[Blog](https://supermemory.ai/blog/) · Author

# Dhravya Shah.

Founder of Supermemory. Building AI memory infrastructure and context engineering tools. 19-year-old founder based in San Francisco.

1. [We're open sourcing the company brain. Here's how we designed the multiplayer harness Company Brain is now open source. A walkthrough of the multiplayer harness behind its Slack experience, from proactivity and memory boundaries to approvals and recovery. NewsSep 25, 2026 ](https://supermemory.ai/blog/open-sourcing-company-brain/)
2. [Jev changes a lot in memory & context engineering. Here's exactly how. We tested Jev across reranking, chunking, observation, and harness decisions. Here is where fast decision models help memory systems, where they cost more, and where they still fall short. EngineeringSep 24, 2026 ](https://supermemory.ai/blog/jev-memory-context-engineering/)
3. [I reverse-engineered Instinct's memory. Here's exactly how it works Instinct keeps its memory as git-tracked markdown files, found with grep rather than vectors. Here is the whole system as far as black-box probing can reconstruct it, and how to rebuild it on supermemory in about 60 lines. EngineeringSep 20, 2026 ](https://supermemory.ai/blog/reverse-engineering-instinct-memory/)
4. [Supermemory vs Mem0 — Features, Benchmarks and Evaluation Compare Supermemory and Mem0 using documented capabilities, benchmark methodology, deployment options and a workload-specific cost model. LearningSep 17, 2026 ](https://supermemory.ai/blog/supermemory-vs-mem0/)
5. [An update to supermemory We've discontinued the supermemory company brain and Nova. Everyone who was charged has been refunded, our MCP and plugins continue to run, and we're going all in on the memory engine. NewsSep 10, 2026 ](https://supermemory.ai/blog/an-update-to-supermemory/)
6. [Hermes Agent Memory with Supermemory Configure the Hermes memory provider, inspect capture and recall, and separate work and personal context with explicit container settings. LearningJul 14, 2026 ](https://supermemory.ai/blog/hermes-agent-memory/)
7. [Mem0 Alternatives — How to Compare Memory Systems Evaluate Supermemory, Zep, Letta, Cognee and a custom memory stack against your data, lifecycle, hosting and migration requirements. LearningJul 13, 2026 ](https://supermemory.ai/blog/mem0-alternatives/)
8. [Migrating from Mem0 to supermemory: a production playbook for the v5 API To move from Mem0 Platform to supermemory, map each Mem0 entity scope to one supermemory namespace, import memories with stable IDs, rewrite the read path and run both systems side by side. A production playbook for the v5 API, with rollback. LearningJul 11, 2026 ](https://supermemory.ai/blog/migrate-from-mem0-to-supermemory/)
9. [OpenCode Memory with the Supermemory Plugin OpenCode doesn't remember earlier sessions on its own. It reads the instructions you write in AGENTS.md. The supermemory plugin adds memory that's saved as you work and recalled on each prompt, in OpenCode 1 and OpenCode 2. LearningJul 10, 2026 ](https://supermemory.ai/blog/opencode-memory/)
10. [Supermemory vs Cognee — Memory Features and Deployment Trade-offs Compare documented Supermemory and Cognee capabilities, including managed hosting, multimodal input, memory operations and evaluation methodology. LearningJun 20, 2026 ](https://supermemory.ai/blog/supermemory-vs-cognee/)
11. [Scaling Conversations: How Adapta Grew Usage Without Losing Context Adapta added Supermemory as a persistent memory layer so every conversation keeps its context — letting the team scale usage without losing the thread. Case StudyJun 12, 2026 ](https://supermemory.ai/blog/adapta-scaling-conversations/)
12. [How Chatarmin Ditched RAG and Went Memory-Only with Supermemory Chatarmin replaced a heavy RAG pipeline with Supermemory's memory layer — cutting average AI response time from 40s to 12s and token usage by 40–50%. Case StudyJun 10, 2026 ](https://supermemory.ai/blog/chatarmin-memory-only/)
13. [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. EngineeringMay 28, 2026 ](https://supermemory.ai/blog/smfs-making-agentic-retrieval-55-cheaper-and-more-accurate/)
14. [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. EngineeringMay 25, 2026 ](https://supermemory.ai/blog/introducing-dynamic-dreaming-supermemory-now-connects-the-dots-for-you/)
15. [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. EngineeringMay 18, 2026 ](https://supermemory.ai/blog/dear-reader-we-just-made-supermemory-insanely-cheap-the-context-cloud/)
16. [OpenClaw Memory Problems: Why It Forgets and How to Fix It (2026) OpenClaw remembers by writing Markdown files in its workspace, so it forgets anything the agent didn't save. Why that breaks down, how the supermemory plugin recalls and saves on every turn instead, and how to install it, free on every plan. EngineeringFeb 19, 2026 ](https://supermemory.ai/blog/why-everyone-is-complaining-about-openclaws-memory-it-sucks-and-why-supermemory-fixes-it/)
17. [Best memory for Claude Code in 2026: built-ins, plugins and supermemory Start with what Claude Code already has. CLAUDE.md holds the rules you write and auto memory holds Claude's own notes. Then compare claude-mem, other memory plugins and supermemory on the same six questions. LearningJan 30, 2026 ](https://supermemory.ai/blog/we-added-supermemory-to-claude-code-its-insanely-powerful-now/)
18. [Clawd / Molt bot's 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. EngineeringJan 28, 2026 ](https://supermemory.ai/blog/clawd-molt-bots-memory-sucks-we-gave-it-supermemory/)
19. [AI's next big thing: personalization and (super)memory. A perspective on useful AI personalization, with the boundaries between retrieval, changing facts, profiles and durable memory made explicit. LearningJan 24, 2026 ](https://supermemory.ai/blog/ais-next-big-thing-personalization-and-super-memory/)
20. [Supermemory raises $3 million with 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. NewsOct 6, 2025 ](https://supermemory.ai/blog/supermemory-raises-3-million-and-building-the-best-memory-engine-for-llms/)
21. [Mem0 vs Supermemory: Why Scira Switched Scira AI moved its production memory layer from Mem0 to Supermemory. This is what failed, what improved, and how the team evaluated the two systems. Case StudyOct 2, 2025 ](https://supermemory.ai/blog/why-scira-ai-switched/)
22. [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. EngineeringJul 25, 2025 ](https://supermemory.ai/blog/unified-memory-that-works-where-you-work-your-second-brain-with-supermemory/)
23. [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. EngineeringJul 18, 2025 ](https://supermemory.ai/blog/supermemory-just-got-faster-on-planetscale/)
24. [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. NewsJul 9, 2025 ](https://supermemory.ai/blog/faster-smarter-reliable-infinite-chat-supermemory-is-context-engineering/)
25. [The Wow Factor of Memory - How Flow Used Supermemory To Build Smarter, Stickier Products Overview: Flow is a note-taking app built around a bold vision: to create a more personal, context-aware writing experience powered by AI. At the heart of this mission is memory. Case StudyJun 14, 2025 ](https://supermemory.ai/blog/the-wow-factor-of-memory-how-flow-used-supermemory-to-build-smarter-stickier-products/)
26. [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. EngineeringJun 8, 2025 ](https://supermemory.ai/blog/the-ux-and-technicalities-of-awesome-mcps/)
27. [Architecting a memory engine inspired by the human brain 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. EngineeringJun 5, 2025 ](https://supermemory.ai/blog/memory-engine/)

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