From your notes to working software
VisualAgentic doesn't hand your whole project to one giant AI call. It breaks the work into small, well-defined pieces, then runs a small team of specialized agents that each pick up exactly the piece they're good at — the same way a real software team would.
1. The Decomposition
Every project is broken into progressively smaller, easier-to-verify chunks. Nothing is ever handed to an agent as one giant, vague task.
Sub-Task
Backend slice
Sub-Task
Middleware slice
Sub-Task
Frontend slice
bolt These three run in parallel, each by its own specialist developer agent — never combined into one.
Smaller pieces mean each agent call uses fewer tokens, stays focused, and is easy for you to review — instead of one agent trying (and often failing) to hold an entire feature in its head at once.
2. The Feature Agent Loop
Every Feature marches through the same consistent stages, each owned by a specific agent. This repeats, feature after feature, until the whole project is done.
Planning
Solution Architect designs how the feature fits the system.
Development
Lead Developer splits the work three ways; Backend, Middleware, and Frontend developers build in parallel.
Review
Lead Developer checks the merged work before it's considered real progress.
Documentation
Solution Architect updates the design docs to match what was actually built.
QA Testing
QA Test Case Writer drafts test steps; QA Tester runs them against the live app.
Complete
Lead Developer signs off and marks the Feature complete in the project plan.
This whole loop repeats for the next Feature in the plan, automatically. Once every Feature in the project is complete, a Security Engineer runs one final security pass over the whole codebase.
3. Inside Every Agent
Whichever role is active, it works the same simple way: think, act, check — on repeat, until the job is genuinely done.
Think
The agent calls its LLM with the task and everything it has learned so far.
Act
It uses a tool — reads a file, writes code, or runs a command — and sees the result.
Check
Done? It signals completion and exits. Not done? It loops back to Think.
A budget of attempts guards every loop — if an agent runs out of room without finishing, the work is safely wrapped up instead of spinning forever.
4. Meet the Agent Team
Every role is modeled after a real person on a software team, so the process stays familiar and easy to follow.
Product Manager
Turns your raw notes into a formal requirements document.
Project Manager
Kicks off design work and drafts the Feature list for the project.
Solution Architect
Writes the technical design and keeps documentation in sync with the code.
Business Analyst
Writes the acceptance criteria so "done" has a clear, testable meaning.
UI Designer
Mocks up the look and feel before a single line of code is written.
Web Search Agent
Checks for existing similar projects so you don't reinvent the wheel.
Lead Developer
Splits each feature into Backend/Middleware/Frontend work and signs off on it.
Backend Developer
Builds the data, engine, and infrastructure layer.
Middleware Developer
Builds the APIs, integrations, and service orchestration.
Frontend Developer
Builds the UI and rendering layer users actually see.
QA Test Case Writer
Writes plain-language test steps for the new feature.
QA Tester
Runs those test steps against the live, running application.
Security Engineer
Runs one full security review once the entire project is complete.
Ready to see it build something?
Head back to the homepage to download the Windows Client and get started.