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Every published note connected to automation.
4 articles
OpenAI Presence brings managed voice and chat agents to enterprise support workflows. Before giving any AI agent access to customer accounts, use this five-gate readiness test for scope, permissions, escalation, evaluation, and ownership.
ChatGPT now separates quick conversation, multi-step agent work, and software development into Chat, Work, and Codex. This practical guide explains which one to use, when Work earns its extra complexity, and when a simpler tool is better.
Graph engineering becomes powerful when models, tools, computers, reviewers, humans, and entire loops can be connected as replaceable nodes.
Loop engineering turns one-off AI prompts into repeatable workflows that act, check results, learn from feedback, and continue until a clear stopping condition is reached.
