VIBEOPS CLUB
EN

2 weeks • live cohort • practical work

DevOps Base for Vibe Coders and AI Builders

Upgrade your infrastructure skills in 2 weeks: learn to set DevOps tasks for agents so your service works, is observable, stays secure, and does not burn budget.

Join the club

Next round · twice a month

10 seats · 2 sessions/week · practice · reviews · 1:1 consultations

DevOps infrastructure diagram: cloud deployment, monitoring, security, and cost management for developers and AI builders
  • 04live sessions
  • 01capstone for your own service
  • ∞clear acceptance criteria for agents

Program

What you will learn

  • Build the language of requirements: what to ask an agent and how to verify output.
  • Master the core baseline: networking / DNS / TLS / balancers / secrets / IAM.
  • Set up logs, metrics, and alerts + retention so you do not pay for noise.
  • Assemble a production-ready deploy by checklist (capstone for your project).

Problem

Code got fast. Prod did not.

AI and agents accelerated delivery. But real failures happen outside code: access, secrets, data, agent permissions, cost. These are not hypotheticals — all of this happened in 2025–2026:

Key in client code

Moltbook, 2026: Supabase key in frontend JS, RLS off — 1.5M API keys and ~35k emails open to anyone.

Case study →

Database without access rules

Lovable, 2025: 170 of 1,645 scanned apps (10%) exposed user data because of missing RLS.

Case study →

No limits, checks only on the client

EnrichLead, 2025: two days after "zero hand-written code" — maxed-out API keys and bypassed paywall. Shut down days later.

Case study →

Agent with an over-privileged token

PocketOS, 2026: a coding agent deleted the prod database and backups with one API call in 9 seconds.

Case study →

No dev/prod separation

Replit × SaaStr, 2025: an agent wiped a production database with records of 1,206 executives during a code freeze.

Case study →

Public by default, nobody watching

RedAccess scan, 2026: ~5,000 of 380,000 vibe-coded apps exposed sensitive corporate data.

Case study →

How not to end up in these stories: production checklist for vibe-coded apps →

Audience

Who this cohort is for

Great fit if you:

  • Build a product (solo or small team) and want to launch without critical infra mistakes.
  • Use AI agents and want to assign tasks correctly, not by luck.
  • Are a developer without production experience and want practical infra fundamentals.
  • Want to control contractor/agent output with explicit acceptance criteria.

Not a fit if you:

  • Want a full SRE/DevOps career track from zero to hiring (different goal).
  • Expect a magic button with no practice (practice is required, but moderate).

Outcome

What you can do after the program

  • Turn "just deploy it" into requirements with constraints: SLA/SLO, budget, security, retention, regions/AZ.
  • Design minimal production architecture: entry → balancer → service → data → observability.
  • Build baseline observability: what to log, which metrics/alerts matter, and how to set retention.
  • Understand networking and access at the level of "do not expose everything" and "do not break connectivity".
  • Run cost reviews: where money leaks (logs, egress, over-resourcing) and how to set limits.
  • Use checklists for agent/contractor acceptance plus minimal incident runbooks.

You get a production-ready deploy checklist, prompt/task template library, architecture template, and mini incident runbook.

Format

2 weeks of practice and reviews

  1. 2 sessions weekly75-90 minutes each (live + recordings).
  2. Homework practice1-2 hours per week, optional light track.
  3. Review loopweekly Q&A plus participant architecture review in a group of 10.
  4. 1:1 consultationspersonal sessions - deep dive into your project, architecture, and deploy plan.
  5. Capstonea production-ready deploy plan for your service/project.
  6. After the courselifetime access to all materials and recordings + the club members chat.

Platform: Zoom + Telegram + materials in Notion.

Social proof

What participants say

"I finally understood what to ask from DevOps and how to verify delivery."

- Anna, Product

"No more fear of cloud bills or downtime. The checklists are excellent."

- Mike, Indie Developer

FAQ

Common questions

Do I need DevOps experience?

No. The program is designed for product builders and developers without deep DevOps background.

Will sessions be recorded?

Yes, every session is recorded and shared with participants.

How much time should I plan?

About 2-3 hours per week including sessions and practice.

Are there personal consultations?

Yes. Besides group reviews in a group of 10, every participant gets 1:1 consultations on their own project: architecture, deployment, priorities. Extra sessions can be purchased separately.