📰 Dev.to · Rost
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Dev.to · Rost
3d ago
Multi-Tenancy Database Patterns with examples in Go
Multi-tenancy is a fundamental architectural pattern for SaaS applications, allowing multiple...

Dev.to · Rost
1w ago
Go Unit Testing: Structure & Best Practices
Go's built-in testing package provides a powerful, minimalist framework for writing unit tests...

Dev.to · Rost
🧠 Large Language Models
⚡ AI Lesson
1w ago
Qwen 3.6 27B and 35B MTP vs Standard on 16GB GPU
I tested Speculative decoding (Multi-Token Prediction, MTP) performance in Qwen 3.6 27B and 35B on an...

Dev.to · Rost
1w ago
Unload All llama.cpp Router Models Without Restarting
llama.cpp router mode is one of the most useful changes to llama-server in years. It finally gives...

Dev.to · Rost
1w ago
Retrieval vs Representation in Knowledge Systems
Most modern knowledge systems optimize retrieval, and that is understandable. Search is visible, easy...

Dev.to · Rost
🧠 Large Language Models
⚡ AI Lesson
2w ago
PKM vs RAG vs Wiki vs Memory Systems Explained Clearly
PKM, RAG, wikis, and AI memory systems are often discussed as if they solve the same problem. They do...

Dev.to · Rost
2w ago
Idempotency in Distributed Systems That Actually Works
Idempotency in distributed systems is the property that saves you after the network lies, the queue...

Dev.to · Rost
3w ago
Hermes Voice Control from Your Phone
You already chat to Hermes Agent from your phone with text. Now you want to talk to it directly and...

Dev.to · Rost
🧠 Large Language Models
⚡ AI Lesson
3w ago
Kanban in Hermes Agent for Self Hosted LLM Workflows
Hermes Agent ships with a Kanban-style board and the Hermes Gateway that can saturate your...

Dev.to · Rost
3w ago
Hermes Agent Skill Authoring — SKILL.md Structure and Best Practices
Hermes Agent treats skills as the default way to teach repeatable workflows. Official documentation...

Dev.to · Rost
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
NemoClaw practical guide for secure OpenClaw operations in 2026
Most AI agent stacks still treat security as a post-demo fix. NemoClaw starts from the opposite...

Dev.to · Rost
1mo ago
Hermes Agent Memory System: How Persistent AI Memory Actually Works
You know the drill. You open a chat with an AI agent, explain your project, share your preferences,...

Dev.to · Rost
1mo ago
OpenClaw Rise and Fall — Timeline and Real Reasons Behind the Collapse
OpenClaw did not fail as a product. It lost its fuel. What looks like a dramatic boom and collapse...

Dev.to · Rost
1mo ago
Llama-Server Router Mode - Dynamic Model Switching Without Restarts
For a long time, llama.cpp had a glaring limitation: you could only serve one model per process, and...

Dev.to · Rost
1mo ago
OpenClaw Plugins — Ecosystem Guide and Practical Picks
This article is about OpenClaw plugins — native gateway packages that add channels, model providers,...

Dev.to · Rost
1mo ago
OpenClaw Skills Ecosystem and Practical Production Picks
OpenClaw has two extension stories, and they are easy to mix up. Plugins extend the runtime. Skills...

Dev.to · Rost
1mo ago
OpenClaw Production Setup Patterns with Plugins and Skills
OpenClaw looks simple in demos. In production, it becomes a system. The real complexity is not in...

Dev.to · Rost
1mo ago
Hermes AI Assistant Skills for Real Production Setups
Hermes AI assistant, officially documented as Hermes Agent, is not positioned as a simple chat...

Dev.to · Rost
1mo ago
Backup and Restore Gitea server
Need to backup the 1) db, 2) filestorage, 3) some other gitea files. Here we go. In the Testing...

Dev.to · Rost
1mo ago
DBeaver vs Beekeeper - SQL Database Management Tools
New Linux Ubuntu 24.04 desktop edition has offered me to install Beekeeper Studio as SQL Editor and...

Dev.to · Rost
1mo ago
Gitflow Explained: Steps, Alternatives, Pros, and Cons
Gitflow is widely used in projects requiring versioned releases, parallel development, and hotfix...

Dev.to · Rost
1mo ago
PostgreSQL Full Text Search vs Elasticsearch Comparison
The real argument is not whether PostgreSQL can search text or whether Elasticsearch can store...

Dev.to · Rost
1mo ago
Anthropic Closes Claude Loophole for Agent Tools
The quiet loophole that powered a wave of agent experimentation is now closed. Anthropic has...

Dev.to · Rost
1mo ago
Claude Code install and config for Ollama, llama.cpp, pricing
Claude Code is not autocomplete with better marketing. It is an agentic coding tool: it reads your...
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