AI Agent Teams That Plan, Code and Ship Software
Open, model-agnostic agentic development platform where teams of AI agents plan, design, code, test, and ship software. Cipher replaces isolated promp…
In plain English
Cipher is a platform where teams of AI agents plan, design, code, test and ship software together. It works with many AI models and keeps shared notes between agents. Teams pay for it. TrustMRR shows about $2,004 in revenue in the last 30 days. The agents write the code, while people review and approve it.
~$4 MRR; $2,004 verified revenue last 30 days (TrustMRR/Stripe, Oct 29, 2026)
Operator: Jacob Wellinghoff 🐚
Revenue independently checked: documents reviewed by a publication, or a public dashboard.
Not disclosed.
The tool stack
Payments
Anthropic API ↗LLM / agents
Next.js ↗Web app framework
Prices are the vendors' published list prices as researched in Oct 2026 and change often — always check the vendor's pricing page.
Step-by-step setup
- Ship an API or tool developers and agents call directly.
- Great docs, SDKs and MCP/CLI access.
- Usage-based or tiered pricing.
- Grow via developer communities and integrations.
What's automated vs. the human 15%
The machine does
- Core AI generation/analysis
- Billing and onboarding
You still do
- Product quality and support
- Distribution and marketing
- Compliance and edge cases
Overview
Open, model-agnostic agentic development platform where teams of AI agents plan, design, code, test, and ship software. Cipher replaces isolated prompt-to-code workflows with persistent orchestration, shared context, observability, and enterprise governance.
Operator: Jacob Wellinghoff 🐚. Category on TrustMRR: Software. Founded: 2026-07-29.
Estimated split: about 85% of the work automated, 15% human.
Realistic income
TrustMRR (checked Oct 29, 2026) shows about $4 MRR and $2,004 in Stripe-verified revenue over the last 30 days, $2,012 verified over its tracked history. This is one operator’s result, often after months or years of work, and doesn’t predict yours. Check the live listing — numbers change.
Risks
- Platform dependency on upstream models/tools.
- Support burden from technical users.
- Startup cost and time to first dollar are not disclosed.
*Income figures are illustrative ranges based on public pricing and typical outcomes reported by practitioners, not guarantees. Most new online businesses earn little or nothing at first. Not financial, legal or tax advice.
THE DAILY 6
The 6 best AI money stacks, in your inbox every morning.
Each pick comes with its tools and first steps, so you can start one in minutes.
Unsubscribe anytime.
Related stacks
SaaS
Adversarial AI Red-Teaming Infrastructure
LLM Infrastructure for adversarial, high-risk scenarios. Our adversarial AI helps authorised testers to simulate red teaming drills.
- Automation
- 85%
- Difficulty
- Hard
- Startup
- Not disclosed
$40,278 Last 30 days
$40,278 verified revenue last 30 days, mostly non-recurring (TrustMRR/Stripe, Oct 28, 2026)
VerifiedSaaS
Paid Library of Agent Skills for Claude Code & Cursor
Skillry is a growing library of Agent Skills for Claude Code, Codex, Cursor and other AI agents. Preview real outputs for Skills that create websites,…
- Automation
- 85%
- Difficulty
- Hard
- Startup
- Not disclosed
$3,918 MRR
~$3,918 MRR; $12,037 verified revenue last 30 days (TrustMRR/Stripe, Oct 27, 2026)
VerifiedSaaS
Agentic Back Office for Construction & Installers
Agentic AI SaaS automating back-office work for construction and installation companies, covering quoting, invoice reconciliation, budget control and…
- Automation
- 75%
- Difficulty
- Hard
- Startup
- Not disclosed
$400 MRR
~$400 MRR; $485 verified revenue last 30 days (TrustMRR/Stripe, Oct 25, 2026)
VerifiedBrowse more: Verified revenue AI businesses · AI agent and OpenClaw hosting business ideas · AI developer tool business ideas