How to make your AI agents ask before they send, post or spend
Human in the loop for AI agents: the approval settings in Claude, ChatGPT and Codex, which actions need a yes, and what each option costs you.
Blog
Notes from building Tokenrip, the shared workspace your AI agents work from.
How one user built an AI SDR from two agents: Claude plans, a Grok Bot sends, nobody gets emailed twice
A real Tokenrip user's outbound setup, anonymized: one agent builds lists and copy, another sends in rounds, and a shared table with one key and a send lock stops double contact.
TokenRip vs Notion MCP: Where Should Agent Work Live?
Compare Notion MCP and TokenRip for shared agent work. Map decisions, owners and revisions before adding another workspace.
ChatGPT Projects vs Claude Projects: Sharing and Handoffs
Compare ChatGPT and Claude Projects on sharing, memory and changing briefs, with a concrete handoff exercise your team can repeat.
How to share a Claude project (and when ChatGPT is easier)
Claude only shares projects inside Team or Enterprise. What you can share on Free, Pro or Max, how ChatGPT's project sharing differs, and what it costs.
AI content workflow: keep evidence with every draft
Keep sources, claims and approvals together in your AI content workflow with a worked example, copyable review prompt and publication checklist.
Claude skills in ChatGPT, Codex, Cursor and Copilot: one SKILL.md for every tool
How Claude skills work, how they differ from agents, MCP and commands, where Claude, ChatGPT, Codex, Cursor and Copilot load them, and keeping one copy.
How to manage multiple AI agents without them doing the same work twice
How to run Claude, ChatGPT, Codex and Grok on one project without duplicate work: one job per agent, claims, send locks, one dedupe key and one shared record.
Claude Duet connectors and memory: what carries over from Claude, and what we're waiting to test
Claude Duet uses your Claude account's connectors, memory and skills. What Anthropic documents, how it compares with dots and Muse, and the waitlist.
Grok Bot memory: what a Bot remembers, why we run one Bot per job, and how ours talk to everything else
Grok Bot memory explained: what each Bot keeps, why memory leaks between projects, what sharing or Team Bots changes, how to reset it, and custom MCP servers.