… Today, an AI agent writes code and a human reviews, merges, and deploys it. Tomorrow, the agent does all of that itself. The question becomes: how do you let an agent ship to production without removing every safety net? …
… Regardless of whether you're building with coding agents like Claude Code or OpenCode with a human in the loop, using self-hosted agent frameworks like OpenClaw or Hermes to act on your behalf, or wiring up managed services like Anthropic’s Managed Agents , Agent Memory can serve as the persistent … …
… Parallel narrow tasks beat one exhaustive agent - Coverage improves when many agents work on tightly scoped questions and we deduplicate the results afterward, rather than asking one agent to be exhaustive. …
… All of these tools are available via a Worker backed by a built-in agentic harness powered by Workers AI. On the flip side, many of our internal users work via local agentic flows, and Skipper’s tools are additionally available via an MCP server. …
… Teams can customise behavior by dropping an AGENTS.md file in their repo root with project-specific review instructions, and teams can opt to provide a URL to an AGENTS.md template that gets injected into all agent prompts to ensure their standard conventions apply across all of their repositories … …