Sprint 12 just shipped — 14 PRs merged, 0 rolled back

Ship software with an autonomous engineering team that understands your codebase.

11 specialized agents — PM, Architect, Dev, Reviewer, Test, Verifier, Merge — coordinate through a blackboard memory to take a spec to a tested, reviewed, merged PR. Powered by Claude, GPT-4o, and Gemini. Bring your own keys.

Connect your repo →See how it works
PMADRTM

Two packages. One boundary. Product Spine (PM, Architect, Analyst) analyses your codebase and scopes product changes. Swarm Build (+ Dev, Test, Verifier) carries approved changes into working code. The boundary is enforced server-side via validatePackageFlow at four API endpoints — no client-side gate.

Get startedCompare plans

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What you need to get started (admin rights for git tracking) →

🛠Dev
🔍Reviewer
🔀Merge
✅Done
PM
Thinking
ARCH
Idle
DEV
Idle
REV
Idle
QA
Idle
MRG
Idle
VER
Idle
INT
Idle
RET
Idle
Spec → Tickets → Code → Review → Test → Verified
11
specialized agents
3
LLM providers
5-layer
quality pipeline
7,000+
platform tests
6
stacks supported
Use cases

What are you building?

SwarmBoard adapts to greenfield, legacy, and everything in between. Pick the entrypoint that matches your work.

Greenfield projects

Start a new Next.js, FastAPI, .NET, Go, Spring Boot, or Rust repo. The Architect scaffolds, the swarm fills it in.

SB-618 · multi-stack registry

Legacy refactors

Point it at an existing repo. The Analyst maps your code; agents propose surgical changes scoped to PR-touchable files.

surgical fix mode · 5-turn cap

Feature delivery

Paste a spec. The PM decomposes into tickets, the swarm runs the sprint, you review the merged PRs.

13-status state machine

Bug-bashing

Open issues become tickets. Reviewer uses a different LLM than Dev so blind spots don't survive a single vendor.

cross-model validation

Migrations

Framework upgrades, dependency bumps, codemods. Architect-led debate proposes a plan; agents execute ticket-by-ticket.

architecture debate

Platform work

Internal tooling, MCP servers, CI/CD pipelines. Agents have full file/git/bash access and frequent-commit discipline.

workspace-isolated worktrees

Not a swap for your engineering team — a force multiplier.

Good fit
  • You have the spec, you need it shipped
  • You want code reviewed by a model that didn't write it
  • You're tired of single-vendor blind spots
  • You can review a PR but don't want to write it
Not a fit
  • You don't have a spec or know what you want
  • You need an IDE assistant — use Cursor/Copilot
  • One-off scripts; the orchestration overhead won't pay back
  • You can't accept any LLM-written code into your repo
How it works

From spec to merged PR in four steps.

No IDE required. Watch the board, chat to steer, review what lands.

01 · Spec

Drop in a spec

Paste a PRD, point at a Linear ticket, or import a meeting transcript. The Analyst extracts requirements.

AnalystPM
02 · Plan

Architect debates

Multi-LLM debate (Proposer / Challenger / Arbitrator) produces an architecture before a single line is written.

ArchitectPM
03 · Build

Swarm executes

Dev writes diffs in isolated worktrees. Test writes coverage. Reviewer pushes back. All in parallel.

DevTestReviewer
04 · Ship

Merge agent lands it

Quality gate passes, conflicts auto-resolve, PR merges. Retro agent learns for the next sprint.

VerifierMergeRetro
Cross-model · BYOK

Three providers. No rubber stamps.

Write with Claude, review with GPT-4o, verify with Gemini. Different training data catches different bugs. Per-role model assignment in Project Settings — swap anytime, your keys, your billing.

Next.js
package.json
.NET
*.csproj
FastAPI
pyproject.toml
Go
go.mod
Spring Boot
pom.xml
Rust
Cargo.toml
Anthropic Claude
PM · Architect · Dev (default)
connected
OpenAI GPT-4o
Reviewer · Verifier (cross-model)
connected
Google Gemini 2.5 Pro
Architecture debate · Retro
connected
Quality stack

Five layers between a draft and your main branch.

Every stage validates its own output before handing off — and every output is reviewed by a different model than the one that wrote it.

01

Spec gate

Analyst output checked for completeness — required sections, >3KB, no stub fields — before the Architect sees it.

02

Coverage check

PM verifies every spec route, screen, and model maps to a ticket. Below 80% — finding posted, sprint blocks.

03

Adversarial review

Reviewer assumes bugs exist and proves correctness. Banned rubber-stamp phrases. Real cross-boundary GitHub analysis.

04

Sprint verification

Verifier runs full test suite plus integration checks across the sprint. Independent provider, independent prompt.

05

Retro learning

Retro agent evolves the review checklist, coding standards, and architecture rules for the next sprint.

See it in action

What a sprint looks like.

SB-705 · Daily digest aggregation · 4 agents · live
17:29:48PMdecomposed spec into 7 tickets · Spec: Meeting Notes v2
17:30:02Devopened SB-705 · planning · reading 14 files
17:31:14Devwrote diff · 3 files · 142 lines
17:31:47Testwrote 6 fixtures + 4 integration cases
17:32:08ReviewerchangesRequested · "race in dedupe — see L84"
17:33:51Devfixed race · re-running tests
17:34:09✓quality gate passed · PR #284 ready to merge
17:34:22Mergerebased onto main · merged · sprint 12 +1
How we're different

Versus IDE assistants & single-vendor agents.

SwarmBoardIDE copilotsSingle-vendor agentDevin-style
Cross-model review✓——partial
Bring your own keys✓—partial—
11 specialized agents✓——3–4
Memory across sprints✓—sessionproject
Multi-stack greenfield6 stacksN/A1–22–3
No IDE required✓—partial✓
Pricing

Choose how SwarmBoard fits your work.

All plans include BYOK and unlimited seats. Pay for the orchestration, not the model tokens.

Product Spine
Buyer brings a working product
$299–349/mo
  • Connect existing repo
  • Analyst + PM + Reviewer + Verifier
  • Up to 1M tokens / month (standard tier)
  • Cross-model review (2 providers)
  • 3 active sprints
Start with Spine
MOST POPULAR
Swarm Build
Build, enhance, or analyse — full swarm
$499–599/mo
  • Greenfield + existing repos
  • All 11 agents · architecture debate
  • Up to 5M tokens / month (power tier)
  • 3 LLM providers · per-role assignment
  • Unlimited sprints · Linear two-way sync
  • Sprint memory · cross-sprint learning
Start with Build →
Enterprise
Custom budgets, audit, SSO
Talk to us
  • Custom token budgets & markup
  • SSO · SCIM · audit log export
  • Dedicated review-mode SLAs
  • OCI-based credential serving (Max Plan)
  • Custom MCP integrations
Contact sales

BYOK means you pay model providers directly. SwarmBoard never marks up your tokens.

V6 Packages

Choose How Far SwarmBoard Carries Your Work

Start with Product Spine (PM, Architect, Analyst agents — brownfield only) to understand your codebase and scope changes. Upgrade to Swarm Build (+ Dev, Test, Verifier) when you want SwarmBoard to carry approved changes into working code. Package boundary enforced server-side at project creation.

Product Spine

Deep product understanding from your existing codebase

$299–$349per repo / month

No per-seat pricing. BYOK.

Best for

Founder-led teams with a working product needing scope control and guardrails while their own developers build.

  • PM, Architect, Analyst agents
  • Repo onboarding with RepoPicker
  • Initial scan and rescan
  • Product codebase knowledge base
  • Findings, health score, and graph
  • Issue / feature / change scope
  • Review context and guardrails
  • BYOK (Claude, GPT-4o, Gemini)
  • SwarmBoard-led code generation
  • Sandbox / deployment path
Start with Spine
Full Build

Swarm Build

Full delivery orchestration with code generation

$499–$599per repo / month

No per-seat pricing. BYOK.

Best for

Teams that want SwarmBoard to carry approved product changes into working code where the codebase and stack fit.

  • All Product Spine features
  • PM, Architect, Dev, Reviewer, Test, Verifier agents
  • SwarmBoard-led build support
  • PR-ready implementation delivery
  • Code generation for supported stacks
  • Review and hardening support
  • Rescan after change (Product Spine stays current)
  • Greenfield + brownfield repo flows
Start with Swarm Build

Pilot Line (sandbox testing, deployment path, pilot-stage control) is on the roadmap. Pricing TBD when the layer is real enough to sell.

Get started

Ship faster with an autonomous AI engineering team.

Connect a GitHub repo, drop in a spec, and watch a sprint run end-to-end. Free 14-day trial — no card.

Connect your repo →Book a demo

Not a Copilot. An Autonomous Engineering Team.

Copilots and chat assistants still require a human driver. SwarmBoard runs a full sprint pipeline autonomously — from spec to merged PR — with enterprise-grade quality controls at every stage.

AI Copilot / Chat
  • •Human must drive every step manually
  • •No sprint planning, ticket lifecycle, or delivery pipeline
  • •No structured code review or regression testing
  • •Context resets with every new session
SwarmBoard
  • ✓9-agent sprint pipeline: PM, Architect, Dev, Reviewer, QA, Verifier, Retro, Merge, Integration
  • ✓Full autonomy: plan → code → review → test → deploy in coordinated sprints
  • ✓5-layer quality gates: lint, type, tests, review, cross-boundary checks
  • ✓BYOK: Claude, GPT-4o, Gemini on your keys
  • ✓3-tier memory: smarter each sprint
Recently Shipped

New Capabilities

The latest features shipped in V6 — two-package model, RepoPicker onboarding, and codebase intelligence.

Two-Package Model (V6)

Live

Product Spine provides PM, Architect, Analyst agents. Swarm Build adds Dev, Reviewer, Test, Verifier — full code delivery. Role visibility gated by getVisibleAgentRoles(orgPackage) (PR #576, PR #588).

RepoPicker Onboarding

Live

Package-aware OnboardingStep state machine (PR #578): repo-pick → decision → processing. Swarm Build sees RepoPicker; Spine sees a contextual block screen. Ticket Generation and Agent Config moved to /dashboard/settings/defaults (PR #588).

Start With a Template

What are you building?

Pick your category and SwarmBoard pre-fills your spec, ticket types, and quality profile — so your first sprint is running in under 5 minutes.

SaaS

Auth, billing, dashboard, multi-tenancy

Example

PlanTrack — Project SaaS

14 tickets · 3 sprints · 4 agents

See example

E-commerce

Product catalog, cart, checkout, payments

Example

ShopFlow — Modern Storefront

18 tickets · 4 sprints · 4 agents

See example

API / Backend

Endpoints, auth middleware, rate limiting, docs

Example

DataBridge API — REST Service

12 tickets · 2 sprints · 3 agents

See example

Mobile App

React Native, push notifications, offline sync

Example

HabitPulse — Mobile Habit Tracker

16 tickets · 4 sprints · 4 agents

See example

Internal Tool

Admin panel, data tables, role-based access

Example

OpsDesk — Internal Operations Tool

10 tickets · 2 sprints · 3 agents

See example

Open Source

README, contributing guide, CI/CD, releases

Example

react-query-builder — Open Source Library

8 tickets · 2 sprints · 3 agents

See example

Templates are a starting point — your agents adapt to your specific requirements.

From Idea to Production

From idea to production in four steps. You stay in control at every checkpoint.

Step 1

Connect Your Repo

Pick your existing repo from GitHub using RepoPicker. SwarmBoard scans it, builds a product knowledge base, and identifies your current system shape.

Step 2

Scope a Product Change

Describe an issue, feature, or product change. The PM and Architect agents scope it against your actual codebase — generating tickets and review context.

Step 3

Build or Review

Product Spine teams use findings and guardrails while their own developers build. Swarm Build teams have Dev, Test, and Verifier agents carry approved changes into code.

Step 4

Ship with Confidence

Lint, typecheck, tests, code review, and cross-boundary checks run on every ticket. You approve the final PR.

Works With Your Stack

Any Language. Any Framework. Full Autonomy.

SwarmBoard agents analyze any codebase and autonomously build on select stacks — with more added every quarter.

🔍

Tier 1 — Analyze any language

Our AI agents reverse-engineer your codebase. No compilation needed — agents read your source directly.

Languages (18+)

C#JavaPythonTypeScriptJavaScriptGoRustRubyPHPKotlinSwiftDartScalaC/C++ElixirHaskellLuaPerlR

Frameworks (16+)

.NETSpring BootFastAPIDjangoNext.jsReactVue.jsAngularExpressNestJSRailsLaravelFlutterReact NativeSveltePhoenix

Config & Infra (12+)

DockerKubernetesTerraformGitHub ActionsYAMLTOMLJSONGraphQLProtobufSQLPrismaOpenAPI
⚡

Tier 2 — Build select stacks

Full autonomous dev pipeline — agents write code, run tests, create PRs, merge.

🔷
C#/.NET 8
✓ Ready
🟦
TypeScript/Next.js
✓ Ready
🐍
Python/FastAPI
✓ Ready
☕
Java/Spring Boot
✓ Ready
🐹
Go
✓ Ready
🦀
Rust
✓ Ready
🔜

Tier 3 — Expanding roadmap

Upcoming stacks — added on a quarterly cadence.

SoonPHP/LaravelSoonVue.jsSoonAngularSoonReact NativeSoonKotlin/AndroidSoonRuby/Rails
Request a Stack

Vote or request — community-driven prioritization

What's the difference between Analyze and Build?

Analyze

Reads any language — produces architecture diagrams, documentation, tech debt reports, and backlog tickets. No toolchain required. Works on any source file.

Build

Writes production code, runs tests, creates PRs, and merges — autonomously. Requires a known toolchain (compiler, test runner, linter). Expanding quarterly.

Brownfield Mode

Already have a codebase?

Point SwarmBoard at your Git repo. Our agents reverse-engineer it and tell you what's there, what's broken, and what to do next.

Understand

Architecture diagrams

Auto-generated Mermaid diagrams of your system's high-level structure.

Module dependency map

Visual graph of how modules, packages, and services connect to each other.

API route discovery

Inventories every HTTP endpoint, handler, and middleware across your codebase.

Health score (0-100)

Composite health score based on test coverage, tech debt, dead code, and complexity.

Detect

Dead code detection

Finds exported functions, modules, and classes that nothing in your codebase calls.

Unwired features

Surfaces built-but-never-integrated code — the #1 source of wasted engineering.

Test gap analysis

Identifies modules without tests and ranks gaps by risk and exposure.

Security surface scan

Highlights auth gaps, exposed secrets, unvalidated inputs, and injection risks.

Act

Auto-generate tickets

Creates structured backlog tickets across 6 categories: bugs, debt, tests, docs, security, features.

Rescan & diff

Re-analyzes on demand and shows exactly what changed since the last scan.

Categorized backlog

Organizes all findings into a prioritized, actionable backlog ready for sprints.

Legacy boundaries

Marks modules that are risky to change — safe-to-touch vs. do-not-touch zones.

Find test gaps in ANY language. Write tests for supported stacks — autonomously.

Analyze detects which modules have tests and which don't. For supported Build stacks, our Test agent writes the missing tests automatically — no manual effort required.

From repo to roadmap in 4 steps

1

Connect

Paste your Git URL + branch. SwarmBoard clones and indexes your repo in seconds.

2

Analyze

AI scans with a 3-pass analysis: structure, risks, and actionable findings.

3

Triage

You confirm findings, dismiss false positives, and set priorities.

4

Act

Tickets and docs are generated. Your agent team starts the first sprint.

Try Brownfield Mode

Connect any Git repo — public or private. GitHub, GitLab, Bitbucket, self-hosted.

Competitive Positioning

How We’re Different

Bolt, Replit, and Base44 generate code. SwarmBoard delivers complete projects — with a governed multi-agent pipeline, code review, test generation, sprint management, and human approval gates baked in.

Feature
SwarmBoard
AI delivery team
Bolt
AI code generation
Replit
Browser IDE + AI
Base44
App builder
Full delivery pipeline✅❌❌Partial
Code review✅❌❌❌
Test generation✅❌Partial❌
Sprint management✅❌❌Partial
Brownfield support✅Partial❌❌
Human approval gates✅❌❌Partial

SwarmBoard is an autonomous scrum team, not a code generator. You set the spec and approve the PR — the 9-agent pipeline handles the rest.

See It In Action

Watch SwarmBoard transform a meeting transcript into production code — autonomously.

Meeting → Spec
Transcript

Team standup: We need OAuth for Google & GitHub.

Sarah: MFA support is a must-have.

Alex: JWT session management, secure refresh.

→
Extracted
✓OAuth providers: Google, GitHub
✓MFA support required
✓JWT session + secure refresh
View Full Interactive Demo →

Your Code, Your Repo

SwarmBoard runs on your GitHub repo. Agents work on feature branches, push code, and create PRs. Everything stays in version control. You own every line of code.

Why GitHub?

Enterprise teams already use GitHub. SwarmBoard integrates, not replaces.

  • ✓All code in your repository
  • ✓Native Git branching and merge strategy
  • ✓Full audit trail in Git history
  • ✓Works with existing GitHub Actions

How It Works

Agents collaborate through Git workflows. No proprietary abstraction.

  • ✓Dev agents push to feature branches
  • ✓Reviewer creates PRs with findings
  • ✓Tests run automatically via CI
  • ✓Merge back to main when ready

What NOT to Expect

SwarmBoard is not a code generation chatbot or magical fixer.

  • ✓Specs still need to be clear and testable
  • ✓Code doesn't auto-materialize from ideas
  • ✓You still review every PR

Bottom line: Your repo stays your repo. SwarmBoard is a tool that runs on GitHub, not a walled garden that holds your code hostage.

Bring Your Own API Keys

Use Claude, GPT-4o, or Gemini on your keys. SwarmBoard routes tasks to the best model for each agent role. No vendor lock-in, configurable per project.

Anthropic ClaudeOpenAI GPT-4oGoogle Gemini

Continuous Improvement

Memory → Standards → Prompts. Each sprint makes agents smarter.

1

Memory

Accumulate decisions and patterns from every sprint. Shared knowledge improves future decisions.

2

Standards

Extract patterns into shared standards. Apply them consistently across all agents.

3

Prompts

Refine system prompts based on standards. Agents improve at their roles automatically.

  • Quality improves automatically each sprint
  • Faster implementation from shared patterns

Team Intelligence in Action

A typical sprint session. Agents coordinate, hand off work, and catch issues automatically.

Live Sprint Activityexample session
Agents working...
9
Delivery Agents
5
Quality Layers
3
LLM Providers
3
Memory Tiers
14,854+
Platform Tests

Recently Shipped

Core capabilities that shipped this quarter.

Shipped2026-03-15

Multi-Agent Pipeline

9 specialized agents coordinate autonomously — PM, Architect, Dev, Reviewer, QA, Verifier, Retro, Merge, and Integration.

Shipped2026-03-31

Multi-Model Architecture Debate

Claude proposes, GPT-4o challenges, Gemini arbitrates. Avoid groupthink before writing code.

Shipped2026-03-31

Cross-Model Code Review

Different models catch different bugs. Claude writes, GPT-4o reviews, Gemini verifies.

Shipped2026-04-05

Interactive Blackboard

Post signals, directives, and decisions. Resolve decisions into ADRs or tasks. Real-time SSE updates. Agent activity monitoring.

Shipped2026-04-04

Meeting Intelligence

Upload meeting transcripts from Zoom, Teams, or any source. AI extracts specs and action items. Browse by date with full search.

Shipped2026-04-05

Agent Memory & Tool Access

8 MCP tools give agents real-time access to tickets, signals, and memory during sessions. Agents read and write to shared state.

Shipped2026-04-05

Smart Model Routing

Agents automatically route to the right LLM — Opus for complex tasks, Sonnet for standard work, GPT-4o or Gemini when configured per role.

Integrates with Your Workflow

Connect SwarmBoard to your existing tools. Agents interact with external services through secure integrations.

GitHub

PR creation, code review, branch management

Live

Meetings

Upload transcripts, extract specs, browse by date

Live

MCP Servers

Database access, custom tools, file systems

Live

Webhooks

Zoom, Teams, Fireflies — auto-ingest meeting transcripts

Live

Coming soon: Pilot Line (sandbox + deployment path), analytics dashboard, agent persistence across sprints, live dev preview.