Recent posts tagged memory

From scheduled tasks to an agent that actually forms an intention to come back to you Goumang and Sol · August 4, 2026 > This English edition follows the paragraph structure of the revised Chinese original. Where Chinese uses 想 for both meanings, t...

Most of the memory posts here are about getting storage working. This one is about what happens six months later, when it is working and the answers have quietly gotten worse. If you have shipped an agent that stores what users tell it, you have pro...

Your pods are being OOMKilled at 3 AM. Your latency p99 spikes every few minutes with no obvious cause. Your cluster scheduler is placing workloads on nodes that can’t sustain them. In most production Kubernetes incidents, misconfigured resourc...

Mastering Allocation-Free Data Processing with Span and Memory in Unity Introduction Tired of unpredictable stuttering and frustrating garbage collection (GC) spikes in your high-performance Unity game? Those erratic frame drops often stem from sub...

In my previous articles, I learned about functions, arrays, strings, and loops by imagining how they could help build an intelligent assistant like Jarvis. This week, I continued that journey by learning about 2D arrays, string functions, and pointe...

Reclaiming Efficiency: A Tutorial on the Core Memory Mindset In an era defined by terabytes of RAM, multi-core processors, and infinitely scalable cloud infrastructure, the concept of “resource scarcity” often feels like a relic of a bygone era. We ...

Hello, I'm Ganesh. I'm building git-lrc, an AI code reviewer that runs on every commit. It is free, unlimited, and source-available on Github. Star git-lrc on GitHub to help more developers discover the project. Do give it a try and share your feedba...

Eloquent’s Memory Bomb? You’re Likely Missing This! Even in 2026, a persistent ghost haunts many production Laravel applications: debilitating memory pressure when processing extensive datasets. While eager loading is standard practice for mitigatin...

> Series: Building with 74 AI Personas - Part 9 > Tags: #ai #architecture #memory #automation > > Draft Note: This is a working draft for the next CoderLegion post. It extends Part 8 without publishing yet. > > Note: In this series, a "persona" is no...

Reclaiming the Art of Pure Optimization: A Modern Perspective on Constraint-Driven Elegance Introduction Staring at the intricate logic of an Apollo Guidance Computer’s memory module, one can’t help but be struck by an almost forgotten virtue: cons...

Unity Devs: Stop Starving Your Frame Rate! Embrace Modern Memory Discipline It’s 2026, and I’m still seeing incredible Unity games marred by avoidable Garbage Collection (GC) spikes, inexplicably dragging frame rates down from silky smooth to stutte...

Reorder the fields in a Go struct and the size changes — without changing the data it holds. A bool next to an int64 wastes 7 bytes of padding. Across 10 million allocations, that's 67MB of memory you're paying for but never using. This matters in hi...

There is a configuration that appears in virtually every Kubernetes cluster: a HorizontalPodAutoscaler targeting 70% CPU utilization and 70% memory utilization. It looks reasonable. It follows the examples in the official documentation. And in man...

title: What Memory Benchmarks Don't Test tags: ai, agents, llm, memory canonicalurl: https://pith.run/blog/what-memory-benchmarks-dont-test Every comparison of AI memory systems ranks on retrieval accuracy. None rank on what happens when the syste...

title: "Your AI Doesn't Have a Brain. It Has a Filing Cabinet." tags: ai, context, memory, agents canonicalurl: https://pith.run/blog/filing-cabinet-vs-brain Your AI Doesn't Have a Brain. It Has a Filing Cabinet. Every AI memory tool on the marke...

TO SEE CODE IN ACTION: PLEASE Go to the LINK, copy paste it in your LLM and see how it creates a memory window for free users! It is not governance or audit ready code, it is not for developers or corporations. But I am sure it will be used by corp...