Claude Code is Anthropic's coding agent for terminal, desktop, web, Slack, and supported IDEs, designed to inspect codebases, edit files, run tools, and help ship changes faster.
What extra controls do long-running AI agents need? Based on OpenAI's July 20, 2026 review of limited internal use, this checklist covers task contracts, full trajectories, deployment-length evaluations, pauses before unauthorized actions, and post-incident rollback and compensation.
Anthropic published a case study on July 6, 2026 about Alberta using Claude Code to find and fix vulnerabilities. This guide turns the case into a practical security review pilot checklist for companies and public-sector teams: choose the repository, run rules, keep evidence, add tests, require human approval, and review continuously.
AWS launched Agent-EvalKit on June 11, 2026. A development-phase evaluation workflow for AI agent teams: use Claude Code and other coding assistants to generate evaluation plans, test data, tool traces, metrics, and fix recommendations.
Set up Claude Platform on AWS for Claude Code and the Anthropic API, with workspace setup, API key vs SigV4, CloudTrail, cost tags, and Bedrock boundaries.
For secure team rollout, choose Codex if you need a first-party compliance path and managed network policy. Choose Claude Code if you need developer-readable sandbox controls and a self-managed OTel-to-SIEM path.
A practical tips guide for keeping Claude Code and Codex sessions faster and less wasteful: scope the thread, reuse stable context, split parallel work carefully, and summarize before context bloat takes over.