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📰 Dev.to · Rost

54 articles · Updated every 3 hours · View all reads

All Articles 67,621Blog Posts 99,886Tech Tutorials 16,357Research Papers 13,813News 12,551 ⚡ AI Lessons
Retrieval vs Representation in Knowledge Systems
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...
PKM vs RAG vs Wiki vs Memory Systems Explained Clearly
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...
Idempotency in Distributed Systems That Actually Works
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...
Hermes Voice Control from Your Phone
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...
Kanban in Hermes Agent for Self Hosted LLM Workflows
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...
Hermes Agent Skill Authoring — SKILL.md Structure and Best Practices
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...
NemoClaw practical guide for secure OpenClaw operations in 2026
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...
Hermes Agent Memory System: How Persistent AI Memory Actually Works
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,...
OpenClaw Rise and Fall — Timeline and Real Reasons Behind the Collapse
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...
Llama-Server Router Mode - Dynamic Model Switching Without Restarts
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...
OpenClaw Plugins — Ecosystem Guide and Practical Picks
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,...
OpenClaw Skills Ecosystem and Practical Production Picks
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...
OpenClaw Production Setup Patterns with Plugins and 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...
Hermes AI Assistant Skills for Real Production Setups
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...
Backup and Restore Gitea server
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...
DBeaver vs Beekeeper - SQL Database Management Tools
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...
Gitflow Explained: Steps, Alternatives, Pros, and Cons
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...
PostgreSQL Full Text Search vs Elasticsearch Comparison
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...
Anthropic Closes Claude Loophole for Agent Tools
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...
Claude Code install and config for Ollama, llama.cpp, pricing
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...