Question 1

What is AgentShield and how does it secure AI coding agents?

Accepted Answer

AgentShield is a runtime defense and OS-level kernel sandbox (Bubblewrap on Linux, Landlock, Seatbelt on macOS, AppContainer on Windows) designed for autonomous AI agents like Claude Code, Cursor, and Windsurf. It intercepts process execution, redacts environment credentials (.env, AWS keys, GitHub tokens) before they reach the model, and replaces sensitive tokens with synthetic decoy honeytokens.

Question 2

How does DevShelf help developers find tools and MCP servers?

Accepted Answer

DevShelf is an open-access catalog indexing 567+ verified developer tools, free APIs, and Model Context Protocol (MCP) servers with no login or paywalls. It offers 1-click Docker Compose configs, package install snippets, a terminal CLI, and an official MCP server for AI coding assistants.

Question 3

How does DBShield protect production databases from AI agent queries?

Accepted Answer

DBShield acts as an air-gapped PostgreSQL wire proxy (protocol 3.0) and SQLite guardrail that intercepts destructive operations (DROP, TRUNCATE, UPDATE without WHERE), quarantines unindexed table scans, and triggers interactive two-man rule Slack/Teams approvals.

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