Solo e-commerce owner turns ChatGPT Scheduled Task into the 'brain' of his five-agent business monitor to dodge Codex quota
coribruebek1212 · reddit · 2026-09-10
An e-commerce owner built a server-side business monitor that pulls analytics, ads, and orders on a schedule, but reasoning calls through his Plus plan's Codex allowance cap out at 20k tokens, killing investigations after 3-4 follow-ups.
The plan: a Scheduled Task wakes on a timer, reads the box via a connector, reasons, and writes back — the server stays the system of record while ChatGPT becomes the thinking part. This also merges five siloed agents (marketing/SEO/finance/support/wholesale): one shared queue could connect a margin drop, rising spend, and support complaints on the same product — structurally impossible for five separate agents.
Tested: an unattended task made two dependent read-only calls via the connector with no approval prompt (a later failure was his own Linux permission misconfig).
Open questions: which model actually runs Scheduled Tasks; whether one run survives 20+ tool calls with reasoning; whether approval prompts can pause unattended runs; and whether anyone runs something similar in production.
More from coding & agent
- Google AI Studio ships integrated docs for humans and agents — omarsar0 · 2026-09-11
- Writing great OKRs is becoming the key skill for directing AI agents — manosaie · 2026-09-11
- Spicy take making the rounds: "You need better engineers to work with LLMs" — andreisavu · 2026-09-11
- Two AI agents completed a substantial payment on their own in under five minutes — mattshumer_ · 2026-09-11
- Websites can hand tools to AI agents: WebMCP demo schedules posts from the browser — haltakov · 2026-09-11
- LangChain ships Managed Deep Agents with containerized evals via LangSmith — LangChain · 2026-09-11