investingloses ground at every handoffwhat connected work is worth
Q1
Q2
Q3
Q4
Q1
Q2
Q3
Q4
Year 1Year 2
Four vendorsOne team (dev3lop)
dev3lop HQ
Target
Your CRM
Billing
Re-keyed by hand
3 milestones
CFO
Ops lead
Analyst
Sales
IT
Support
6 interviews · 3 links between them
Ops lead · interview 3EveryMondayIre-keytheCRMexportintobilling.
Cadenceevery Monday
Painre-keying
SystemCRM
Example backlog item #214Nightly CRM → billing syncDone when: zero re-keyed rows at month-endFrom: ops lead, interview 3, 00:14:32
0 AI agents · dev3lop-directed
Clouds + on-prem
Databases
APIs
One core · dev3lop
ShippedWeb app · React · Vite · TailwindFront end · Vue.jsSite · AstroDesktop app · Electron · C++
Vendor A · discovery
Vendor B · notes + backlog
Vendor C · build shop
Vendor D · hosting
− re-explained
− handoff
− waiting
dev3lop
How we build · about a minute
One team runs every step, from the first diagram to profit
Your business is the board and dev3lop is the one player at the controls. Each level below is one step of how we build custom software. Scroll to play.
! someone to interview profit (illustrative)
Level 1 · Discovery
We diagram your systems, targets and milestones
Before any code, we map how your systems and teams actually work: where data lives, where it is re-keyed by hand, the target you are aiming at and the milestones on the way. Requirements start here.
System diagram
Targets
Milestones
Requirements
Level 2 · Interviews
We interview your people and connect the dots
We talk to the people who do the work, then link what they said. When finance and ops describe the same spreadsheet from opposite ends, that link becomes a requirement.
CFO
Ops lead
Analyst
Sales
IT
Support
Level 3 · Transcription
Every interview becomes text we can search
Interviews are recorded and transcribed, voice to text. Language models tag each line with the systems named, the pain described and the deadlines mentioned, so nothing depends on someone’s notes.
“Every Monday I re-key the CRM export into billing, and hope nothing breaks before month-end close.” Example · ops lead, interview 3, 00:14:32
Level 4 · Backlog
The transcripts generate the backlog
Tagged lines become backlog items with acceptance criteria. Each one links back to the person and the minute it came from, so every item is traceable.
Example #214 Nightly CRM → billing sync Done when: zero re-keyed rows at month-end · from: ops lead, interview 3, 00:14:32
Level 5 · AI agents
Thousands of AI agents work through that backlog
dev3lop spawns and orchestrates thousands of AI agents. They claim backlog items, then build, test and review in parallel while our engineers direct the work.
The scene draws 2,048 agents; every one works an item that traces back to a person.
Level 6 · Integration
Your clouds, databases and APIs feed one core
We are cloud-agnostic and on-prem capable. Wherever your systems live, we connect them into one place, including the CRM-to-billing step someone used to re-key by hand.
Clouds & on-prem
AWS
Azure
GCP
Netlify
DigitalOcean
On-prem
Databases
Postgres
Neon Postgres
SQL
SQL Server
MySQL
SQLite
APIs
REST
GraphQL
Webhooks
Streams
Level 7 · Delivery
We build and ship the platform end to end
Web apps in React, Vite and Tailwind, Vue.js and Astro front ends, and Electron desktop apps with C++ where speed matters. Once it ships, it starts paying back.
What we build with
React
Vite
Tailwind
Vue.js
Astro
C++
Electron desktop apps
Without the glue
Split across four vendors, profit is hard to generate
Hand discovery, notes, the backlog and the build to four different vendors and the work cracks at every handoff. Context gets re-explained, agents wait on someone else’s queue, and profit stalls.
With the glue
With one team connecting it all, profit grows over time
With one company on the whole board, nothing falls through the cracks and each quarter builds on the last. The numbers here are illustrative; the shape is what we build for.