Engineering notes, technical reports, and announcements from the Supermemory team.https://supermemory.ai/https://supermemory.ai/blog/smfs-making-agentic-retrieval-55-cheaper-and-more-accurate/https://supermemory.ai/blog/smfs-making-agentic-retrieval-55-cheaper-and-more-accurate/We launched SMFS.ai (Supermemory Filesystem) a few weeks ago, with a simple bet: We can redesign the filesystem specifically for agents, with special files, structures, and commands that it can use for it's tasks. Today, SMFS is used by hundreds of companies to power their agents.Thu, 28 May 2026 23:10:49 GMTEngineeringDhravya Shahhttps://supermemory.ai/blog/introducing-dynamic-dreaming-supermemory-now-connects-the-dots-for-you/https://supermemory.ai/blog/introducing-dynamic-dreaming-supermemory-now-connects-the-dots-for-you/Dreaming is magical. TLDR: We're launching Dynamic Dreaming in supermemory today, which automatically works if you're using supermemory in any way - API, OpenClaw, Hermes agent, etc.Mon, 25 May 2026 23:05:00 GMTEngineeringDhravya Shahhttps://supermemory.ai/blog/dear-reader-we-just-made-supermemory-insanely-cheap-the-context-cloud/https://supermemory.ai/blog/dear-reader-we-just-made-supermemory-insanely-cheap-the-context-cloud/When I first started building supermemory, I had one goal: To build the best memory system for AI. I would talk to customers, and find out that memory was not the only thing they needed - They were all setting up 7-8 different vendors at the same time.Mon, 18 May 2026 23:16:00 GMTEngineeringDhravya Shahhttps://supermemory.ai/blog/introducing-supermemory-tools-v2-0-0/https://supermemory.ai/blog/introducing-supermemory-tools-v2-0-0/Today we're releasing v2.0.0. This release unifies the API across all agents sdk integrations from AI SDK to Mastra, makes conversation identity a first-class concept, and ships with memory saving on by default.Mon, 27 Apr 2026 18:34:44 GMTEngineeringMahesh Sanikommuhttps://supermemory.ai/blog/supermemory-will-make-your-hermes-agent-crazy-powerful/https://supermemory.ai/blog/supermemory-will-make-your-hermes-agent-crazy-powerful/Today, we are launching supermemory support to your Hermes agent TLDR: you can use supermemory now in your Hermes agent, it totally free to get started - https://supermemory.ai/docs/integrations/hermes In case you missed it: Hermes Agent is a self-improving AI agent from Nous Research.Tue, 07 Apr 2026 22:24:28 GMTEngineeringMahesh Sanikommuhttps://supermemory.ai/blog/solving-the-precision-recall-tradeoff-search-result-aggregation/https://supermemory.ai/blog/solving-the-precision-recall-tradeoff-search-result-aggregation/When you're building memory for AI, search is your foundational layer. The way search generally works is straightforward: the user defines a query, and then sets a limit (top-K) on how many search results they want returned. Usually, this is set to 10 or 20.Tue, 07 Apr 2026 18:44:55 GMTEngineeringSoham Dagahttps://supermemory.ai/blog/infinitely-running-stateful-coding-agents/https://supermemory.ai/blog/infinitely-running-stateful-coding-agents/We built a plugin for Claude Code and OpenCode that gives your coding agent persistent memory. It remembers your preferences, learns your codebase, and never loses context mid-conversation. The result is an agent you can run for months without starting over.Thu, 19 Feb 2026 05:03:14 GMTEngineeringShoubhithttps://supermemory.ai/blog/why-everyone-is-complaining-about-openclaws-memory-it-sucks-and-why-supermemory-fixes-it/https://supermemory.ai/blog/why-everyone-is-complaining-about-openclaws-memory-it-sucks-and-why-supermemory-fixes-it/TLDR: Today, we are releasing a new version of our openclaw plugin - https://github.com/supermemoryai/openclaw-supermemory. This post is going to be a bit technical, so bear with me (or bookmark for later!) In this post, I will talk about what we do about OpenClaw memory, and how we fix it.Thu, 19 Feb 2026 05:02:16 GMTEngineeringDhravya Shahhttps://supermemory.ai/blog/we-added-supermemory-to-claude-code-its-insanely-powerful-now/https://supermemory.ai/blog/we-added-supermemory-to-claude-code-its-insanely-powerful-now/Today, we are launching the Supermemory plugin for Claude Code! TLDR: You can use supermemory in claude code now. - https://github.com/supermemoryai/claude-supermemory Claude code has genuinely changed how I work. But there's this one thing that drives me crazy...Fri, 30 Jan 2026 01:46:24 GMTEngineeringDhravya Shahhttps://supermemory.ai/blog/clawd-molt-bots-memory-sucks-we-gave-it-supermemory/https://supermemory.ai/blog/clawd-molt-bots-memory-sucks-we-gave-it-supermemory/I'm the founder of supermemory. Clawd/Molt bot is blowing up right now, with many, many use cases. I set it up, too, and have been using it through telegram. TLDR: just go to https://supermemory.ai/docs/integrations/clawdbot to set up supermemory for your clawd bot.Wed, 28 Jan 2026 00:53:10 GMTEngineeringDhravya Shahhttps://supermemory.ai/blog/catch-up-with-our-unforgettable-launch-week/https://supermemory.ai/blog/catch-up-with-our-unforgettable-launch-week/Over the last year, one belief has guided almost everything we’ve built at Supermemory AI becomes meaningfully useful only when it remembers. Memory shouldn’t be something developers rebuild from scratch. It shouldn’t be fragile, expensive, or trapped inside a single tool.Sun, 04 Jan 2026 00:17:07 GMTNewsShardul Manehttps://supermemory.ai/blog/empowering-the-next-generation-of-founders-supermemory-startup-program/https://supermemory.ai/blog/empowering-the-next-generation-of-founders-supermemory-startup-program/If there’s one thing we’ve learned while building Supermemory, it’s that most startups don’t fail because they didn't build features; they fail when infrastructure slows them down, or they built too slow.Wed, 31 Dec 2025 08:44:26 GMTNewsShardul Manehttps://supermemory.ai/blog/building-code-chunk-ast-aware-code-chunking/https://supermemory.ai/blog/building-code-chunk-ast-aware-code-chunking/At Supermemory, we're building context engineering infrastructure for AI. A huge part of that is dealing with code: ingesting repos, understanding structure, and making it searchable. The problem is that most code chunking solutions are terrible. We built code-chunk to fix this.Mon, 29 Dec 2025 20:45:44 GMTEngineeringShoubhithttps://supermemory.ai/blog/supermemory-raises-3-million-and-building-the-best-memory-engine-for-llms/https://supermemory.ai/blog/supermemory-raises-3-million-and-building-the-best-memory-engine-for-llms/Today, I am excited to announce our first funding round to accelerate our mission of building an interoperable, scalable and reliable memory for LLMs and agents. Memory is one of the hardest challenges in AI right now.Mon, 06 Oct 2025 16:35:17 GMTNewsDhravya Shahhttps://supermemory.ai/blog/unified-memory-that-works-where-you-work-your-second-brain-with-supermemory/https://supermemory.ai/blog/unified-memory-that-works-where-you-work-your-second-brain-with-supermemory/Hi everyone, I’m Dhravya, the founder of Supermemory. I want to start with a little story behind why this product means so much to me. You can also skip straight to what it is and how it works below.Fri, 25 Jul 2025 17:16:18 GMTEngineeringDhravya Shahhttps://supermemory.ai/blog/supermemory-just-got-faster-on-planetscale/https://supermemory.ai/blog/supermemory-just-got-faster-on-planetscale/What is Supermemory? Supermemory completes the missing part of the LLM puzzle: memory. Just as memory is crucial for human intelligence, it's essential for truly intelligent AI systems.Fri, 18 Jul 2025 18:38:14 GMTEngineeringDhravya Shahhttps://supermemory.ai/blog/faster-smarter-reliable-infinite-chat-supermemory-is-context-engineering/https://supermemory.ai/blog/faster-smarter-reliable-infinite-chat-supermemory-is-context-engineering/People are obsessed with prompts and prompt engineering. Sure, what you say is important, but what the model knows when you say it is the difference between a stateless text generator and an intelligent AI system. In short, context is the most crucial component.Wed, 09 Jul 2025 07:13:42 GMTNewsDhravya Shahhttps://supermemory.ai/blog/we-solved-ai-api-interoperability/https://supermemory.ai/blog/we-solved-ai-api-interoperability/One API to rule them all, One spec to find them, One library to bring them all and in the TypeScript, bind them. When we were building the the Infinite Chat API, initially, we only supported the OpenAI format. This was fine, until a lot of our customers started asking, asking for more.Mon, 07 Jul 2025 02:35:52 GMTEngineeringAlex Fosterhttps://supermemory.ai/blog/the-ux-and-technicalities-of-awesome-mcps/https://supermemory.ai/blog/the-ux-and-technicalities-of-awesome-mcps/Last month, we launched the Supermemory MCP, mostly to test our own infrastructure and get some initial traction. It blew up. To my absolute surprise, the initial launch itself got half a million impressions (!!!). Then, we launched and got #2 on ProductHunt too.Sun, 08 Jun 2025 05:13:09 GMTEngineeringDhravya Shahhttps://supermemory.ai/blog/memory-engine/https://supermemory.ai/blog/memory-engine/Language is at the heart of intelligence, but what truly powers meaningful interaction is memory — the ability to accumulate, recall, and contextualize information over time. Large Language Models (LLMs) have mastered language, but memory remains their Achilles’ heel.Thu, 05 Jun 2025 19:20:31 GMTEngineeringDhravya Shah