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OpenAI’s practical guide frames agents for complex judgment (fraud/refunds), brittle rule piles (vendor security reviews), and unstructured docs (home insurance claims)—not for simple deterministic checklists.
Official Agents API cookbook: connect Slack threads to persistent agent sessions, workplace tools, and isolated sandboxes so workplace chat becomes a durable agent runtime.
Product Hunt’s Cronloop lets you describe a recurring job in Markdown, pick Codex or Claude Code, connect tools, and run agents on a loop with durable memory that can self-improve each run.
A developer leaves Codex CLI running for hours to add debug prints and test hypotheses against a deterministic front-door unit test until it can explain the bug with evidence.
A company built a Grok Bot purchasing agent that uses Ramp to mint a different virtual credit-card number for each transaction instead of sharing one corporate card.
Operator keeps a multi-bot Grok setup clean by giving each bot one job, a never-do list that points to the right sibling bot, shared how-to skills, and a dedicated weekly bot that audits those skills for anything stale.