How OpenClaw's Memory System Actually Works

LLMs have no memory. OpenClaw builds the illusion of memory from files, conversation history, and retrieval — three subsystems working together. Here's how each one works, and where each one breaks.

Reference vs Value: The & Operator Mystery!

PHP's pass-by-reference vs JavaScript's object references - CONFUSING but important!

#php #javascript #phpvsjs #passbyreference #passbyvalue #references #memorymanagement #viralcoding #programmingconcepts #mindblown #gotchas #syntaxcomparison

https://www.youtube.com/watch?v=h2cpk5xxQCI

Reference vs Value: The Operator Mystery! #passbyvalue

YouTube
Investing in Infrastructure: Meta’s Renewed Commitment to jemalloc

Meta recognizes the long-term benefits of jemalloc, a high-performance memory allocator, in its software infrastructure. We are renewing focus on jemalloc, aiming to reduce maintenance needs and mo…

Engineering at Meta
In this riveting snooze-fest, Jess Espino unravels the mysteries of Go's Scheduler, because clearly, there’s nothing more thrilling than P processors and lock-free allocations 💤🔧. For those of you who’ve always dreamed of understanding memory caches while dozing off, this 23-minute read is your golden ticket 🎟️🚪.
https://internals-for-interns.com/posts/go-runtime-scheduler/ #GoScheduler #MemoryManagement #TechReading #DeveloperHumor #HackerNews #ngated
The Scheduler | Internals for Interns

In the previous article we explored how Go’s memory allocator manages heap memory — grabbing large arenas from the OS, dividing them into spans and size classes, and using a three-level hierarchy (mcache, mcentral, mheap) to make most allocations lock-free. A key detail was that each P (processor) gets its own memory cache. But we never really explained what a P is, or how the runtime decides which goroutine runs on which thread. That’s the scheduler’s job, and that’s what we’re exploring today.

Internals for Interns
DOS Memory Management | OS/2 Museum

Why is my first C++ (m)allocation always 72 KB?

Why is my first C++ (m)allocation always 72 KB?? It’s the ’emergency pool’ for exceptions, here’s how I uncovered it using GDB and digging through the source code of libstdc++, glibc and Valgrind!

Allocating on the Stack - The Go Programming Language

A description of some of the recent changes to do allocations on the stack instead of the heap.

OutOfMemoryError isn’t a memory problem.
It’s a reference problem.
Objects stay alive because references stay alive.
GC can’t free what’s still reachable.

Visit: https://blog.heaphero.io/java-outofmemoryerror-heap-space/

Fix references → Fix memory.
#Java #JVM #MemoryManagement #OutOfMemoryError

How to Solve OutOfMemoryError: Java heap space

Learn how to fix the Java heap space error in your Java applications. Find out what causes it and discover effective solutions.

HeapHero – Java & Android Heap Dump Analyzer

Người dùng Reddit chia sẻ thách thức khi chạy LLM 7B cục bộ: vấn đề bộ nhớ ngắn hạn khiến model hallucinate do thiếu ngữ cảnh ban đầu. Đã thử giải pháp tóm tắt bằng model 3B nhưng không hiệu quả. Bạn có kinh nghiệm nào về quản lý bộ nhớ dài hạn cho LLM?

#LLMs #MemoryManagement #LocalAI #VietnameseAI #TríTuệNhânTạo #QuảnLýBộNhớ

https://www.reddit.com/r/LocalLLaMA/comments/1qm6r2f/solving_memory_issues_for_llms/

Understanding C++ Ownership System