{"slug": "nonmem-addition-to-agent-that-personalised-experience", "title": "Nonmem addition to agent that personalised experience", "summary": "Neonmem has launched a public beta of a single-point memory system for AI assistants, designed to organize project context—decisions, plans, and reasoning—into a local graph rather than a flat text pile. The tool aims to help assistants understand the domain and history of a project, reducing the need for repeated explanations. Future plans include team memory sharing, autonomous workflows, and broader platform support.", "body_md": "If you build anything big with an AI assistant, you've felt the gap. A real project isn't just code — it's folders of docs, months of decisions, meeting notes, the reasons behind the architecture, the timelines, the plans, and the things you tried that didn't work. To be genuinely useful on a project like that, an assistant has to *understand the domain* you're working in, not just autocomplete inside it.\n\nThat's the problem we've been working on with Neonmem.\n\nEven when an agent has \"memory,\" it's usually a flat pile of text it can search but can't put in order. It doesn't know which decision replaced an earlier one, what's a plan versus a settled fact, or where you stopped yesterday. As the project grows, so does the mess — more data, more decisions, more threads to keep straight.\n\nWe wanted one place that holds all of it, in order, so your agent works like a real code buddy: aware of the project, and aware of how *you* work. So we built Neonmem as a **single-point memory** — one local cartridge that carries your project's reasoning, structure, and direction, with an understanding layer that keeps it organized.\n\n`.neonmem`\n\nfile — not a vector database, but a connected graph of decisions, dead ends, rules, and the reasoning between them. Yours, on your machine.Neonmem is in **public beta**. It's genuinely useful today, but we're early, and a lot is on the way — **team memory** (sharing a project's cartridge across a whole team), more **autonomous workflows** where the agent acts more on its own, broader platform support (macOS and Linux), and steady improvements to everything above.\n\nIf you live in an AI assistant and you're tired of re-explaining your project every morning, give it a try and tell us where it falls short — that feedback is shaping what comes next.\n\n[https://neonmem.com/](https://neonmem.com/) · Windows x64 · free for personal use", "url": "https://wpnews.pro/news/nonmem-addition-to-agent-that-personalised-experience", "canonical_source": "https://dev.to/neonmem-dev/nonmem-addition-to-agent-that-personalised-experience-2pgj", "published_at": "2026-06-14 14:57:55+00:00", "updated_at": "2026-06-14 15:10:59.736662+00:00", "lang": "en", "topics": ["ai-tools", "developer-tools", "large-language-models", "ai-agents", "ai-infrastructure"], "entities": ["Neonmem", "Neonmem"], "alternates": {"html": "https://wpnews.pro/news/nonmem-addition-to-agent-that-personalised-experience", "markdown": "https://wpnews.pro/news/nonmem-addition-to-agent-that-personalised-experience.md", "text": "https://wpnews.pro/news/nonmem-addition-to-agent-that-personalised-experience.txt", "jsonld": "https://wpnews.pro/news/nonmem-addition-to-agent-that-personalised-experience.jsonld"}}