A team of coding agents,
working in parallel on your machine.

NeuralCode runs many agents at once — each in its own isolated git worktree. They build; you review the diff, let it self-review and test, then merge.

Projects
2xlabs main
fix-test-bug
code-agents/fix-test-bug
enhance the hero text
editing app/page.tsx…
add-dark-mode
writing theme tokens…
lyni main
No workspaces yet
dograh main
No workspaces yet
History4
Usage
Steve de silva
@steve
NeuralCode v0.1.0-beta.1BETA
2xlabs / fix-test-bug Commit
Summary

Fixed GitHub issue #1 (“Add a section called ‘Cipher’ for the landing page”). Added a blank section-shell with id="cipher"so it's anchor-linkable.

npm run typecheck — passes cleanly.
prettier --check — conformant.
2m 22s
Ask to make changes, @mention files, run /commands
Opus 4.8 Thinking off
Comparison

How NeuralCode compares

Other tools run agents in parallel. NeuralCode is the only one that chains specialists, reviews and tests its own work, and gates the merge — end to end.

Full supportPartial / workaroundNot a built-in feature
NeuralCodeConductorNimblastVibe KanbanSculptorClaude CodeCodex
Parallel agents, isolated workspaces
Chained specialist agent pipeline
Auto diff review by a 2nd agent
Auto-run tests + traffic-light grade
Auto-fix loop on failure
Pre-merge combined test (Preflight)
GitHub issue → agent
MCP server support
Usage tracking + spend budgets
Multi-provider agents (Codex / Gemini)
Enterprise (billing, org limits)

Comparison reflects our understanding of each tool’s built-in features as of June 2026, based on publicly available information. Capabilities change quickly and “partial” means a feature is available only via a workaround or with limitations. Product names and trademarks belong to their respective owners; please verify current capabilities with each vendor.

Agents

Specialist agents, chained into a pipeline

Built-ins like /plan, /review, /test, and /pr each carry their own model, thinking budget, and permission mode. Pick a few from the picker — or type their names — and your task runs through them in order, each stage handing off to the next. You can also create your own specialized agents and add them to the pipeline.

Read the docs
NeuralCode
Agents— pick a pipeline, runs in order
1/planplan-mode · Opus
2/reviewread-only · Opus
3/testauto-edit · Sonnet
/goalask · Opus
/optimizeauto-edit · Opus
/refactorauto-edit · Sonnet
/docsauto-edit · Haiku
/securityread-only · Opus
/typefixauto-edit · Sonnet
/prfull-access · Sonnet
Refactor the auth module and ship a PR…
Agents1plan2review3test
Workflows

Save a pipeline once, run it in one click

A workflow is a saved, named pipeline of agents — like /plan → /review → /test → /pr. Build it once in Settings, then apply it from the composer in a single click: it selects each agent step in order, so your next message runs straight through them. Built-ins ship ready to use, or create your own.

Read the docs
NeuralCode

Workflows

Settings → Workflows
Ship a feature4 steps
1
/planDraft the approach
2
/reviewA 2nd agent checks the diff
3
/testRun the suite, grade it
4
/prOpen the pull request
Apply Ship a feature from the composer — it selects every step in order, in one click.
Works in parallel

Many agents, zero collisions

Every workspace is its own git worktree on its own branch, so agents run side by side without stepping on each other. Start a fix, a feature, and a refactor at once and watch them all progress.

Read the docs
NeuralCode
Projects
2xlabs main
fix-test-bug
code-agents/fix-test-bug
enhance the hero text
editing app/page.tsx…
add-dark-mode
writing theme tokens…
lyni main
No workspaces yet
dograh main
No workspaces yet
History4
Usage
Steve de silva
@steve
NeuralCode v0.1.0-beta.1BETA
Review-first

Reviewed, graded, and auto-fixed

When an agent finishes, a second agent reviews the diff and your tests run automatically. You get a plain traffic-light verdict — green, amber, or red — and on anything but green, the issues are sent straight back to the agent to fix, up to two loops.

Read the docs
fix-auth · review
Self-review Issues
Mostly good. The redirect now guards unauthenticated sessions.
⚠ Validate next to avoid an open-redirect.
checkout.spec.ts now fails — null guard missing.
Sent back to the agentto fix · loop 1 of 2 fixing…
$ npm test
✗ 1 failing · 41 passing (1.3s)
Issue to fix

Turn a GitHub issue into a working agent

Open the issues for any repo, pick one, and NeuralCode creates a workspace and starts an agent with a prompt generated from the issue — title, body, and a plan to fix it.

Read the docs
GitHub issues · neuralcode
#412 Login redirect drops the return URL
bugauth
Fix this →
#408 Add fuzzy search to the command palette
feature
#401 Flaky test in checkout.spec.ts
bugci
Pre-merge safety

Catch “breaks together” before you merge

When two or more workspaces are done, Preflight ✈ spins up isolated merges, detects conflicts, runs your tests, and does a combined run to catch changes that are fine alone but break together. You get streaming traffic-light verdicts — then merge clean branches, send a failure back to an agent, or review the overlap, all in one click.

Read the docs
Preflight · 2xlabs
Preflight— 3 workspaces ready to merge
fix-test-bug
Merges clean. 42 tests pass.
Merge
add-dark-mode
Merges, but 2 tests fail after.
Fix with agent
refactor-auth
Conflicts with fix-test-bug in auth.ts.
Review overlap
Combined run
Fine alone — together, checkout.spec fails.
running…
Stay on budget

Know what you’re spending, as you spend it

Set a budget per day, week, or month and NeuralCode keeps a running tally across every workspace. A live bar turns amber at 80% and red when you go over — with an over-budget banner right at the top of the app — so the cost of a long run never surprises you.

Read the docs
Over budget — $16.07 of $10.00 this week
Spend budget
This week161%
$16.07/ $10.00
$6.07 over your weekly limit
Recent spend
blog/prompt-loopsopus-4-8$6.41
code-agents/fix-test-bugsonnet-4-6$3.92
neural.web/update-featuresopus-4-8$5.74
The bar turns amber at 80% and red when you go over — so you always know where you stand before the bill arrives.
Bring your own tools

Wire in any MCP server

Add local stdio servers (command, args, env) or remote SSE/HTTP servers right in Settings, then enable the ones you want. NeuralCode writes them to a config and passes it to Claude Code with --mcp-config, so every agent gets those tools automatically.

Read the docs
Settings · MCP servers
MCP servers Add server
filesystemstdio
npx @mcp/server-filesystem ~/code
githubremote
https://mcp.github.com/sse
postgresstdio
uvx mcp-server-postgres
# enabled servers → passed to every agent
claude --mcp-config ~/.neuralcode/mcp.json
Full visibility

See every token, set a budget

Track token usage and cost by model and by day. Set a spend budget per day, week, or month — an orange bar warns you at 80% and turns red when you go over.

Read the docs
NeuralCode
Back to app
Spent (all time)
$1,284.71
This month
$523.34

Usage & spending

Spend by model
opus-4-8
$312.84
sonnet-4-6
$158.20
haiku-4-5
$52.30
#Total tokens
20.1M
Total cost
$523.34
Runs
142
Daily spend — last 90 days
opus-4-8 · sonnet-4-6 · haiku-4-5
$48.20
2026-06-05 · $34.18
03-0804-2206-05
Spend budget
Orange bar at 80%, red bar when you go over.
$
$28.84 of $45.00 today · 64%
By model
ModelRunsTokensOutputCost
opus-4-88811.4M1.2M$312.84
sonnet-4-6396.8M742k$158.20
haiku-4-5151.9M210k$52.30

Built for the way you actually ship

Enterprise

Run agents across your whole team

Centralized billing, token-usage limits for your teams, and full visibility into usage across your organization. Talk to us about rolling NeuralCode out at scale.

demo sign-in: admin / admin
Centralized billing
One invoice across every developer and team.
Token-usage limits
Set per-team and per-seat caps to control spend.
Full visibility
Usage and cost dashboards across your whole org.
Made by 2X Labs

Building your own AI product or team?

2X Labs is available for AI consultancy and for setting up development teams to optimize your AI development — from agent workflows to shipping production AI features.

Contact us · 2xlabs.ai/contact

Ship more, supervise less

Put a team of agents to work on your machine today.

macOS & Windows · requires Claude Code