The real AI problem is context quality, not just context length. Kumbukum keeps the right stuff around for the next session. kumbukum.com/blog/ai-chat...

Many AI agents fail to learn because they're missing key memory types. This guide reveals 5 essential memory architectures—short-term, semantic, episodic, procedural—that power advanced AI. Crucial for building robust, context-aware AI agents in production. www.linkedin.com/posts/leadge...

Razuna Files AI Chat actions bring AI into the media workflow. Less clicking, more doing. razuna.com/blog/files-a...

AI memory management is crucial for adaptive, personalized agents. This guide details best practices for LLMs and AI, covering short-term, long-term, and episodic memory strategies to effectively manage context. mem0.ai/blog/ai-memo...

Shared inboxes shouldn't feel like a digital scrum. The common mistake? Assuming more eyes mean better answers. Without clear support ops, it's just noise. A structured approach turns chaos into customer delight.

A Million Tokens Won't Save You kumbukum.com/blog/persist...

Context Rot Is Killing Your Coding Sessions kumbukum.com/blog/context...

Your AI can remember a detail and still miss the context that matters.\n\nKumbukum keeps the business layer durable.\n\nhttps://kumbukum.com/blog/your-ai-remembers-your-name-it-still-doesnt-know-your-business/

Auto-tagging should save time, not create more cleanup. Razuna is built for the real asset workflow. razuna.com/blog/ai-auto...

If your team is drowning in MP4s, the fix is not another folder. Razuna is built for the asset workflow. razuna.com/blog/video-a...

How to Add Persistent Memory to Claude Desktop in 60 Seconds kumbukum.com/blog/add-per...

New in Razuna: Live Folder Stacks & Customizable Folder Views! 📂 ✨ youtu.be/TV1Q_YEmYSU Get your free account (incl. 500 GB storage) at razuna.com

Apart from saving you a lot of tokens (money) and time, Kumbukum slowly becomes the vendor your data. Add notes, Urls, emails (and soon with an automated email layer) your AI tools knows your business without repetition. Just added this too youtu.be/JrOk-W7SEz0?...

We released the new Live Stacks for folders. Don't you think it looks awesome? youtu.be/TV1Q_YEmYSU?...

In case you missed this. New git sync options added in Kumbukum youtu.be/JrOk-W7SEz0?...

AI chats break. New chats forget. Kumbukum fixes the tradeoff. Fresh chat, same context. Less noise. kumbukum.com/blog/ai-chat...

Why AI Memory Is Still Fundamentally Broken (And How to Fix It) kumbukum.com/blog/why-ai-...

AI Memory Lock-In Is Coming — Here Is How to Stay Free kumbukum.com/blog/ai-memo...

Enten: "It's not just one poll. The five worst polls ever for any president on inflation, they all belong to Donald Trump and they have all occurred in the last month. What we're talking about here is the worst numbers ever. Joe Biden isn't in there. Jimmy Carter isn't in there."

MemPalace Is Viral But Is It Real Persistent Memory? kumbukum.com/blog/mempala...

Why Most MCP Memory Servers Make Your AI Worse kumbukum.com/blog/why-mos...

Why DIY AI Memory Always Breaks Down kumbukum.com/blog/why-diy...

AI Chats Break. New Chats Forget. Here's the Fix. kumbukum.com/blog/ai-chat...

AI Agents in Your DAM: The Shift from Smart Storage to Autonomous Workflows razuna.com/blog/ai-agen...

Why Dropbox Is Not a DAM (And When That Starts to Matter) razuna.com/blog/dropbox...

Now for some philosophy

Headless DAM: Why Your Content Stack Needs an API-First Asset Layer razuna.com/blog/headles...

In case you haven't seen this, but Git-sync with commit messages are now available in Kumbukum youtu.be/JrOk-W7SEz0?...

AEO for Marketing Teams: Why Your DAM Is the Missing Piece in AI Search razuna.com/blog/aeo-dig...

New: C2PA to detect AI-generated content razuna.com/blog/new-c2p...

What Are Social Media Assets? razuna.com/blog/what-ar...

AI chats break. New chats forget. Kumbukum fixes the tradeoff with durable memory. Fresh chat, same important context. kumbukum.com/blog/ai-chat...

Now available: Kumbukum kumbukum.com/blog/now-ava...

The Sonos app wouldn't be so bad if they would just do some things right. For instance, why are albums of artists not in the order they are released (I don't know the name of each new album)? That, and some other things, make me cringe each time I use it.

The shared inbox isn't a magical void where tasks disappear. Treating it like a personal inbox leads to missed customer issues and fragmented support ops. True efficiency means clear ownership, quick triage, and a defined workflow. Otherwise, you're just sharing the chaos.

@openalternative.co Hey, in case you missed this one: Kumbukum, open source memory infrastructure for teams. It's at kumbukum.com Intro: www.youtube.com/watch?v=DnNc... and of course github.com/kumbukum/kum...

I'm very excited about this new project. I know many are looking for this #stealth #opensource

Managani is coming !

Stop hunting for the approved logo. With Razuna, tag assets once, find any file in seconds using AI search by color, keyword, or visual similarity. Version control included. https://dub.sh/lAFuGp3

I've started a new venture as AI memory is still broken. Check it out: https://kumbukum.com/blog/introducing-kumbukum/ - Note: hosted or one-time lifetime :)

Bozo Musk wants to buy Cursor. Good that I just cancelled Cursor. Not using anything that the Bozo owns.

Google Drive adds some collaboration features and deeper integration with Google Workspace, but it lacks a metadata layer, rights management, and approval workflows. 👉 https://lttr.ai/Aqg0s #DropboxWorks— #DropboxBreaks #DAM

A proper digital asset management system attaches structured metadata to every file: keywords, asset type, campaign, creation date, usage rights, and colour profile. 👉 https://lttr.ai/Aqgqc #DropboxWorks— #DropboxBreaks #DAM

I've started a new venture as AI memory is still broken. Check it out: https://kumbukum.com/blog/introducing-kumbukum/ - Note: hosted or one-time lifetime :)

Kumbukum is now open-source! Give your AI tools trusted, shared memory that compounds knowledge across sessions and teams. Stop repeating yourself. https://dub.sh/yXYielA

So, I upgraded to the OpenAI Pro plan, paid, and then got a GPT-5.5. is at maximum, choose another model #fail #openai

I'm enjoying right now #OpenAI with #Codex and the latest GPT-5.5 model. It might make me switch from Opus...

We are finally live with our open source memory infrastructure for teams and AI tools. Right on the same day, #openai released gpt-5.5 #success #aimemory

I've started a new venture as AI memory is still broken. Check it out: https://kumbukum.com/blog/introducing-kumbukum/ - Note: hosted or one-time lifetime :)

Apart from having bidirectional git sync we are almost ready to release email ingestion for https::/kumbukum.com Full URL indexing (not just a page), git repo, email, memory, and notes. All searchable with semantic search, MCP, works with every AI tool and open source. ,💪⚡