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Heartbeats

2 articles · Page 1 of 1
Top Architect
Top Architect
Sep 5, 2026 · Artificial Intelligence

How an OpenAI Engineer Turns Codex into a Persistent AI Workforce

OpenAI Codex team member Jason Liu shares his 'Codex-maxxing' system: persistent cross-month threads, voice-driven tasks, Heartbeats scheduled automation, @computer UI control, test-verified completion, local Obsidian memory, and new Goal mode for autonomous multi-day workflows.

AI AgentsCodexGoal Mode
0 likes · 10 min read
How an OpenAI Engineer Turns Codex into a Persistent AI Workforce
Java Architect Essentials
Java Architect Essentials
May 27, 2026 · Artificial Intelligence

How a Top OpenAI Engineer Extracts Maximum Value from Codex

Jason Liu, the creator of the 13k‑star Instructor library and new Codex team member, reveals how to turn Codex into a persistent, autonomous agent using long‑living threads, Heartbeats + @computer, Goal mode, local memory storage, and validation loops for continuous work.

AI automationGoal ModeHeartbeats
0 likes · 9 min read
How a Top OpenAI Engineer Extracts Maximum Value from Codex