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🧠 Memory Allocation Strategies

Arenas, Garbage Collection, Pool Allocators, Memory Fragmentation

After a year in the LLM wilderness, I think the 'memory problem' isn't a bug—it's a business model. So I went a different way.
reddit.com·15h·
Discuss: r/LocalLLaMA
🪄Prompt Engineering
Containers are available in public beta for simple, and programmable compute
blog.cloudflare.com·22h·
Discuss: Hacker News
🌐Pingora
The one-more-re-nightmare compiler (2021)
applied-langua.ge·21h·
Discuss: Lobsters, r/programming
🔍RegEx Engines
Black-Box Test Code Fault Localization Driven by Large Language Models and Execution Estimation
arxiv.org·10h
🕯️Candle
Flynn Was Right: How a 2003 Warning Foretold Today’s Architectural Pivot
semiwiki.com·21h
⚡Hardware Acceleration
AMD researchers reduce graphics card VRAM capacity of 3D-rendered trees from 38GB to just 52 KB with work graphs and mesh nodes — shifting CPU work to the GPU y...
tomshardware.com·3h
🖥GPUs
Build a Personalized AI Assistant with Postgres
supabase.com·7h
💾Prompt Caching
Introducing Northguard and Xinfra: Scalable log storage at Lin...
linkedin.com·14h
📂LiteFS
How I use Claude Code
jonatkinson.co.uk·5h
🪄Prompt Engineering
HW Security: Multi-Agent AI Assistant Leveraging LLMs To Automate Key Stages of SoC Security Verification (U. of Florida)
semiengineering.com·7h
🕳LLM Vulnerabilities
Compbolt: A lib with a hard to misuse API (based on Matt Godbolt)
github.com·5h·
Discuss: Hacker News
🦀Rust Compiler Internals
Cut Django Database Latency by 50-70ms with Native Connection Pooling
saurabh-kumar.com·18h·
Discuss: Hacker News
💾Databases
Game Review, Mosa Lina
hyruli.net·21h
🦋Tauri
Build a Compiler from Scratch, Part0: Introduction
blog.sylver.dev·14h
⚙️Language Runtimes
6 Key Security Risks in LLMs: A Platform Engineer’s Guide
thenewstack.io·19h
🕳LLM Vulnerabilities
Scaling Pinterest ML Infrastructure with Ray: From Training to End-to-End ML Pipelines
medium.com·22h·
Discuss: Hacker News
🕯️Candle
The collective waste caused by poor documentation
shanrauf.com·12h·
Discuss: Hacker News
👨‍💻Software development practices
Microservices Architecture Decision: Entity based vs Feature based Services
reddit.com·5h·
Discuss: r/SoftwareEngineering
🌐Distributed systems
Introduction to the Fundamentals of Amazon Redshift
redshift-observatory.ch·5h
⚙️Database Internals
What LLMs Know About Their Users
schneier.com·3h
🪄Prompt Engineering
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