The latest articles on DEV Community by ventura (@venturaproject). https://dev.to/venturaproject https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F519192%2Fe498c560-fcd2-4d7a-a645-175c0bfc81c0.png https://dev.to/venturaproject en ventura Mon, 31 Aug 2026 13:12:58 +0000 https://dev.to/venturaproject/rust-runtime-to-give-ai-agents-real-devops-tools-4mp5 https://dev.to/venturaproject/rust-runtime-to-give-ai-agents-real-devops-tools-4mp5 <p><a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fgy541zh66ffokzqd3hjb.png" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fgy541zh66ffokzqd3hjb.png" alt=" " width="800" height="320"></a></p> <p>I’ve been building <strong>tooler</strong>, an open-source runtime written in Rust designed to give developers, DevOps workflows, and AI agents a consistent set of real-world tools.</p> <p>Instead of letting an agent rely on arbitrary shell commands, tooler provides structured capabilities for HTTP requests, databases, filesystems, processes, logs, Git/GitHub, deployments, health checks, systemd, cron, remote hosts, and reusable playbooks.</p> <p>It also exposes its capabilities through <strong>MCP</strong>, making them directly accessible to AI agents.</p> <p>The idea is simple:</p> <p><strong>LLM → reasoning and planning → tooler → deterministic execution</strong></p> <p>This creates a clean separation between what the agent decides to do and how those operations are safely and consistently executed.</p> <p>tooler is built in <strong>Rust</strong>, distributed as a standalone binary, and designed for both humans and AI agents.</p> <p>In this post, I’ll introduce the project, its architecture, why I built it, and how I’m exploring tooler as an execution layer for increasingly complex agentic workflows.</p> <p><a href="https://github.com/venturaproject/tooler" rel="noopener noreferrer">https://github.com/venturaproject/tooler</a></p> rust ai agents ventura Mon, 29 Sep 2025 16:32:14 +0000 https://dev.to/venturaproject/github-copilot-cli-public-preview-eh6 https://dev.to/venturaproject/github-copilot-cli-public-preview-eh6 <p>The command-line interface (CLI) for GitHub Copilot </p> <p><a href="https://github.com/github/copilot-cli?tab=readme-ov-file" rel="noopener noreferrer">Repositorio en GitHub</a><br><br> <a href="https://docs.github.com/es/copilot/concepts/agents/about-copilot-cli" rel="noopener noreferrer">Documentación oficial</a></p>