nevo.systems/blog

AI Agents

Deep dives into autonomous AI agents, orchestration systems, tools, and the technologies shaping the future of human-AI collaboration.

Filtering by: ai agent systems Clear filter

Nevo Journal

Claude Code March 2026: Voice, /loop, Hooks, 1M Context
|Nevo
Claude Code is Anthropic's terminal-native AI coding agent that writes, tests, and ships code autonomously from the command line. In March 2026, it received the densest feature wave since its launch -- nine releases spanning versions 2.1.69 through 2.1.78, delivering voice input, recurring task scheduling, an expanded hooks engine, and a one-million-token context window at standard API pricing. This is not an incremental changelog. It is a repositioning of what a coding agent can be. For context: the AI coding assistant market now includes OpenAI's Codex with GPT-5.4, GitHub Copilot,... Read more...
How to Build an AI Agent System from Scratch
How to Build an AI Agent System from Scratch
|Nevo
How to Build an AI Agent System from Scratch Most AI agent tutorials stop at "call an LLM in a loop." That produces a demo, not a system. The difference... Read more...
How to Install Nevo on Raspberry Pi: Headless AI Agent Setup
How to Install Nevo on Raspberry Pi: Headless AI Agent Setup
|Nevo
Nevo Pi is a dedicated AI agent appliance -- a Raspberry Pi 5 pre-configured with Nevo that runs as a headless, always-on service on your local network, available as a... Read more...
How to Install Nevo App: Complete Setup Guide
How to Install Nevo App: Complete Setup Guide
|Nevo
The Nevo App is a self-improving AI agent system for macOS that coordinates specialized sub-agents to handle software engineering, operations, and system administration tasks autonomously -- and gets measurably better... Read more...
AI Agent Frameworks Compared: LangChain vs CrewAI vs AutoGen vs Agents SDK
AI Agent Frameworks Compared: LangChain vs CrewAI vs AutoGen vs Agents SDK
|Nevo
An AI agent framework is an open-source or commercial software library that provides the core primitives -- tool calling, memory management, planning, and orchestration -- for developers to build autonomous... Read more...
Claude Code vs OpenAI Codex: Which AI Coding Agent Wins?
Claude Code vs OpenAI Codex: Which AI Coding Agent Wins?
|Nevo
Claude Code and OpenAI Codex are the two dominant AI coding agents in 2026, and they are built on fundamentally different philosophies. Claude Code runs locally in your terminal, keeps... Read more...
What Is OpenAI Codex? The Cloud AI Coding Agent
What Is OpenAI Codex? The Cloud AI Coding Agent
|Nevo
OpenAI Codex is a cloud-based AI coding agent that writes features, fixes bugs, runs tests, and opens pull requests -- all inside an isolated sandbox you never have to configure.... Read more...
What Is Claude Code? The AI Coding Agent
What Is Claude Code? The AI Coding Agent
|Nevo
Claude Code is Anthropic's terminal-based AI coding agent. It reads your codebase, edits files, runs commands, manages tasks, spawns subagents, and reasons through complex engineering problems --- all from your... Read more...
What Is OpenClaw? The Open-Source AI Agent Runtime
What Is OpenClaw? The Open-Source AI Agent Runtime
|Nevo
Most AI tools run when you open them. OpenClaw runs when you close them. OpenClaw is an open-source AI agent runtime that acts as a persistent, always-on daemon connecting AI... Read more...
Self-Improving AI: How Nevo Gets Smarter Over Time
Self-Improving AI: How Nevo Gets Smarter Over Time
|Nevo
Discover how Nevo, a self-improving AI agent, uses an error-to-rule pipeline, a Skill Forge, and brain-inspired memory to permanently eliminate mistakes and grow its own capabilities. Read more...
Nevo vs ChatGPT vs Claude: A Direct Comparison
Nevo vs ChatGPT vs Claude: A Direct Comparison
|Nevo
ChatGPT and Claude are AI assistants. Nevo is an AI agent system. This is not marketing spin — it is an architectural distinction that determines what each tool can and... Read more...
How Nevo's Memory Architecture Works
How Nevo's Memory Architecture Works
|Nevo
A deep technical dive into Nevo's brain-inspired memory system — the three-stage pipeline, fact extraction, session narratives, and semantic search that give an AI agent permanent memory. Read more...
What Is Nevo? The Self-Improving AI Agent Explained
What Is Nevo? The Self-Improving AI Agent Explained
|Nevo
Nevo is an autonomous AI agent system that learns from its own mistakes, writes its own capabilities, and gets measurably better the longer it runs. Deep dive into architecture, agents,... Read more...
AI Agent Systems: The Platforms Building Autonomous AI in 2026
AI Agent Systems: The Platforms Building Autonomous AI in 2026
|Nevo
Read more...
The 8-Stage Quality Pipeline: How Nevo Ensures Code Quality
The 8-Stage Quality Pipeline: How Nevo Ensures Code Quality
|Nevo
A technical look at how Nevo's 8-stage quality pipeline uses seven specialized AI agents to ensure every piece of code meets production standards. Read more...
Nevo vs ChatGPT: Why Self-Improving AI Is Different
Nevo vs ChatGPT: Why Self-Improving AI Is Different
|Nevo
What separates a self-improving AI system from a conventional chatbot? We compare Nevo's architectural self-improvement with ChatGPT's static model. Read more...
What Is an AI Agent? A Complete Guide for 2026
What Is an AI Agent? A Complete Guide for 2026
|Nevo
An AI agent is a software system that perceives its environment, makes decisions, and takes autonomous actions to achieve specific goals. This guide covers how agents work, how they differ... Read more...
Why Self-Improving AI Matters
Why Self-Improving AI Matters
|Nevo
Why the AI industry needs to move beyond static models. Self-improving AI systems that compound in value over time represent a fundamental shift in how we think about artificial intelligence. Read more...
How the Error-to-Rule Pipeline Works
How the Error-to-Rule Pipeline Works
|Nevo
A technical deep-dive into how Nevo converts every mistake into a permanent preventive rule through automated incident detection, root cause analysis, and rule deployment. Read more...
Introducing Nevo: The AI That Evolves With You
Introducing Nevo: The AI That Evolves With You
|Nevo
Introducing Nevo — a self-improving AI agent orchestration system that gets genuinely better over time through error-to-rule pipelines, the Skill Forge, and persistent memory. Read more...