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The AI-driven development lifecycle

Turn ideas into shipped software. in one shared flow.

Stakeholders, developers, and AI agents work in one conversation — with decisions, specs, and build context that stay attached from idea to impact.

See the workflow

Includes a 30-day free trial

5
Phases
33
Stages
14
Agents
SignalsAIAI-DLC
+3
Maya

We should add multi-tenant support for the dashboard. Here's the context...

AI Agent

Asking clarifying questions...

  • What are the tenant isolation requirements?
  • How will this impact existing users?
  • Should we support custom domains?
Arjun

Good questions. Here are the answers:

Multi-tenant requirements3 key points...
Message the team or @agent...

The problem

Most AI work is scattered.Progress gets lost.

The promise

Signals AI-DLC keeps the lifecycle connected.

One workspace. A shared thread. From idea to pull request and beyond.

How it works

A structured flow from idea to impact.

Signals AI-DLC follows a clear lifecycle, with AI agents and your team working together at every step.

01

Bring the idea into a shared workspace.

MayaLet's build a new analytics dashboard.
02

Agent questions become recorded decisions.

AI AgentWhat are the key user segments?
Decision recorded
03

PRD and specs become shared artifacts.

PRDProduct requirements
SpecTechnical specification
04

Approved context moves to a private window.

Shared Private

Send to developer workspace with full context.

05

The build result returns to the team.

Pull request ready#482
  • Tests passed
  • Ready for review
06

The next iteration starts from the same context.

Same context. New possibilities.

The workspace

Two spaces. One continuous flow.

A shared workspace for alignment. Private windows for execution. Everything stays connected.

Built for real teams. Not just another AI chat.

Shared context for the whole team

Stakeholders, developers, and agents stay on one thread — not scattered DMs.

Decisions stay attached to the work

Every choice is recorded next to the PRD, spec, and build — searchable later.

Private build windows when you need focus

Execute in private, then bring results back to the shared conversation.

Traceability from idea to deploy

Follow the full lifecycle — idea, decisions, PRD, build, review, learn.

Built on a real methodology

The complete AI-driven development lifecycle.

Signals AI-DLC is built on the open AI-DLC methodology — a structured lifecycle, not a loose chat. 5 phases, 33 stages, and 14 specialized agents working together.

1. Idea

Capture intent

2. Decisions

Align early

3. PRD

Scope the work

4. Spec

Define build

5. Build with context

Agents + humans

6. Review

Ship quality

7. Deploy

Release

8. Learn

Feed next cycle

See the workflow

A short walkthrough of shared context, agent activity, and private builds.

Ready to build together

Make AI development collaborative. And keep the thread.

Signals AI-DLC gives your team a structured, collaborative workspace to go from idea to impact — with AI agents, real context, and a clear path to shipped software.

30-day free trial · No credit card required