Developers are granting Claude agents unrestricted shell access without considering security risks, warns a new article on Towards AI. The piece highlights four critical permission controls that devel…
Mixture of Experts (MoE) improves model inference speed by optimizing token routing, enabling higher request volume scaling.…
A developer shares techniques for improving their use of Claude Code, an AI coding tool, in a new article on Towards AI.…
Claude Agent SDK introduces checkpointing to preserve file state when agents hit turn limits, ensuring progress is not lost during long-running tasks.…
A three-step pipeline using pdfplumber, regex, and fuzzy matching converts unstructured invoices into structured data for RAG systems. The approach addresses common failures in extracting information …
A developer returned to a humbling hangman take-home challenge years later and built a Transformer model that runs in the browser after 16 experiments and 6 failed reinforcement learning attempts.…
A new blueprint for orchestrating specialized AI workflows using multi-agent systems is proposed, aiming to replace single-prompt approaches with a coordinated team of AI agents for marketing tasks.…
Claude Code and other coding agents enable rapid application development, but creating robust code remains a challenge. The article explores strategies for writing reliable software using AI coding to…
A new article on Towards AI outlines testing and evaluation strategies for production AI agents, focusing on ensuring reliability, accuracy, and trust before failures occur.…
Anthropic's Claude Code now supports a plugin system that connects the terminal-based AI assistant to external tools, project files, and orchestrated workflows. Plugins add custom slash commands, spec…
A senior developer adds a .md file to every pull request, a practice that saves thousands of tokens by providing context and reducing redundant explanations in code reviews. The technique streamlines …
CloudSecAIOps, a new system combining GitOps and AI agents, reduces mean-time-to-remediate cloud security issues from 48 hours to under 5 minutes by automating detection, reasoning, and patch creation…
Claude Code, primarily known as a programming tool, can also be used to build a knowledge base, according to a guide on Towards AI. The article explains how to leverage Claude Code's capabilities beyo…
A user shares how configuring Claude Projects as a structured collaborator rather than a simple chat window significantly improves productivity and output quality. The approach transforms the AI tool …