The team was already running LLM cross-checks on reports — the real gap was that it all lived in one person's account
beglen · x · 2026-09-26
An AI coaching client opened a session apologizing for being "too manual" — then revealed their team already had a surprisingly complete LLM workflow:
- A language model independently rewrites their key weekly report to cross-check the human version, catching misplaced commas, missing zeros, and broken formulas, plus web-verifying facts
- A daily routine monitors something they care about, with a second routine verifying the first one ran
- The model even builds the CEO-facing weekly report, slides included
The author's point: they weren't behind at all. The real flaw is that every piece lives in one person's account and head. "Where does it live?" — ownership and sharing of automation assets is the most overlooked part of team AI adoption.
More from coding & agent
- Plan First, Code Later: Reddit User's Simple Prompt Change Transforms Coding Agent Workflow — m-fasciano · 2026-09-26
- Stealth model Space Bunny rebuilds entire site from a 40s screen recording — PrajwalTomar_ · 2026-09-26
- AI veteran: Agentic AI is the control harness, not a separate business opportunity — nicolaiwadstrom · 2026-09-26
- McKinsey Deck: a Claude Skill that builds editable consulting-style PPT slides — baabullah · 2026-09-26
- KoboldCpp ships built-in Agent harness; author warns of phishing site koboldcpp.com — HadesThrowaway · 2026-09-26
- Nace launches Drex, a sub-6B decision model outputting option probabilities instead of prose — rohanpaul_ai · 2026-09-26