Multi-agent build engine

From prompt to production
in one continuous flow.

Codeflow AI reads a plain-language requirement, turns it into a typed syntax tree, then agents write, review, test and deploy the code while you keep the judgement.

Try Codeflow free

No credit card · Free tier forever · Your code stays in your repo

~/codeflow/pipeline live

Try one of these, or write your own.

payment.js node · 18
0 lines · 0 tests

Pipeline

  1. ParseRequirement → AST queued
  2. PlanAgents & file graph queued
  3. GenerateImplementer writes queued
  4. TestReviewer proves it queued
  5. DeployEdge sandbox queued

Ready. Run the flow to see it build.

Developers building
12,400+
Builds shipped
2.1M
Deploy success
99.98%
Median time to edge
48s

Shipping in production with teams at

  • Northwind Labs
  • Kestrel Systems
  • Orbital Health
  • Meridian Data
  • Vantage Cloud
  • Fathom Robotics

The core process

One continuous flow.
Three hard problems solved.

Scroll to follow a single requirement from raw text to a running edge deployment. Every stage is observable, reviewable and reversible.

01 / Ingest & Parse

Your sentence becomes a syntax tree.

The requirement is read the way a compiler reads source: intent, entities, constraints and edge cases are lifted into a typed AST. Ambiguity is surfaced as a question before a single line is written.

  • Intent and entity extraction
  • Edge cases flagged, not guessed
  • Architecture mapped to your repo

02 / Multi-Agent Synthesis

Four agents, one reviewed diff.

A planner, an implementer, a reviewer and a test author work in parallel on isolated branches. The reviewer rejects what the tests cannot prove, and a patch lands only when every check is green.

  • Parallel branches, no merge chaos
  • Reviewer model with veto power
  • Tests generated from the same spec

03 / Secure Deployment

Green light, then the edge.

The finished build is compiled, scanned and pushed to an isolated edge sandbox. Secrets are injected at runtime and never written to the repository. Rollback is one click, and the audit trail is complete.

  • Signed artefact and SBOM
  • Runtime secret injection
  • Instant rollback, full audit log
parse.astingesting
export const requirement = "Build a Stripe payment handler";   const ast = parse(requirement); // intent: accept one-time card payments // entities: Customer, PaymentIntent, Webhook // constraints: idempotent, PCI scope reduced // edge case: duplicate webhook delivery   await validate(ast, { strict: true });
implementerwriting
export async function handlePayment(req) {
  const intent = await stripe.paymentIntents
    .create({ amount, currency, idempotencyKey });
  return ok({ clientSecret: intent.client_secret });
}
3 files changed
reviewerpassing
  • idempotency covered
  • input schema validated
  • no secret in source
  • 12 tests / 12 passing
diff approved
A glowing edge server node with a green status light
Build#4821 · signed
Regionfra1 · edge
Healthhealthy
Rollback1 click
Success: deployed to edgeLive in 48 s · zero downtime

Built for real engineering

The engine does the boilerplate.
You keep the judgement.

Six systems working together so that speed never comes at the cost of correctness.

01

Self-Healing Runtime

When a deploy misbehaves, the runtime traces the failing path, proposes a patch and re-runs the whole suite before it ever reaches your users.

mean time to patch 94 s

02

Multi-Agent Collaboration

Planner, builder, reviewer and tester negotiate every change. No single model gets the last word, and every diff carries its reasoning.

agents per flow 4

03

Enterprise Security

Static analysis, dependency and secret scanning, and signed build artefacts gate every release. Nothing ships unscanned.

scan gate blocking

04

AST-First Understanding

Requirements become a typed syntax tree, so generated code follows your architecture and naming instead of guessing at it.

ambiguity surfaced

05

Test Synthesis

Unit, integration and contract tests are generated from the same spec as the code. Coverage becomes a byproduct, not a chore.

coverage floor 92%

06

Edge-Native Deploy

Global rollouts in seconds, a preview URL per branch and instant rollback. Your infrastructure, your rules, your repository.

cold start 42 ms

Security by construction

Autonomous code,
zero blind spots.

Generated code is treated as untrusted until proven otherwise. Every stage has a gate, and every gate leaves a record.

  • Sandboxed by default. Agents run in isolated containers with no network egress unless you allow it.
  • Secrets never touch the repo. Credentials are injected at runtime and redacted from logs and diffs.
  • Signed artefacts and SBOM. Every build carries provenance you can verify before it ships.
  • Access you can audit. SSO, role-based permissions and an immutable trail on every action.
Read the security model
A precision server node glowing in a dark data centre
All checks passed
Static analysisclean
Dependency audit0 critical
Secret scanclean

Pricing

Start free. Scale when it ships.

Every plan includes the full multi-agent pipeline. You pay for volume and controls, not for correctness.

Developer

For solo builders proving an idea.

$0/ forever

  • 1 active project
  • 200 agent runs / month
  • Preview deployments
  • Community support
Start free

Enterprise

For regulated and high-volume teams.

Custom

  • Self-hosted runners
  • Custom security review
  • Dedicated solutions engineer
  • 99.99% uptime SLA
Talk to sales

Prices exclude tax. Cancel anytime. Enterprise pricing is quoted after a short technical call.

“We replaced three weeks of scaffolding with an afternoon of review. The diff came with its own tests and a written rationale.”
Maya ChenStaff Engineer, Northwind Labs
“The reviewer agent catches what my team used to catch at 11pm. That alone changed how we plan a sprint.”
Diego FerreiraCTO, Kestrel Systems
“Our first deploy reached the edge in under a minute and nobody opened a Dockerfile. The rollback button is the real luxury.”
Priya RamanHead of Platform, Orbital Health

Questions

The short answers.

Still curious? The full technical documentation lives in the repository, or write to us directly.

Ask a human
How does Codeflow AI generate code?

Codeflow AI parses requirements into an abstract syntax tree and uses collaborative multi-agent systems to write and test the code. A planner maps the work, an implementer writes it, a reviewer challenges it and a test author proves it before anything merges.

What programming languages does Codeflow AI support?

All major modern languages, including TypeScript, Python, Go, Rust, Java and SQL. The parser understands your existing framework conventions, so generated code matches the repository it lands in.

Is the generated code secure?

Yes. Codeflow AI runs automatic security, linting and vulnerability scans before any deployment is executed. Dependency audits, secret scans and signed artefacts are blocking gates, not suggestions.

Does it work with my existing codebase?

It does. Connect a repository through the GitHub integration and the parser indexes your structure, naming and test conventions. Changes arrive as reviewable pull requests on isolated branches.

Who owns the code it writes?

You do. Every build is committed to your own repository under your licence. Access can be revoked at any time and there is no lock-in on the generated output.

Is there really a free tier?

Yes, and it does not expire. The Developer plan includes one active project and 200 agent runs per month with the full pipeline, preview deployments included.

Early access

Start your first flow.

Tell us what you are building and we will send an invite to the workspace. No credit card, no sales call unless you ask for one.

  • Free tier stays free
  • Your repo, your licence
  • First build in under a minute