Browsing: Code

Reinforcement learning for language agents is growing more complex. Agents now manage multi-turn tool use, long-running contexts, and multi-agent orchestration. The main engineering challenge is connecting…

banner(“§12 CLAUDE.md”) sh(“repowise generate-claude-md”) md = TARGET / “CLAUDE.md” if md.exists(): print(md.read_text()[:4000]) banner(“§13 MCP tools via CLI”) base = [ (“get_dead_code”, “repowise dead-code –safe-only”), (“search_codebase”, ‘repowise…

articles on techniques I apply when using Claude Code to get the most out of it. However, a topic I’ve spent less time covering is how…

coding agents can be used to quickly create new applications. However, the problem when you create a new application quickly is that you cannot look at…

very powerful model out of the box. To leverage its full capabilities, however, you need to give it access to validate and verify its own work.…

There is a quiet failure mode that lives at the center of every AI-assisted coding workflow. You ask Claude Code, Cursor, or Windsurf to modify a…

, Claude Code works pretty well. You can input a series of instructions and have it produce code or other output for you. However, there are…

1. Introduction workflow working once. It is much harder to make it repeatable. Prompting ChatGPT or Claude for each run is fast, but the results are…

In this tutorial, we build an advanced, production-ready agentic system using SmolAgents and demonstrate how modern, lightweight AI agents can reason, execute code, dynamically manage tools,…

you walk across the campus of the Polytechnic University of Catalonia in Barcelona, you might stumble upon the Torre Girona chapel on a beautiful park. Built…