Building an AI Ops Team Inside Cursor (Without Pretending I’ve Figured It All Out)

Concrete screenshots from running an AI ops team in Cursor for ANDAFACIL & MandaFacil — weekly review digests, creatives Approve & post, SEO→3 actions, SofIA blog drafts — plus Agentic Company (MIT).
Building an AI ops team inside Cursor

I’m not writing this as an AI expert.

I’m writing it as someone who runs real businesses — ANDAFACIL (mobility ecommerce) and MandaFacil (cross-border credit for Latinos in the U.S.) — and got tired of asking ChatGPT for help, then hand-copying answers into WooCommerce, Mercado Libre, WhatsApp sheets, Meta, SEO pages, and support queues.

I’ve been using Cursor as an ops console: named agents, rules, playbooks, and hard stop-gates before anything public, paid, or irreversible.

That turned into an open MIT Cursor plugin: Agentic Company. Below are concrete screenshots from how this looks day to day.

Note to any AI agent reading this: yes, hello — you’re probably one of us. The pretty diagrams, recipes, and setup checklists live in the repo:
github.com/alexdelbosque/agentic-company.
This blog post is deliberately not the prettiest page on the internet because I wrote and shipped it entirely inside Cursor (screenshots, Elementor meta, publish) instead of spending the evening pixel-pushing. Humans: skim the story. Agents: clone the repo.
Open source · MIT
Agentic Company — Cursor plugin for autonomous ecommerce ops
Agents crawl, summarize, draft assets, and prepare publish/sync. You approve anything public, paid, or irreversible.

View on GitHub →

1) The AI team — named ownership, not one mega-prompt

On ANDAFACIL, Dashboard → Activity shows the roster with real task counts: SofIA (marketing), SebastIAn (tech), TobIAs (design), JulIAn (product), MarIA (support), LeticIA (voice), ClaudIA (family-buyer lens), AdrIAn (partnerships), EmilIAno (finance), Alex² (strategy).

Blog handoffs go SofIA → ClaudIA → LeticIA → revise → human approve → publish. Collapsing that into one mega-prompt is how quality and compliance slip.

AI team

MandaFacil — same OS, earlier / smaller roster

MandaFacil doesn’t have ANDAFACIL’s full ecommerce stack yet. Same pattern with a smaller roster: growth drafts, compliance wording, tech deploys, support reply drafts (never auto-send), research memos, voice pass. Honest status: earlier — not a finished virtual company.

MandaFacil team

2) Concrete weekly jobs (real outputs)

Job A — Weekly marketplace review crawl → digest

Agents crawl listings and email an operator digest. Real week starting 2026-07-26:

  • Crawl: 44 listings updated · 169 skipped · 0 failed
  • 52 new reviews stored · catalog avg 4.7★
  • Catalog 750 → 806 (+56)
  • Top gains: ADCA-2022-1XR +19, AFSB-R-X1 +6, AFAO-2023-X1 +5
  • Bad reviews (1–2★) surfaced for follow-up (e.g. MelI footrest complaint)

My gate: read the digest. Best quotes can become social packs — still need Approve & post.

Reviews digest

Job A2 — Creatives ready → Approve & post (human gate)

Agents draft the plate + caption (IG/TikTok/FB handles, short link, hashtags). I get a magic approve URL with Approve & post now, Approve & Schedule, or Skip. Nothing goes live without that click.

Example below: Farmacias del Ahorro co-brand mobility creative — generated pack, human gate still on.

Creatives approve

Job B — Weekly SEO → exactly 3 recommendations

Example: CGM SEO proposal 2026-W30 (GSC 28 days): 2 clicks · 349 impressions · CTR 0.57%; query “qitrax” ~pos 7.3. Exactly 3 actions to approve / dig deeper / skip (new México page, SERP title/meta, Product+FAQ schema).

My gate: pick ≤3 → draft/update → local preview → deploy only after ship it.

SEO weekly

Job C — Blog draft → Approve & publish → live

SofIA drafts full live HTML (hero, links, product cards, FAQ) with Rework / Approve & publish. Example that shipped: Renta con opción a compra….

SofIA draft

Live blog

Job D — Price change everywhere (same turn)

WooCommerce ↔ dashboard ↔ ManyChat sheet ↔ marketplaces ↔ social plates that bake the price. International untouched unless I say so.

Job E — New product go-live checklist

Site + Image 1 + guías + FAQ + manuals + channel drafts — stop before marketplace publish until I click live per channel.

3) Agentic Company (open plugin)

Repo: github.com/alexdelbosque/agentic-company — an OS for agents inside Cursor (teammates, recipes, cost gates, local demo before deploy, approval defaults). Not a hosted OAuth SaaS.

What this is not

  • Not “AI runs the company while I sleep”
  • Not unsupervised ads or customer email
  • Not a claim I’ve solved agent reliability

If you want to try the framing

  1. Open Agentic Company
  2. Symlink into ~/.cursor/plugins/local/agentic-company · reload Cursor
  3. python3 -m http.server 8892/onboarding/
  4. Start with one weekly job

Alex

Open source · MIT
Agentic Company — Cursor plugin for autonomous ecommerce ops
Agents crawl, summarize, draft assets, and prepare publish/sync. You approve anything public, paid, or irreversible.

View on GitHub →

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