CASE STUDY

Opsko: the agentic business OS that runs Code23

Opsko is our answer to a question clients keep asking: what does it actually look like to run a business on AI agents? It's the control plane Code23 runs on every day. Agents pick up real tasks, spend within budgets, stop for approval on anything that matters, and leave an audit trail for all of it.

Client
Opsko
Sector
AI development
Relationship
2026, in production daily
Services
Product engineering · Agent orchestration · Plugin architecture · AI operations

27

Agents provisioned

6,337

Tasks orchestrated

15

Live plugins

100

Database tables

Opsko workspace dashboard showcase

01 / the problem

Agents are easy. Running a business on them isn't.

Anyone can wire an AI agent to a to-do list. The hard part is everything around it: which model runs which job, what an agent is allowed to spend, what it must never do without a human, and how you find out what it did. Without that, agents stay a demo.

We wanted the missing layer: multi-company workspaces, agent identities with budgets and skills, approval-first execution, and cost attribution per task, with the whole thing extensible through plugins rather than hardcoded integrations.

  • 01 Give every agent an identity, budget and skill set
  • 02 Gate consequential actions behind human approval
  • 03 Attribute every penny of AI spend to real work
  • 04 Integrate the tools a business already runs on
Opsko agent detail showcase
Opsko agent artifacts showcase

02 / the solution

A control plane where agents are staff, not scripts.

React 19 + ViteExpress + DrizzleEmbedded PostgresMulti-model agent adaptersPlugin SDK

Opsko models companies, projects, issues and agents in one workspace. Agents run in bounded heartbeats through pluggable adapters across model providers, wake on schedules or assignments, and post their work back as tasks, artifacts and comments. Budgets are enforced with hard stops, and approval flows catch anything marked as needing a human.

A plugin architecture carries the integrations: CRM, meeting recordings, calendar, email, Linear sync and more, each installing its own pages, jobs and tools without touching the core. The result runs Code23 and a personal workspace side by side, with thousands of tasks orchestrated to date.

what we delivered

The work behind the result

Multi-company agent workspaces

The detail work that lifts the product above its spec.

Agent identities with skills and budgets

The detail work that lifts the product above its spec.

Approval-first execution

The detail work that lifts the product above its spec.

Per-task cost attribution

The detail work that lifts the product above its spec.

Plugin architecture with 15 live plugins

The detail work that lifts the product above its spec.

Multi-model agent adapters

The numbers that matter, visible while they can still change decisions.

Sandboxed execution workspaces

The detail work that lifts the product above its spec.

Built-in CRM and operations modules

Interface and identity work that gives the product its feel.

03 / the result

We run our company on it. That's the case study.

Opsko runs Code23's daily operations: 27 agents across two companies, 6,000+ tasks orchestrated, 15 live plugins and a full audit trail behind every action. It's the platform our AI consultancy is built on.

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