Category: Tools

Coverage of coding agents, MCP servers, sandboxing infrastructure, and the developer tool category that emerged when LLMs became practical engineering collaborators. Articles dissect Claude Code’s five-layer architecture and permission system, the .claude/ folder treated as a protocol rather than a configuration directory, OpenAI Codex with 3 million users and how its architecture differs from Claude Code, GLM-5.1’s 8-hour autonomous coding session with 6,000 tool calls on SWE-bench Pro, Hashline’s discovery that one tool change can shift agent benchmark scores by 60 points, and the Model Context Protocol architecture behind 97 million installs in 16 months.

The category centers on what coding agents can actually do, where they break in production, and which architectural decisions matter when an agent runs unattended for hours. Coverage of MCP centers on the protocol mechanics, the security implications of widespread tool access (MCPShield’s 23 attack vectors, ToolHijacker’s 96.7% defense bypass), and the governance frameworks emerging in regulated industries to address the agentic action layer.

The standard: every tool review either includes reproducible benchmarks the author ran personally, primary source documentation from the vendor, or both. No affiliate recommendations. No vendor-supplied talking points. If a tool ships with limitations the marketing copy obscures, the article surfaces the limitations explicitly. The bias is toward open-source projects where the source code is available for verification.