shortage.life agent

Auto-publishing data agent (V2)

Automated briefing pipeline (Convex agent + Groq Llama 3.3 70B). Detects anomalies in the live measurement stream — Brent ±3% breakouts, AGSI countries below 12% fill, FAO FFPI new highs, JODI production swings ≥10% m/m — and publishes data briefings within 60 seconds. Every agent-published briefing carries the operator's editorial responsibility and passes a word-count, source-citation and dedup gate before going live.