Feb 21 · 4 min read · Building a Private AI Memory System: Local Mem0 with Qdrant + Ollama Ever wanted your AI assistant to remember things... but without sending all that data to the cloud? I've been using Mem0 for my age
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Feb 19 · 7 min read · There's a moment every developer who builds multi-session AI agents hits. You've spent time crafting a workflow. Your agent is doing real work — analyzing code, researching topics, investigating a problem. It's surfacing insights you genuinely couldn...
Join discussionFeb 18 · 3 min read · Introduction Memory is one of the most critical resources in a computer system.An Operating System (OS) manages memory efficiently so that multiple programs can run smoothly without conflicts or crashes. Two key concepts in this area are Memory Manag...
Join discussionFeb 17 · 1 min read · Why do our local AI agents (Cursor, Windsurf, Claude) forget everything? Because we're treating cognitive memory like throwaway logs. I just released v1.0.7 of Nucleus-MCP, a sovereign command deck for AI agents. It implements a local-first memory mo...
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Feb 15 · 6 min read · O Garbage Collector (GC) no .NET não é mágica, ele gerencia o Managed Heap (memória gerenciada), permitindo que você instancie objetos sem se preocupar em desalocá-los explicitamente. A ilusão perigosa é achar que o GC é “de graça”. Cada vez que ele ...
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Feb 12 · 2 min read · The Whiteboard vs The Notebook Imagine two situations: 🧾 Notebook (Immutable) – If you write something and want to change it, you can’t erase the ink. You must write a new page. 🧑🏫 Whiteboard (Mutable) – You can erase and rewrite on the same boar...
Join discussionFeb 12 · 12 min read · In most languages, the stack and heap are two ways a program stores data in memory, managed by the language runtime. Each is optimized for different use cases, such as fast access or flexible lifetimes. Go follows the same model, but you usually don’...
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Feb 10 · 13 min read · TLDR: Java memory is split into two main areas: the Stack for method execution frames and primitives, and the Heap for all objects. Understanding their differences is essential for avoiding stack overflow errors, memory leaks, and garbage collection ...
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