing framework designed to rigorously evaluate AI safety filters by generating adversarial test cases and identifying potential flaws. AI

IMPACT These tools aim to improve the reliability and safety of AI coding assistants by providing persistent memory and more rigorous testing frameworks.

RANK_REASON The cluster describes the release of two new software tools for AI coding assistants.

Read on dev.to — MCP tag →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

New AI tools offer shared memory and robust safety testing

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The cluster describes the release of two new software tools for AI coding assistants.
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19 days old
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COVERAGE [1]

  1. dev.to — MCP tag TIER_1 English(EN) · stephen487 ·

    I gave my AI coding tools one shared memory that lives on my own PC (and built a test harness that refuses to flatter me)

    <p>Every AI coding tool I use has the same problem: it forgets. Tell Claude Code your staging database is on port 5433 on Monday, open Cursor on Tuesday, and you're explaining it again.</p> <p>I've been building Enki, an AI companion whose whole point is remembering you, for abou…

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