mem0(@mem0ai)

That is the real debugging surface. Memory should not be a giant prompt stuffed with old conversatio...

mem0 (@mem0ai) — Thu, 13 Aug 2026 15:31:41 GMT

That is the real debugging surface.
Memory should not be a giant prompt stuffed with old conversations.

It needs its own layer.
That’s what we’re building at Mem0.

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Most failures people blame on “the model” actually happen somewhere in this pipeline. - Extraction ...

mem0 (@mem0ai) — Thu, 13 Aug 2026 15:31:40 GMT

Most failures people blame on “the model” actually happen somewhere in this pipeline.

- Extraction missed the fact.
- The system stored temporary noise.
- Update logic failed to resolve a conflict.
- Retrieval pulled the wrong memory.

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Dumbledore didn’t keep every memory rattling around in his head. He extracted the important ones int...

mem0 (@mem0ai) — Thu, 13 Aug 2026 15:31:36 GMT

Dumbledore didn’t keep every memory rattling around in his head. He extracted the important ones into a Pensieve, then pulled them out when needed.  

Roughly how a good AI memory layer works too. Want to know what happens to today’s message while recalling 3 sessions later?

Your browser does not support the video tag.

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Mem0 plugin is now listed in Cursor Marketplace: add it once, and every chat can recall decisions, f...

mem0 (@mem0ai) — Wed, 12 Aug 2026 15:19:37 GMT

Mem0 plugin is now listed in Cursor Marketplace: add it once, and every chat can recall decisions, fixes, and conventions from across your whole codebase history. Not just this session.

The plug-in is here: cursor.com/marketplace/me…

Your browser does not support the video tag.

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https://t.co/CuxhcNmG3w

mem0 (@mem0ai) — Thu, 06 Aug 2026 14:58:48 GMT

x.com/i/article/2085…

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Supersede and Merge run on every plan, as memories are added. Synthesis is opt-in (Pro and above) an...

mem0 (@mem0ai) — Wed, 05 Aug 2026 15:30:02 GMT

Supersede and Merge run on every plan, as memories are added. Synthesis is opt-in (Pro and above) and runs on a schedule, so new patterns can take up to a day to show up.
Read the full blog here: 👉mem0.ai/blog/stale-ai-…F

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The interesting part is Synthesis. "Grip endurance is the ceiling" and "the engine (ski and row) is ...

mem0 (@mem0ai) — Wed, 05 Aug 2026 15:30:01 GMT

The interesting part is Synthesis.
"Grip endurance is the ceiling" and "the engine (ski and row) is a strength" were never written in any single memory.
Dream distilled them from the pattern across sessions, so the coach could confidently prescribe a grip-focused block.

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We tested whether AI agent memory has to get messier over time, or if it can clean itself up. Here's...

mem0 (@mem0ai) — Wed, 05 Aug 2026 15:29:46 GMT

We tested whether AI agent memory has to get messier over time, or if it can clean itself up. Here's what happened when we ran Mem0's new Dream feature on a Hyrox athlete's training log.

Your browser does not support the video tag.

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Try it now: https://t.co/PzaIP7PvAH Read our blog: https://t.co/a5HaMhqjXF

mem0 (@mem0ai) — Tue, 04 Aug 2026 15:14:50 GMT

Try it now: app.mem0.ai/dashboard/dream
Read our blog: mem0.ai/blog/dream-bac…

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Most active projects carry a few memories that quietly contradict each other. We built something for...

mem0 (@mem0ai) — Tue, 04 Aug 2026 15:13:19 GMT

Most active projects carry a few memories that quietly contradict each other. We built something for that!

Introducing Dream, the background layer that keeps mem0 memory clean, current, and true.
 → Merge: facts that repeat get folded into one clear memory
→ Supersede: the old fact stays as history, the new fact becomes the truth
→ Synthesis: not one memory — a pattern built from many, traced back to each one

Excited to share that we're live today on Pro and Enterprise!

Your browser does not support the video tag.

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We cut vector search latency by 70x, from 8–14 seconds to ~110–120 ms. The biggest unlock? Moving ve...

mem0 (@mem0ai) — Mon, 03 Aug 2026 15:12:42 GMT

We cut vector search latency by 70x, from 8–14 seconds to ~110–120 ms. The biggest unlock? Moving vector search to @turbopuffer  and keeping Postgres focused on what it does best.

If you're building memory infra for AI agents, this one's  for you: mem0.ai/blog/how-we-cu…

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Screenshots are real, tell us which one's happened to you. Stay tuned to see how we solved it.. #c...

mem0 (@mem0ai) — Fri, 31 Jul 2026 16:31:05 GMT

Screenshots are real, tell us which one's happened to you. 

Stay tuned to see how we solved it..
#comingsoon

Your browser does not support the video tag.

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Want the full breakdown of both experiments? Read the full blog here: 👇 https://t.co/Rhy8DdCrbz

mem0 (@mem0ai) — Thu, 30 Jul 2026 15:27:47 GMT

Want the full breakdown of both experiments? Read the full blog here: 👇
mem0.ai/blog/how-mem0-…z

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Without memory, that's a coin flip. The new session had no way to know the preference existed, so it...

mem0 (@mem0ai) — Thu, 30 Jul 2026 15:27:46 GMT

Without memory, that's a coin flip. The new session had no way to know the preference existed, so it defaulted to a list comprehension. With Mem0, Claude opened with an explicit for-loop.
Claude’s /clear command wipes the model's context, not Mem0's stored memories. So, your memories stay on its platform, reachable via the MCP server regardless of the current session.

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We tested whether memory actually saves tokens in Claude Code or if that's just a talking point!! 1...

mem0 (@mem0ai) — Thu, 30 Jul 2026 15:27:43 GMT

We tested whether memory actually saves tokens in Claude Code or if that's just a talking point!!

13,700 tokens vs. 445 tokens

Here are two experiments we ran on the same repo, one with Mem0 and one without.

Your browser does not support the video tag.

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https://t.co/5fdf5zfWub

mem0 (@mem0ai) — Wed, 29 Jul 2026 15:03:05 GMT

x.com/i/article/2082…

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See you in Palo Alto! 👇 https://t.co/Gb8xki4b2O

mem0 (@mem0ai) — Fri, 24 Jul 2026 15:45:58 GMT

See you in Palo Alto! 👇promptdriven.ai/events/build-f…O

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Build fast. Launch loud. Never forget. Mem0 is proud to support the upcoming @Prompt_Driven Devel...

mem0 (@mem0ai) — Fri, 24 Jul 2026 15:45:20 GMT

Build fast. Launch loud. Never forget. 

Mem0 is proud to support the upcoming @Prompt_Driven  Development Hackathon in Palo Alto!

Going from idea to live app in 12 hours? Make sure your AI agents actually remember user intent across conversations with Mem0.

What to expect:

- Ship AI products using prompt-first workflows
- Integrate Mem0’s memory layer for persistent context

Bonus: Our very own @RudrajMehta  (Product at Mem0) will be on the ground as a judge evaluating top builds! 🏆

We’re excited to support the builder community and provide resources for participants as they experiment with new ways of developing software.

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6/ So no, the fix isn't a bigger window or a bigger transcript. It's treating memory as its own thin...

mem0 (@mem0ai) — Wed, 22 Jul 2026 15:27:20 GMT

6/ So no, the fix isn't a bigger window or a bigger transcript. It's treating memory as its own thing, with its own rules for what to keep, update, or throw away. That's what we spend most of our time on at Mem0.

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Which of these did you believe the longest?

mem0 (@mem0ai) — Wed, 22 Jul 2026 15:27:20 GMT

Which of these did you believe the longest?

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Here are 5 Memory Myths destroying them in 2026.👇

mem0 (@mem0ai) — Wed, 22 Jul 2026 15:27:17 GMT

Here are 5 Memory Myths destroying them in 2026.👇

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https://t.co/cBO8YIxQLh

mem0 (@mem0ai) — Tue, 21 Jul 2026 15:11:23 GMT

x.com/i/article/2079…

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Friday rule: reply to this with ONLY a screenshot of what you shipped this week. No captions. No exp...

mem0 (@mem0ai) — Fri, 17 Jul 2026 16:22:20 GMT

Friday rule: reply to this with ONLY a screenshot of what you shipped this week.
No captions. No explanations. Just the screenshot.
Let's see what everyone is building!

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- Read the blog: https://t.co/2oESZjOVNo - Nemotron 3 Embed: https://t.co/A1QNSHOO5O

mem0 (@mem0ai) — Thu, 16 Jul 2026 16:34:38 GMT

- Read the blog: mem0.ai/blog/how-mem0-…
- Nemotron 3 Embed: huggingface.co/nvidia/Nemotro…

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We evaluated Nemotron-3-Embed from @NVIDIAAI for our @mem0ai memory retrieval pipeline Tested on lo...

mem0 (@mem0ai) — Thu, 16 Jul 2026 16:34:37 GMT

We evaluated Nemotron-3-Embed from @NVIDIAAI for our @mem0ai memory retrieval pipeline

Tested on longmemeval: retrieval@10 improved from 78.71 to 80.38 over qwen-3-600m

A few things made it a good fit for how we operate: open weights, NVFP4 support on Blackwell for efficient inference, and strong throughput, which matters for a system where writes happen constantly.

A breakdown on how Mem0 uses embeddings and Nemotron-3-embed evaluation below👇

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Mem0 is now an official Anthropic connector. No CLI, no config file, no npx mcp-add Just search "M...

mem0 (@mem0ai) — Tue, 14 Jul 2026 15:14:51 GMT

Mem0 is now an official Anthropic connector. 
No CLI, no config file, no npx mcp-add

Just search "Mem0" in Claude's Connectors directory, connect your account, and every chat on claude.ai, Desktop, or Cowork remembers context across weeks, not just one session.

Claude Code + API devs already had this. Now everyone else does too. 🧠

Try it out:claude.ai4 → "+" → Connectors → search "Mem0"

Your browser does not support the video tag.

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https://t.co/Rzd6LrWGfP

mem0 (@mem0ai) — Thu, 09 Jul 2026 20:10:49 GMT

github.com/mem0ai/openmem…

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https://t.co/U0CkQJfYgd

mem0 (@mem0ai) — Thu, 09 Jul 2026 18:29:20 GMT

github.com/mem0/OpenMemory

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Developers should not be locked into one AI model. We built openmemory v2 so you can take your conte...

mem0 (@mem0ai) — Thu, 09 Jul 2026 18:28:59 GMT

Developers should not be locked into one AI model. We built openmemory v2 so you can take your context anywhere.

Move your coding sessions between Claude and Codex in seconds.

Try it today and test drive GPT 5.6 without losing your progress.

Taranjeet@taranjeetio

GPT‑5.6 is rolling out in Codex.

If your best coding sessions live in Claude Code, that shouldn’t stop you from trying it.

Introducing openmemory v2. An open-source CLI to port coding sessions across Codex, Claude Code, and OpenCode.

Your context should move with your model.

github.com/mem0ai/openmem…

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https://t.co/oFtjrlPxJU

mem0 (@mem0ai) — Tue, 07 Jul 2026 15:03:49 GMT

x.com/i/article/2072…

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Thinking about making this a recurring thing 👀 if we hosted a coworking day at the mem0 office, wh...

mem0 (@mem0ai) — Fri, 03 Jul 2026 04:07:22 GMT

Thinking about making this a recurring thing 👀

if we hosted a coworking day at the mem0 office, what day would work best for you?

Zuny@hizuny

a couple thoughts after this week of hosting my first events with @mem0ai:

people walked in already knowing each other. people say sf is a small world, but it was so cool to see that in action.

i started the week wondering how we'd get people through the door. by today's event, we ended with 70 rsvps... 70!! not something i expected a few weeks into living in sf.

the best part, though, was hearing why people are choosing sf.

the things people are working on feel like sci-fi meeting reality, and the people who are going to build that future are here.

feeling really grateful i get to be a part of it and help create space for it. excited to take everything we learned this week and keep building. 💌

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Breakfast burritos for the early birds 🌯

mem0 (@mem0ai) — Thu, 02 Jul 2026 17:48:32 GMT

Breakfast burritos for the early birds 🌯

Zuny@hizuny

woke up to a lot more rsvps than expected...  so we ordered breakfast burritos for the first 15 people 🌯

coffee's on all day at @mem0ai hq :)

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Looking forward to meeting some of you.

mem0 (@mem0ai) — Wed, 01 Jul 2026 16:49:03 GMT

Looking forward to meeting some of you.

Zuny@hizuny

monday was such a good time we’re doing it again.

come cowork from the @mem0ai office today and tomorrow.

steps away from ai engineer world’s fair.

coffee and snacks on us :)

luma.com/mem0-gan0

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https://t.co/GiJJa7mdDw

mem0 (@mem0ai) — Tue, 30 Jun 2026 16:12:14 GMT

x.com/i/article/2071…

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https://t.co/z9j7v1E6he

mem0 (@mem0ai) — Fri, 26 Jun 2026 16:13:49 GMT

x.com/i/article/2070…

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- Blog: https://t.co/dc6WwssEDz - Mem0 Pi plugin: https://t.co/n1RVqrX0Tn - Get Mem0 API key here: h...

mem0 (@mem0ai) — Tue, 23 Jun 2026 16:54:33 GMT

- Blog: mem0.ai/blog/introduci…
- Mem0 Pi plugin: pi.dev/packages/@mem0…
- Get Mem0 API key here: app.mem0.ai

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We gave Pi Code persistent memory with Mem0 Launching the Mem0 plugin for Pi Code: persistent, sc...

mem0 (@mem0ai) — Tue, 23 Jun 2026 16:54:32 GMT

We gave Pi Code persistent memory with Mem0  

Launching the Mem0 plugin for Pi Code: persistent, scoped, semantic memory across sessions and projects.  

It captures what matters, searches by meaning, and brings the right context back when your agent needs it.  

Try it out: pi install npm:@ mem0/pi-agent-plugin

Your browser does not support the video tag.

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https://t.co/Cvv7bYHNuf

mem0 (@mem0ai) — Wed, 17 Jun 2026 17:55:23 GMT

x.com/i/article/2067…

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Ready for a mem0rable game night with @mem0ai 👀🃏 Which game are you most excited for? 🎲♟️✨

mem0 (@mem0ai) — Fri, 12 Jun 2026 22:49:37 GMT

Ready for a mem0rable game night with @mem0ai 👀🃏

Which game are you most excited for? 🎲♟️✨

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RSVP: https://t.co/NAMNhxDYyU

mem0 (@mem0ai) — Thu, 11 Jun 2026 03:14:00 GMT

RSVP:
luma.com/vsd-sf?tk=I4R6…

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Join us tomorrow at 10 AM at @qdrant’s Vector Space Day SF. Mem0 CEO & Co-founder, Taranjeet Si...

mem0 (@mem0ai) — Thu, 11 Jun 2026 03:13:25 GMT

Join us tomorrow at 10 AM at @qdrant’s Vector Space Day SF.

Mem0 CEO & Co-founder, Taranjeet Singh @taranjeetio  will be speaking on why continual learning for agents starts with memory!

See you there 🧠

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Choose 1 :) Partiful: https://t.co/jLs764IKtk Luma: https://t.co/hWYSNg83T4

mem0 (@mem0ai) — Wed, 10 Jun 2026 15:37:47 GMT

Choose 1 :) 
Partiful: partiful.com/e/lLOQAaNowZxV…

Luma: luma.com/mem0-poker?utm…

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We’re bringing together the best researchers + builders in AI, context engineering, and memory for o...

mem0 (@mem0ai) — Wed, 10 Jun 2026 15:36:14 GMT

We’re bringing together the best researchers + builders in AI, context engineering, and memory for one night at the table - Mem0rable Poker Night.

🃏 Friday, June 12 · 7-11 PM 
@ Mem0 HQ

Poker Hold’em with professional dealers, Werewolf, game hosts, drinks, snacks, and a small intentional crowd. 🍕

Step away from the terminal + literature review for a night. 💻📚

Seats are limited 🃏
RSVP Link 👇

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https://t.co/Y1CIUQ1a8T

mem0 (@mem0ai) — Tue, 09 Jun 2026 16:24:28 GMT

x.com/i/article/2064…

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Sign Up here: https://t.co/jI3ot1Gjng

mem0 (@mem0ai) — Fri, 05 Jun 2026 16:02:14 GMT

Sign Up here:
luma.com/k0188xwl?utm_s…

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If you’re in Pune, India, come build with us. Everyone is chasing better models. We’re spending a d...

mem0 (@mem0ai) — Fri, 05 Jun 2026 16:01:50 GMT

If you’re in Pune, India, come build with us.

Everyone is chasing better models. We’re spending a day on what actually makes agents work in production: 
memory, harnesses, tools, and context.

Because an agent is only as good as:
- the context it remembers
- the tools it can access
- the loop it runs in
- the state that survives after the session ends
Mem0 x @buildclub_ are bringing builders together for a full day of live walkthroughs, building, and demos around agent memory and harnesses.

Link below ↓

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Docs: Sign up at mem0 → https://t.co/8QbRGqiWgf Docs→ https://t.co/WKnfloiJdB

mem0 (@mem0ai) — Wed, 03 Jun 2026 20:05:43 GMT

Docs:

Sign up at mem0 → app.mem0.ai/?utm_source=mi…

Docs→ 
platform.minimax.io/docs/guides/mo…

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We’re bringing @MiniMax_AI M3 to Mem0 users. Mem0 users get 50% off this week, and Mem0 is an offic...

mem0 (@mem0ai) — Wed, 03 Jun 2026 20:03:22 GMT

We’re bringing @MiniMax_AI M3 to Mem0 users.

Mem0 users get 50% off this week, and Mem0 is an official launch partner for M3.

Try MiniMax M3 with Mem0’s memory layer.

M3’s 1M context window + Mem0’s long-term memory is a powerful combo.

M3 can handle massive context, while Mem0 retrieves the right user memories when they matter.

Personalized AI agents are getting a lot more real.

Link below 👇

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