Turn your brownfield, green.

The AI-Powered Issue-to-PR Pipeline

Incredibuilders automates your entire development lifecycle — from claiming a GitHub issue to merging a production-ready PR. Six structured stages. Enforced quality gates. Zero context loss.

01
Issue Pickup
02
Feature Planning
03
Feature Dev
04
Feature Validate
05
PR Create
06
PR Merge

Six Stages. One Pipeline.
Zero Context Loss.

Each stage runs in isolation with focused context. Clean handoffs between stages — not accumulated conversation history.

01

Issue Pickup

Claim issues with intelligent priority sorting

Automatically selects the highest-priority issue. Branch created, requirements extracted, environment ready.

02

Feature Planning

Documentation-first design that reduces overhead

Reads your project documentation before code. Creates a structured plan with phases, file changes, and test strategy. Requires your approval.

03

Feature Dev

Parallel implementation with automatic quality review

Independent file changes execute in parallel. Security scanning, standards compliance, and tests written alongside code.

04

Feature Validate

Build verification hard gate + automated testing

Build must pass — no exceptions. Framework-aware test execution, dead code detection, and validation against acceptance criteria.

05

PR Create

Auto-generated PRs with full traceability

Pre-flight quality checks, auto-generated description with full context, issue linking for automatic closure, and reviewer assignment.

06

PR Merge

CI auto-fix, review handling, and cleanup

Auto-fixes linter and format issues. Review feedback addressed intelligently. Epic auto-close. Full cleanup on merge.

Built Different

Not just another AI code generator. A complete development lifecycle with enforced standards at every step.

Context Isolation

Each stage runs in isolation with only the context it needs. No drift. No bloat. Complex features complete every time.

Documentation-First

Reads your project documentation before exploring code. Reduces overhead and ensures implementations match your standards.

Enforced Quality Gates

Build verification is a hard gate — not a suggestion. Plan approval required before coding. Acceptance criteria validated before merge.

Portable Skills

Write once, use everywhere. Same pipeline skills work across Claude, Copilot, Codex, Cursor, and Gemini.

Self-Healing Pipeline

Auto-fixes linter errors, format issues, and minor CI failures. Capped retries with automatic escalation to the developer.

Epic & Dependency Tracking

Automatic epic detection, sub-issue routing, dependency checking, and auto-closure when all sub-issues merge.

Not All Issues Are Equal

Incredibuilders doesn't throw the same resources at every issue. It scores complexity, selects the right model, and routes to the optimal pipeline path — deterministically.

Adaptive Complexity

Every issue is automatically assessed and routed to the right pipeline path — simple work finishes fast, complex work gets the depth it needs.

Learn more →

Smart Model Selection

The right AI model for every task. Lightweight models handle simple work. Powerful models handle complex reasoning. Your cost stays optimized.

Learn more →

Intelligent Routing

Simple issues finish in minutes. Complex work gets the full pipeline. The system adapts automatically — no manual configuration required.

Learn more →

Your Command Center in VS Code

Everything you need to run the full pipeline, right from your editor. No CLI required.

Incredibuilders Pipeline — VS Code
Incredibuilders VS Code extension showing the pipeline sidebar and project board

One-Click Pipeline

Run the full 6-stage pipeline on any issue with a single click. No terminal, no setup, no context switching.

Visual Progress Tracking

Real-time sidebar showing stage progress, status indicators, and estimated time remaining for each pipeline run.

Batch Overnight Runs

Queue multiple issues and let the pipeline process them sequentially. Start it before you leave — review PRs in the morning.

Token & Cost Monitoring

Track token usage and cost per stage in real time. Set budgets for batch runs and monitor efficiency trends over time.

From Issue to Merged PR

Three steps. Fully automated. You stay in control at every approval gate.

1

Pick an Issue

Select a GitHub issue or let Incredibuilders automatically choose the highest-priority work. Feature branch created. Requirements extracted. Ready to go.

2

AI Plans, Builds & Tests

Documentation-first planning, parallel implementation, and multi-phase validation — all automated with clean context handoff between stages.

3

Review & Merge

Auto-generated PR with full context and traceability. CI issues auto-fixed. Reviews categorized. Epic auto-closed on completion.

# Run the full pipeline on issue #42
$ incredibuilders run 42

Stage 1/6 — Issue Pickup … claimed, branch created
Stage 2/6 — Feature Planning … plan ready for review
Stage 3/6 — Feature Dev … 3 files changed, parallel execution
Stage 4/6 — Validation … build passed, 12 tests passed
Stage 5/6 — PR Create … PR #87 opened, closes #42
Stage 6/6 — PR Merge … merged, branch cleaned up

Works With Your Favorite AI Tools

Portable Agent Skills specification means no vendor lock-in. Start in one tool, continue in another.

C
Claude Code
G
GitHub Copilot
O
OpenAI Codex
Cu
Cursor IDE
Ge
Gemini CLI
VS
VS Code

Write skills once as portable SKILL.md files. They run everywhere — across Claude, Copilot, Codex, Cursor, and Gemini. Structured JSON context travels with you, so you can switch tools mid-issue without losing progress.

Legacy code doesn’t have to stay legacy.

Technical debt. Inherited chaos. Undocumented spaghetti.
Incredibuilders transforms any existing codebase into a streamlined, AI-powered development machine.

Start Transforming

Get Early Access

Be the first to know when Incredibuilders launches on the VS Code Marketplace.