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Forgewing
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Forgewing

Ani — Forgewing's winged anvil mascot

Product Delivery Engineby VaultScaler

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AI made coding faster.
The delivery gap remains

Elite teams ship changes in under a day. Typical teams take a month. Code generation got cheap, but the 30x delivery gap remained.

AI made writing code faster. It didn’t solve translating requirements or wrangling stories. It didn’t shrink the 68–84% of a developer’s week spent on documentation, clarification, testing, and ops. It didn’t close the gap between product and engineering. It didn’t make anything production-ready.

Billions are flowing into AI code generation. None of it is aimed at delivery. Forgewing was built for that gap — for the product-and-engineering team accountable to ship.

Closing the gap

Magic happens when product and engineering collaborate in the same space — one that holds complete knowledge of the code and the requirements it was built for. No translation loss. No extra motion.

Point Forgewing at your repo or hand it a brief. It returns real pull requests — not prototypes, not snippets. Engineering keeps review and merge authority. Nothing ships without a human hand on the lever.

Production-ready infrastructure deploys to your AWS account, not ours. Product and engineering work from one source of truth, with memory that compounds every release.

Ani, your winged anvil
Meet AniYour very own winged anvil.Solid and quick.Seriousness with levity.

The right team size is small.

Forgewing was built for teams of 1 to 3 people. Product, engineering, and UX leadership roles bring the domain expertise, creativity, and discernment. The team stays close to the customer and keeps the authority to move.

Forgewing takes the communication, documentation, and process overhead. It takes the bulk of the technical design and delivery AI is now capable of. The work that scales with team size stops scaling.

A small Forgewing team ships like a team three times its size, and it ships better, because the people deciding are the same people closest to the customer.

Get your teams working on the product, not in the weeds.

Step into the workshop

Bring a vision. Bring a repo. Bring a pilot you’ve already shipped and need to make real. Forgewing reads what you have, meets you where you are, and turns it into a working brief.

Forgewing is the workshop where you refine the brief. Ask a question. Change your mind. Every decision, refusal, and reversal is captured. No wasted effort updating stories or documentation. It’s all there and current.

When you say go, Forgewing designs the architecture, plans the build, and ships real pull requests against your repo. Every line traces back to the brief. Engineering keeps review and merge authority. Forgewing proposes; your team merges.

The Forgewing brief workspace — chat refining the brief on the left, build and plan status on the right

Engineering purpose-built for stability, security, and scalability.

No templates. No starter kits. No boilerplate that someone else’s product wore first. Architecture is designed specifically for your application and built for production from the start.

Code lands in your GitHub. An ephemeral test environment is spun up for every release. Infrastructure runs in your AWS. Inference runs through Bedrock, which doesn’t keep your data. CI/CD ships every change with circuit breakers and rollback already wired in.

Your source stays yours. Forgewing learns the shape of it and works from that.

Your architecture.Your code.Your AWS.

Product and engineering, shipping together.

Point Forgewing at your repo or hand it a brief. Real pull requests come back.

  1. 0

    Discover

    (If starting from an existing codebase)

    Forgewing ingests your existing codebase and drafts a brief grounded in what's already there.

  2. 1

    Define

    Define a new feature, a bug fix, or start a new system from scratch. Product intent, users, constraints, expected outcomes. Captured once, reused everywhere.

  3. 2

    Design

    Forgewing picks the architecture from your requirements. Right-sized. Defensible.

  4. 3

    Build

    Agent teams produce real pull requests. Engineering keeps review and merge authority.

  5. 4

    Deploy

    Deployed to staging in your AWS account. Promote to production on your call. Rollback included.

  6. 5

    Operate

    Continuous operation, monitoring, and repair. Every decision and incident enters the memory graph.

Shipping is half the job.

Your engineers should be building what’s next. Not babysitting what shipped last quarter.

Forgewing handles monitoring, incident response, rollback — around the clock, in your AWS account. Patches get written with the knowledge of what the system is supposed to do. Your team gets a PR ready for approval instead of a tidal wave of monitoring alerts to cull through.

The controls that should never auto-fire stay yours: deleting infrastructure, changing authentication, changing security config.

You stay in control

Forgewing proposes. You approve. Some doors stay locked, no matter what.

Engineering keeps merge authority over every line of code that lands. Nothing ships to your production without a human hand on the lever.

Some doors stay locked. Forgewing will not delete infrastructure, change authentication, or alter security configuration. Not after a month. Not after a year. Not after any amount of trust. Those decisions are yours, permanently.

Frequently Asked Questions

Everything you need to know about working with Forgewing.

Small teams shipping close to their customers. The founder or PM who hears the pain firsthand and writes the brief in plain English. The engineer who keeps review and merge authority over what lands. Forgewing fits between the two — and covers whichever half you're missing.
Real software, running in production, on AWS infrastructure you own. Not a prototype. Not a Figma. Not a notebook. Code in your GitHub. Infrastructure in your AWS account. CI/CD already wired up. Forgewing operates the system after launch.
You do. One hundred percent. No proprietary runtime. No vendor SDK woven through the output. No phone-home dependencies. If you stop using Forgewing tomorrow, the code keeps running and any engineer can read it, extend it, or rewrite it.
Yes. Point Forgewing at your repo. It reads what you have, drafts a brief from it, and starts working with the code already in place. No rewrite, no migration, no re-platforming. Pilots welcome.
Vibe tools are an LLM with a chat box. Forgewing is an LLM wrapped in process, CI/CD, persistent memory, and the knowledge of every release it has run. That’s why vibe tools build a prototype on their platform, and Forgewing builds a production system on yours — code in your GitHub, infrastructure in your AWS, and a watch crew that stays with it after launch.
Most tools in this space help you start. They write a function. They ship a prototype. They get you to a demo. That’s the easy half. Forgewing is built for the other half — taking what you started across the gap to production, and keeping it there. Stable. Secure. Watched through the night.
Forgewing’s watch crew handles it around the clock — diagnose, patch, roll back, verify. Patches are written with full knowledge of what the system is supposed to do, so what lands in your queue is a PR ready for review, not a tidal wave of alerts.
Yes. A free trial will be available — take a real brief through to production before committing.
Keep them. Your team can use whatever IDE they want. Forgewing works at a different level: owning architecture, deployment, operations, and incident response. If your engineers’ time is worth more than the work Forgewing handles, this is leverage, not replacement.

First cohorts launch June 2026

Free trial. One product surface. Point us at a repo or hand us a brief. We’ll do the rest.

Reserve an onboarding spot

Built in Las Vegas by Ian Green and Ben Pruess.