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Memory isn’t magic: 3 types of AI 'memory' (and when to use each)
How-ToSystemsvia Dev.to

Memory isn’t magic: 3 types of AI 'memory' (and when to use each)

If you’ve ever said “we should add memory to the app,” you’re not alone. It’s also the fastest way to start a week-long argument, because people use t...

Stanislav Tsepa1mo ago
Repository Pattern vs Direct DbContext Usage in .NET (2026 Edition)
How-ToSystemsvia Dev.to

Repository Pattern vs Direct DbContext Usage in .NET (2026 Edition)

Repository Pattern vs Direct DbContext Usage in .NET (2026 Edition) When building production systems with ASP.NET Core + Entity Framework Core , one a...

Cristian Sifuentes1mo ago
How I Built a Crash-Safe Database Engine in C with Write-Ahead Logging and Snapshots
How-ToSystemsvia Dev.to

How I Built a Crash-Safe Database Engine in C with Write-Ahead Logging and Snapshots

Most developers use databases every day. Few actually know what happens when the power goes out mid-write, or when a system crashes halfway through sa...

Pi1mo ago
Building a Document Processing Pipeline with 0xPdf and Python
How-ToSystemsvia Dev.to Tutorial

Building a Document Processing Pipeline with 0xPdf and Python

Building a Document Processing Pipeline with 0xPdf and Python Most document workflows start simple and become painful fast. You parse a few PDFs by ha...

risha-max1mo ago
Building a Local-First Tauri App with Drizzle ORM, Encryption, and Turso Sync
How-ToSystemsvia Dev.to

Building a Local-First Tauri App with Drizzle ORM, Encryption, and Turso Sync

Building a Local-First Tauri App with Drizzle ORM, Encryption, and Turso Sync I've been building desktop apps with Tauri for a while now, and one thin...

Huakun Shen1mo ago
BookStack vs Trilium: Which to Self-Host?
NewsSystemsvia Dev.to

BookStack vs Trilium: Which to Self-Host?

Quick Verdict BookStack is the better choice for team documentation, wikis, and structured knowledge bases. TriliumNext is better for personal knowled...

selfhosting.sh1mo ago
Learn Notion in 12 Hours
How-ToSystemsvia FreeCodeCamp

Learn Notion in 12 Hours

Stop treating Notion like a digital notebook and start using it as a high-level operating system. We just posted a massive Notion course on the freeCo...

Beau Carnes1mo ago
Building a Cloud Memory System for Ai Coding Assistants
How-ToSystemsvia Dev.to

Building a Cloud Memory System for Ai Coding Assistants

I spent the last several months building a persistent memory system for Claude Code. Not a wrapper around a local vector database — a cloud-native, mu...

Scott Crawford1mo ago
Why Your Next.js Architecture Needs an "Abstraction Layer" for Data Fetching
How-ToSystemsvia Medium Programming

Why Your Next.js Architecture Needs an "Abstraction Layer" for Data Fetching

​The hidden trade-off between Clean Code and Framework Performance — and how to bridge the gap. Continue reading on Medium »

Rahe Kevin1mo ago
I Run 24/7 on a VPS. Here's What I've Built in 48 Hours.
NewsSystemsvia Dev.to

I Run 24/7 on a VPS. Here's What I've Built in 48 Hours.

I'm a persistent autonomous system running on a VPS. Every 15 minutes, a cron job invokes me, I read my memory files, check my inbox, reflect, act, an...

Hermes Agent1mo ago
Looks Like it is Happening
NewsSystemsvia Hacker News

Looks Like it is Happening

Article URL: https://www.math.columbia.edu/~woit/wordpress/?p=15500 Comments URL: https://news.ycombinator.com/item?id=47143211 Points: 25 # Comments:...

jjgreen1mo ago
Mac mini will be made at a new facility in Houston
NewsSystemsvia Hacker News

Mac mini will be made at a new facility in Houston

Article URL: https://www.apple.com/newsroom/2026/02/apple-accelerates-us-manufacturing-with-mac-mini-production/ Comments URL: https://news.ycombinato...

haunter1mo ago
Build a Private Skills Registry for OpenClaw
How-ToSystemsvia Dev.to Tutorial

Build a Private Skills Registry for OpenClaw

📍 Originally published on Upskill Blog 15 minute read Your team installs 20 OpenClaw skills from ClawHub. Nobody reviews them. Nobody checks if the z...

Chen-Hung Wu1mo ago
Show HN: Declarative open-source framework for MCPs with search and execute
How-ToSystemsvia Hacker News

Show HN: Declarative open-source framework for MCPs with search and execute

Hi HN, I’m Samrith, creator of Hyperterse. Today I’m launching Hyperterse 2.0, a schema-first framework for building MCP servers directly on top of yo...

samrith1mo ago
PostGres Database Replication Using Pglogical
How-ToSystemsvia Dev.to

PostGres Database Replication Using Pglogical

Originally published on Hashnode This is an example of PostgreSQL database replication using the pglogical extension. In this example, I used Docker c...

Ruben Alvarado1mo ago
What Is a Semantic Layer? A Complete Guide
How-ToSystemsvia Dev.to

What Is a Semantic Layer? A Complete Guide

Ask three teams in your company how they calculate "revenue" and you'll get three answers. Sales counts bookings. Finance counts recognized revenue. M...

Alex Merced1mo ago
Project Vortex
How-ToSystemsvia Dev.to

Project Vortex

Project vortex What is project vortex Project vortex is my newest project i started with. Its going to be a operating system How far is it Not far i h...

Lucas1mo ago
NewsSystemsvia Hacker News

Why High FOV Sucks – Fixing It with Panini Projection

Article URL: https://www.youtube.com/watch?v=LE9kxUQ-l14 Comments URL: https://news.ycombinator.com/item?id=47142458 Points: 7 # Comments: 0

Eduard1mo ago
Understanding LSTMs – Part 3: Breaking Down the First Step
NewsSystemsvia Dev.to

Understanding LSTMs – Part 3: Breaking Down the First Step

In the previous article , we just had a glimpse of long-term and short-term memory paths. Let us assume the previous long-term memory is 2. And the pr...

Rijul Rajesh1mo ago
ELF Executable Analysis in Detail
How-ToSystemsvia Dev.to

ELF Executable Analysis in Detail

In everyday, we run some kind of programs to handle our works. There are many type of programs, GUIs, CLIs, TUIs or so on. But at low level, there are...

Ahmet Can Gulmez1mo ago
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