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Thoughts of the Nowledge Labs team.

Featured

Sep 28, 2026

Giving a Memory System Reflexes

Since Jev launched, we’ve been exploring what its approach makes possible inside Nowledge Mem. The observations we shared along the way drew a lot of interest. This is the full follow-up to that tweet: we spent a little over a week evaluating, refactoring, and integrating the parts of Mem’s background work that could benefit from separating decisions from generation. Here are the results, the problems we ran into, and the questions we’re still thinking about.

Nowledge MemDecision ModelsEvals

Rent the Intelligence. Own the Memory. A Manifesto.

Every tool has learned to remember, and organizations still forget. Rent the intelligence. Own the memory. The manifesto for the team version of Nowledge Mem.

Nowledge MemTeamManifesto

Nowledge Mem now exports Open Knowledge Format 0.2

Google's Open Knowledge Format is now at v0.2. Mem exports a vendor-neutral bundle with memories, topics, entities, crystals, and lifecycle context.

Nowledge MemOKFOpen Knowledge Format

Nowledge Mem v0.9: public beta, Skills, and an identity for every agent

Mem moves from private alpha to public beta: the free plan now works end to end with your own keys. v0.9 adds Skills learned from your real work, AI Profiles and Rules for long-running agents, and Plus, our first subscription.

Nowledge Memv0.9Public Beta

Building memory systems for AI agents

Five core challenges of building memory for AI agents, and the engineering decisions behind each. From a talk at vLLM Beijing Meetup and KCD.

AI MemoryKnowledge GraphAgent Architecture

Latest

Sep 16, 2026

Arun Babu Neelicattu

9 min read

Sleep on it

Your agent is an amnesiac. "Dreaming" is the nightly housekeeping that fixes it. Anthropic named it in May; the pattern has been running on my machine, under a less poetic name, since February.

Automated RPM Repackaging with COPR: Bridging Standalone Binary Releases to DNF Repositories

Modern app frameworks make standalone RPMs easy to build, but without a native package repository Linux users must manually download and reinstall every update. This guide builds an automated downstream pipeline with Fedora COPR, Tito, and GitHub Actions.

Fast, Cheap, and Grounded Enough

Evaluating JetBrains' Mellum-2 against Granite-4.0-H-Small as the answer-generation model in Nowledge Mem's retrieval-augmented pipeline: a modest, specific quality cost bought against a large footprint and speed advantage that gets bigger on smaller hardware.

Nowledge MemLocal Models

Aug 27, 2026

Xudong Guo

8 min read

Stop Starting Over: Building a Unified Memory Hub with Nowledge Mem

When multiple devices are running LLM chats and AI agents at the same time, how do you keep every device's agent memory in one place? Xudong Guo lays out the memory hub he built.

Nowledge MemAccess Anywhere

Aug 25, 2026

Arun Babu Neelicattu

12 min read

Bringing your (k)nowledge to Antigravity

How the Nowledge Mem plugin for Google Antigravity 2.0 keeps hook latency under 30ms, survives offline sessions, and hands control back to the developer. Written by the engineer who built and donated it.

Nowledge MemGoogle Antigravity

Jul 17, 2026

Versun

8 min read

The local-model sweet spot for Nowledge Mem: 12B, 26B, or 35B?

Keep Qwen 35B resident, load Gemma 26B on demand, or choose Gemma 12B to save memory. Versun measured the tradeoff on real memory tasks.

Nowledge MemLocal LLM

Jun 9, 2026

Nowledge Labs Team

5 min read

The Skill Mem found in our own work

While we built Skills for v0.9, Mem read our development records, noticed the testing method we kept using, and wrote it down as a Skill. Then we asked it to improve that Skill, and it refused to ship a worse version.

ChatGPT can now use your Nowledge Mem

Nowledge Mem 0.8.1 lets ChatGPT connect to your Mem through Remote MCP over OAuth. Save useful ChatGPT work into Mem, then let ChatGPT Web or desktop search that same knowledge when you need it later.

Nowledge Mem 0.8: LLM Wiki

Nowledge Mem now has Karpathy's LLM Wiki built in.

Nowledge Mem v0.6: Proactive Knowledge

Background Intelligence that thinks while you sleep. A timeline that feels like texting your second brain. And a neutral memory layer that connects every AI tool you use.

How We Taught Nowledge Mem to Forget

Why your memory system should fade, and how we made search smarter by learning from cognitive science.

Introducing Nowledge Mem

The graph augmented, smart and local-first personal context manager just works.

Nowledge MemMemory

Nowledge Mem is in public beta

Free to download, and it works end to end with your own AI keys.

Download Nowledge Mem →