Product
New in Kumbukum & browser extension
The Kumbukum Browser Extension v2 is here. auto-captures websites and email sidepanel integration. Alongside the extension, Kumbukum itself has seen a wave of improvements.
Kumbukum Blog
TLDR:
AI memory guides and comparisons.
Kumbukum is an open-source shared memory layer for teams that need AI context across assistants, code review, support, email, and research. Start with the comparison hub, the MCP memory alternatives guide, or the use-case pages for support teams, code review, and AI email triage.
AI
Why Centralized Wikis Fail: Building a Resilient Team Memory Layer
When critical tools like Notion go offline, business operations grind to a halt because team knowledge is trapped in a single proprietary silo. Modern teams cannot afford to have their
AI
Simplifying Knowledge Capture: Why Complex Wikis Are Failing Teams
Traditional note-taking tools and wikis promise organization but often deliver overwhelming complexity and steep learning curves. When capturing ideas feels like a chore, valuable knowledge gets lost in the noise.
AI
Why AI tools Have No Continuity
Power users waste hours every week re-explaining context to AI tools. The fresh-session handoff is a tax you should not have to pay.
Product
New in Kumbukum: faster MCP, sturdier search, self-hostable observability
The last few weeks brought a wave of plumbing work to Kumbukum — the kind of changes you don't see in screenshots but feel every time you search, sync, or open the MCP. Here's what landed.
AI
You Use 3 AI Tools. None of Them Share Memory.
You have Claude, ChatGPT, and Cursor open. None of them share memory. Here is what that fragmentation costs you -- and how to fix it with an open-source shared memory layer.
AI
Context Rot: Why Stuffing a 1M Token Window Makes AI Dumber
Stuffing your AI's context window with everything you can find does not make it smarter. It makes it worse. Here is why context rot is real -- and how curated memory fixes it.
AI
Institutional Memory for Code Review: Why AI Needs Your Repo PR History
Your AI sees the code, but not the story. Discover how capturing your repo's PR history as institutional memory can revolutionize AI-powered code review and prevent re-litigation of old decisions.
AI
Context Engineering: The Skill That Makes AI Actually Useful in 2026
Prompt engineering got you here. Context engineering is what takes AI from generic to genuinely useful.
AI
Your AI Remembers Your Name. It Still Doesnt Know Your Business.
Native AI memory saves your preferences. It ignores your projects. Here is why that gap matters and what a real persistent memory layer looks like.
AI
Stop Building .cognition/ Folders: AI Memory Workarounds Are a Symptom, Not a Fix
If your AI workflow depends on hand-built .cognition folders, prompt rituals, and recap files, the problem is not your discipline. The problem is the missing memory layer.
AI
Why Claude Code and Cursor Keep Losing Your Architecture Decisions
Every time you start a new Claude Code or Cursor session, you re-explain the same architecture decisions. There's a fix — and it's not a better config file.