AI development without chaotic code generation

Deveed understands the task, turns it into an interactive prototype, checks development readiness and AI cost risk — then helps you build, verify, maintain, and evolve the product.

Less guessing. Less rework. Less wasted AI credits.

Check task readiness

Deveed

Acme Portal⌄ Refund management portal

Ready for build

↻ Saved just now

☷ Share

↗Ask Deveed

Initial task request

Build a portal for customers to request and track refunds. Customers can submit refund requests, check status, receive updates by email, and managers can approve or reject requests with audit history.

✎ Edit task

▣ Source: Brief

◷ Updated just now

♙ Owner: Alex

Task readiness ⓘ

97%

Ready for controlled build

Rework risk ⓘ

Low

Key flows confirmed

AI credit waste ⓘ

Low

Build split is defined

Confidence ⓘ

High

Based on confirmed spec

✓ Understand

✓ Show

✓ Clarify

✓ Score

↗ Build

⚒ Maintain

Acme Refunds Help Alex⌄

Request a refund

Order number

Reason

Your requests

✓ Prototype validated. Roles, flows, states, and approval rules are confirmed.

Next recommended steps

▣ Generate data model and access rules ›

▣ Build refund workflow and approval logic ›

▣ Generate interface states and email updates ›

▣ Add acceptance tests and QA checks ›

Deveed suggestion

This task is ready for controlled generation. Build it in four reviewable steps to keep quality high and AI credit usage predictable.

Start controlled build

AI development without chaotic code generation

Deveed understands the task, turns it into an interactive prototype, checks development readiness and AI cost risk — then helps you build, verify, maintain, and evolve the product.

Less guessing. Less rework. Less wasted AI credits.

Check task readiness

Deveed interface preview with task readiness, prototype preview, risks, questions, and Ask Deveed button

Why Deveed understands before it builds

AI development needs engineering discipline

Fast generation is easy. Building the right product is harder.

Deveed restores the engineering layer that AI builders often skip: task analysis, prototype validation, requirement clarification, readiness scoring, cost-risk control, and step-by-step verified build.

◌

Understand

Analyze goals, roles, flows, constraints, data, risks

▣

Show

Create interactive prototype to align early

?

Clarify

Surface gaps, conflicts, edge cases and decisions

72

Score

Check readiness, rework risk and AI cost

⌘

Build

Generate in small steps with tests and checks

↗

Maintain & evolve

Verify, document, fix, extend and keep improving

Initial task request

Build a portal for customers to request and track refunds. Customers can submit refund requests, check status, receive updates by email, and managers can approve or reject requests with audit history.

✎ Edit task

▣ Source: Brief

◷ Updated just now

♙ Owner: Alex

Task readiness ⓘ

22%

Too early to build

Rework risk ⓘ

High

Key flows missing

AI credit waste ⓘ

High

Likely if built now

Confidence ⓘ

Low

Based on initial info

◌ Understand

▣ Show

? Clarify

◯ Score

↗ Build

⚒ Maintain

Prototype preview

Open prototype ↗

Acme Refunds Help Alex⌄

Request a refund

Order number

Reason

Your requests

Key decisions are missing. Starting build now will create rework. Review risks →

Next recommended steps

Define user roles and permissions ›

Map refund workflow and decision points ›

Add error, edge and empty states ›

Deveed suggestion

Do not generate yet. Clarify critical flows first to reduce AI waste.

Clarify task

Initial task request

Build a portal for customers to request and track refunds. Customers can submit refund requests, check status, receive updates by email, and managers can approve or reject requests with audit history.

✎ Edit task

▣ Source: Brief

◇ Prototype v0.3

♙ Owner: Alex

Task readiness ⓘ

62%

Needs confirmation

Rework risk ⓘ

Medium

Gaps are visible

AI credit waste ⓘ

Medium

Can be reduced

Confidence ⓘ

Medium

Prototype reviewed

✓ Understand

▣ Show

? Clarify

◯ Score

↗ Build

⚒ Maintain

Prototype preview

Open prototype ↗

Acme Refunds Help Alex⌄

Request a refund

Order number

Reason

Your requests

Status: In review

Prototype exposes missing approval and failed-payment states. Confirm flows →

Next recommended steps

Confirm manager approval role ›

Define failed-payment state ›

Validate customer status flow ›

Deveed suggestion

Review the prototype with stakeholders before generating code.

Send for review

Initial task request

Build a portal for customers to request and track refunds. Customers can submit refund requests, check status, receive updates by email, and managers can approve or reject requests with audit history.

✎ Edit task

▣ Source: Brief

◯ Scored just now

♙ Owner: Alex

Task readiness ⓘ

72%

Ready with guardrails

Rework risk ⓘ

Medium

Split build required

AI credit waste ⓘ

Lower

After clarification

Confidence ⓘ

High

Build plan prepared

✓ Understand

✓ Show

✓ Clarify

◯ Score

↗ Build

⚒ Maintain

Build plan preview

Open build plan ↗

Controlled build path Data → Logic → Interface → Tests

Build phase 1

Data model and access rules

Refund request lifecycle

Validation

Acceptance tests linked

Build in 4 reviewable steps to reduce rework and AI credit waste. Start build →

Next recommended steps

Generate data model and access rules ›

Build refund workflow and approval logic ›

Add interface states and acceptance tests ›

Deveed suggestion

The task is ready for controlled generation with human review after each step.

Start controlled build

Why Deveed understands before it builds

AI development needs engineering discipline

Fast generation is easy. Building the right product is harder.

Deveed restores the engineering layer that AI builders often skip: task analysis, prototype validation, requirement clarification, readiness scoring, cost-risk control, and step-by-step verified build.

◌

Understand

Analyze goals, roles, flows, constraints, data, risks

▣

Show

Create interactive prototype to align early

?

Clarify

Surface gaps, conflicts, edge cases and decisions

72

Score

Check readiness, rework risk and AI cost

⌘

Build

Generate in small steps with tests and checks

↗

Maintain & evolve

Verify, document, fix, extend and keep improving

Initial task request

Build a portal for customers to request and track refunds. Customers can submit refund requests, check status, receive updates by email, and managers can approve or reject requests with audit history.

✎ Edit task

▣ Source: Brief

◯ Scored just now

♙ Owner: Alex

Task readiness ⓘ

72%

Ready with guardrails

Rework risk ⓘ

Medium

Split build required

AI credit waste ⓘ

Lower

After clarification

Confidence ⓘ

High

Build plan prepared

✓ Understand

✓ Show

✓ Clarify

◯ Score

↗ Build

⚒ Maintain

Build plan preview

Open build plan ↗

Controlled build path Data → Logic → Interface → Tests

Build phase 1

Validation

Build in 4 reviewable steps to reduce rework. Start build →

What you can do with Deveed

Build new products. Understand and evolve existing ones.

Deveed works with both greenfield ideas and existing software systems. Start from a blank page, a client request, an internal task, or a legacy codebase.

Deveed

Acme Portal⌄ Refund management portal

Mode routing

↻ Saved just now

☷ Share

↗ Ask Deveed

Initial task request

✎ Edit task

Build a portal for customers to request and track refunds.
Customers should be able to submit a refund request, check status,
and receive updates via email.

▣ Source: Brief ◷ Created just now ♙ Owner: Alex

Build an internal analytics module for the refund system used by a large US bank.
Analyze refund volumes, approval bottlenecks, SLA breaches, and risk patterns
across branches, channels, and customer segments.

▣ Source: Product brief ✓ Docs attached ✓ Repository connected

Attach documents No files attached

Attach documents 4 documents attached

Connect repository Repository not connected

Connect repository refund-platform repo connected

Task category

Manual override available

Detected by Deveed

New product

Deveed fixed the category based on the initial task request and available context.

Legacy / existing system

Deveed detected an existing product context from attached documents and repository.

Change category manually

New product

Legacy / existing system

The category controls the next analysis path and recommended steps.

Next analysis path

Build from zero route Existing system route

1Goal

2Users

3Roles

4Flows

5Reqs

6UI

7Plan

1Code

2Data

3Deps

4Rules

5Risks

6Tests

7Plan

New product path

Build from zero

Go from idea to the first working version.

Deveed helps clarify the goal, users, roles, flows, requirements, interface, development plan, verification steps, and release path.

01

1

Idea

Start from a blank page, client request, internal task, or product hypothesis.

2

Goal, users, roles

Clarify who the product is for, what it must achieve, and who does what.

3

Flows, requirements, interface

Turn the idea into user flows, requirements, screens, states, and edge cases.

4

Plan, checks, release path

Create a development plan with verification steps and a clear path to release.

5

First working version

Move from concept to a working product version that can be reviewed and improved.

Have a new product idea?

Start with a blank page and turn it into a build-ready product path.

Start new product

Existing system path

Work with existing software

Understand the system before changing it.

Deveed analyzes the codebase, roles, data, dependencies, business rules, user flows, risk areas, and test coverage. If documentation is outdated or missing, Deveed helps rebuild functional and technical documentation first. Then it helps you safely extend, modernize, and maintain the product.

02

1

Existing codebase

Start from a legacy system, existing product, repository, or application.

2

Roles, data, dependencies

Map users, permissions, data structures, integrations, and technical dependencies.

3

Business rules and flows

Recover how the system behaves, including user flows, rules, exceptions, and hidden logic.

4

Risks, tests, documentation

Identify risk areas, test coverage gaps, and rebuild functional and technical documentation.

5

Safe evolution

Extend, modernize, and maintain the product with clearer context and lower change risk.

Already have a product or codebase?

Analyze the system first, then extend or modernize it with lower change risk.

Analyze existing system

Deveed helps new products start correctly.
Existing systems become easier to understand, change, and maintain.

What you can do with Deveed

Build new products. Understand and evolve existing ones.

Deveed works with both greenfield ideas and existing software systems. Start from a blank page, a client request, an internal task, or a legacy codebase.

New product path

Build from zero

Go from idea to the first working version.

Deveed helps clarify the goal, users, roles, flows, requirements, interface, development plan, verification steps, and release path.

01

1

Idea

Start from a blank page, client request, internal task, or product hypothesis.

2

Goal, users, roles

Clarify who the product is for, what it must achieve, and who does what.

3

Flows, requirements, interface

Turn the idea into user flows, requirements, screens, states, and edge cases.

4

Plan, checks, release path

Create a development plan with verification steps and a clear path to release.

5

First working version

Move from concept to a working product version that can be reviewed and improved.

Have a new product idea?

Start with a blank page and turn it into a build-ready product path.

Start new product

Existing system path

Work with existing software

Understand the system before changing it.

Deveed analyzes the codebase, roles, data, dependencies, business rules, user flows, risk areas, and test coverage. If documentation is outdated or missing, Deveed helps rebuild functional and technical documentation first. Then it helps you safely extend, modernize, and maintain the product.

02

1

Existing codebase

Start from a legacy system, existing product, repository, or application.

2

Roles, data, dependencies

Map users, permissions, data structures, integrations, and technical dependencies.

3

Business rules and flows

Recover how the system behaves, including user flows, rules, exceptions, and hidden logic.

4

Risks, tests, documentation

Identify risk areas, test coverage gaps, and rebuild functional and technical documentation.

5

Safe evolution

Extend, modernize, and maintain the product with clearer context and lower change risk.

Already have a product or codebase?

Analyze the system first, then extend or modernize it with lower change risk.

Analyze existing system

Deveed helps new products start correctly.
Existing systems become easier to understand, change, and maintain.

Budget impact

Build better software with a lower total budget

Deveed helps reduce the cost of building and maintaining software by preventing poorly prepared AI generation, reducing avoidable rework, and lowering the amount of manual engineering work required to deliver and support suitable products.

25–40 %

Lower AI generation waste

Reduce unnecessary AI spend caused by repeated prompts, regenerated code, broken flows, and poorly scoped build attempts.

Before generation

30–50 %

Lower development budget for suitable projects

Lower the total cost of delivery by reducing manual analysis, specification, prototyping, coding, testing, documentation, and rework needed to ship the product.

During delivery

20–35 %

Lower post-launch maintenance cost

Reduce future support and change costs with clearer architecture, stronger documentation, better test coverage, and fewer avoidable defects.

After launch

Trust, security, and control

AI acceleration without losing control of your code

Deveed is built for product owners, developers, teams, and organizations that need AI speed without handing over control of their software. You decide what Daveed can access, what it can analyze, and what changes can move forward.

Control gates

Every important step has a gate

Deveed can help analyze, propose, and prepare changes — but access, sensitive data, and code movement stay controlled before anything advances.

01

Connect

Choose repositories, branches, files, and projects Daveed can access.

02

Scan

Secrets, keys, passwords, and sensitive data are detected and blocked.

03

Analyze

Daveed analyzes in read-only mode by default and records assumptions.

04

Propose

Daveed explains suggested changes, risks, and impact before moving forward.

05

Approve

Important actions require explicit confirmation from you or your team.

06

Change

Changes go through branches, diffs, reviews, checks, and approval.

Every step is visible, recorded, and controlled before code changes move forward.

Read-only by default

Deveed can analyze a codebase without permission to change it.

Controlled access

Give access only to selected repositories, branches, files, or projects.

Sensitive data protection

Secrets, keys, passwords, and sensitive data are detected and blocked.

Human approval

Important changes require explicit confirmation before they move forward.

Action history

AI decisions, assumptions, analysis steps, and changes are recorded.

Safe change workflow

Changes go through branches, diffs, reviews, checks, and approval.

Private deployment options

Support for a private environment, customer infrastructure, or a local agent.

Deveed helps you understand, build, and evolve software without losing control of your code or intellectual property.

Start with readiness, not generation.

Check your idea, task, or existing product before spending AI credits on the wrong build.

Check task readiness

Trust, security, and control

AI acceleration without losing control of your code

Deveed is built for product owners, developers, teams, and organizations that need AI speed without handing over control of their software. You decide what Daveed can access, what it can analyze, and what changes can move forward.

Control gates

Every important step has a gate

Deveed can help analyze, propose, and prepare changes — but access, sensitive data, and code movement stay controlled before anything advances.

01

Connect

Choose repositories, branches, files, and projects Daveed can access.

02

Scan

Secrets, keys, passwords, and sensitive data are detected and blocked.

03

Analyze

Deveed analyzes in read-only mode by default and records assumptions.

04

Propose

Deveed explains suggested changes, risks, and impact before moving forward.

05

Approve

Important actions require explicit confirmation from you or your team.

06

Change

Changes go through branches, diffs, reviews, checks, and approval.

Every step is visible, recorded, and controlled before code changes move forward.

Read-only by default

Deveed can analyze a codebase without permission to change it.

Controlled access

Give access only to selected repositories, branches, files, or projects.

Sensitive data protection

Secrets, keys, passwords, and sensitive data are detected and blocked.

Human approval

Important changes require explicit confirmation before they move forward.

Action history

AI decisions, assumptions, analysis steps, and changes are recorded.

Safe change workflow

Changes go through branches, diffs, reviews, checks, and approval.

Private deployment options

Support for a private environment, customer infrastructure, or a local agent.

Access

Read-only by default. You choose what Deveed can access.

Analysis

Secrets, keys, passwords, and sensitive data are detected and blocked.

Changes

Code changes go through branches, diffs, reviews, and explicit approval.

Scoped repository, branch, file, and project access

Action history for AI decisions, assumptions, and changes

Safe workflow with review, checks, and human approval

Private deployment options: private environment, customer infrastructure, or local agent for sensitive projects.

Deveed helps you understand, build, and evolve software without losing control of your code or intellectual property.

Start with readiness, not generation.

Check readiness before spending AI credits on the wrong build.

Check task readiness

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