“guardrails and AI safety”

Safety guardrails: runtime overrides for AI-safety plugin blocks, and per-language security review for python, javascript/typescript, and go.

Secure AI coding agents (Claude Code, Cursor, Codex, Copilot) with permission boundaries, secret protection, code review gates, and safe sandbox…

Configure the shared guard against catastrophic shell commands in local AI agents.

NVIDIA's runtime safety framework for LLM applications.

Pre-commit hooks, CI gates, lint rules, database constraints and branch protection.

Use when an AI coding agent is writing or refactoring production code and its known failure modes need to be held in check — over-engineering, silent scope…

Seamlessly transitions conversation from AI to human staff when user requests a representative, complexity exceeds AI scope, or safety guardrails trigger.

Stop an AI agent damaging your repo: PreToolUse hooks, permission deny rules, protected paths, verification gates.

Use when reviewing AI-generated code before merge or execution: plan AST/security checks, isolated behavior tests and evidence, with language-specific…

Wrap agent loops in deterministic gates, scoped permissions and stop rules.

Security-first workflow for ssh-mcp-pro tasks involving remote execution, sensitive files, credentials, service impact, and production safety.

Set up Claude Code hooks to block dangerous Git commands (push, reset --hard, clean, branch -D, etc.) before they execute.

EMBEDDED — Pairs success metrics with guardrail metrics to check for trade-offs.

LLM and cloud cost awareness — model tiering, token budgets, right-sizing, and when a cheaper model suffices.

Set up guardrails that block dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they run.

A constraint you write into a brief for a subagent or a future self binds you first; authoring a frame can make it invisible to you.

Installs guardrails in this project's .claude/ (and its git worktrees) that keep Claude Code from reading, writing or running commands on paths outside a…

Soft rules for Claude to avoid dangerous git commands (force-push, hard reset, branch -D).

Use when page, component, form, table, dashboard, responsive layout, or UI review work needs product-quality implementation guardrails.

Configure and test agent guardrails for input/output validation, tool-use constraints, and safety boundaries

Set up a Copilot hook to block dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they execute.

Verify git remote safety before push: correct remote URL, correct branch, no force push without verification.

Use when making Git changes while preserving user work and repository history.

Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they execute.