Forge by ShipToday — The Workflow Layer for AI Coding Tools

Why Forge

A shared workflow pays
for itself.

What Forge does

A blank prompt is a guessing game — you guess where to start, the AI guesses your architecture and standards, and the model's a guess too: frontier overpays for routine work, cheap comes back wrong and you pay again in rework. Forge runs a workflow instead — handing the AI that context up front and pinning the right model to each step. Less guessing, less rework, less spend.

2.5×

Stop paying to do it twice

Hand AI a blank prompt and it guesses your standards — and guesses wrong. The rework runs up to 2.5× the original, so Forge briefs every step with your architecture up front.

100×

Catch it in review, not production

AI ships code fast — and the bugs with it. A defect caught in review costs up to 100× less than one that reaches customers, so Forge gates every change before it ships.

90%

Pay less for what AI repeats

Forge carries your project's context from step to step, so you're not paying full price for AI to re-learn your codebase every run — the repeated context costs up to 90% less.

The numbers above are industry figures. This one's ours: Forge is built by AI and run on Forge — 96% of our context reused, not re-sent at full price.

Sources: Anthropic published pricing · IBM Systems Sciences Institute · industry rework studies.

How It Works

A workflow layer
that sits above your team's AI tools.

Your workflows · standards · SDLC

policy flows down

Forge — workflow layer

briefed · model-routed · gated · logged

workflow runsaudit trail

Claude Code Codex Cursor

Define it once — every tool below inherits your standards.

You define how AI works for your team

Encode your team's workflows, SDLC stages, and standards once as executable policy — not docs engineers have to remember.

Forge runs it for every engineer

Every session starts briefed, scoped, and gated automatically — no re-prompting, and frontier models are saved for the work that needs them. Engineers adopt it because it makes their first pass better, not because you mandated it.

Nothing gets lost

Every decision — AI or human — is recorded against the work item and written back to your existing tools (JIRA, Linear, Notion). The audit trail builds itself.

Team leads see what's actually shipping

Real-time view of time, work, and cost by SDLC stage. Board question and audit question, same record.

Built to fit, not replace

Works with any AI tool

Forge sits above Claude Code, Codex, Cursor — and whatever comes next. Switch tools anytime; your SDLC and standards stay in Forge.

Builds on the skills you already have

Forge composes with the skills your team already wrote — surfacing them at the right step, and letting leads require the critical ones.

See how Forge works with Superpowers →

Safe to roll out

Never touches your code

Forge orchestrates by sending text instructions to your AI tool — it can't read or write your repository, CI/CD, or production, and it never receives your API keys.

No proxy, nothing to train on

Forge sits beside your tools, not between them and the model — your traffic to Claude and OpenAI is unchanged. It sees workflow metadata, not your code or conversations, and never trains on your data.

See our privacy policy →

Code Quality

Quality that doesn't depend
on who's prompting.

Consistent quality comes from a consistent process — not from hoping each engineer prompts well. Define the workflow once: the steps the AI runs, the checkpoints where it stops, the reviews it must pass. Every session inherits the same standard.

Implement a Feature

Execute the engineering phase on a tracked work item — handoff, story breakdown, implementation waves, PR review, delivery.

"implement SHI-784"

# Step Ask to continue Skills Enabled

Fetch Work Itemfast

NeverAI decidesAlways

Story Breakdownbalanced

customized

NeverAI decidesAlways

Change Impact Analysiscapable

NeverAI decidesAlways

Technical Discoverycapable

customized

NeverAI decidesAlways

AI-Augmented PR Reviewcapable

NeverAI decidesAlways

Notify PM of Changesfast

NeverAI decidesAlways

Set the policy once — it runs the same way for every engineer, every session.

Ask to continue Per step: run silently (Never), let the AI decide when to ask, or Always pause for human approval.

Skills Require the local skills your team already uses in Claude Code, Codex & Cursor — your tooling becomes policy.

Enabled Turn any step on or off. Set once at the org level, fork it per team.

See all built-in workflows→

Cost Control

Stop paying frontier prices
for routine work.

Every workflow step is tagged with the model tier it needs. Routine steps hand off to a cheaper model in an isolated sub-agent; the frontier model stays reserved for the work that's genuinely hard. Most tokens end up as cheap cache reads, not fresh frontier calls.

›check status of SHI-795

"Check status" maps to the Check Work Item Status workflow. Routing there now.

forge · 3 tool calls

Running on Opus (capable tier) — but this step is calibrated for a balanced model.

Delegating to a Sonnet sub-agent for cost efficiency.

⌊Agent(Forge: fetch SHI-795 status)Sonnet 4.6

cheaper model · isolated context · same result

✳ Crystallizing… 1m 4s · ↓ 4.4k tokens

›

esc to interrupt · ↓ to manage

Token Intelligence — see what your team's AI actually costs, broken down by token, model, and tool, all in one place.

Token intelligence No integration required

Estimated cost · 7d

$115

across Claude & Codex, every model

Cache reuse

22.4×

context reused, not re-billed

Token composition 94% cheap cache reads

Fresh input1.1M <1%

Cache reads105M 94%

Cache writes4.7M 4%

Output732K <1%

By model — frontier where it's needed, pennies for the rest

claude-opus-4-887%$100

gpt-5.6-sol11%$12.42

claude-haiku-4-51%$1.39

gpt-5.6-luna<1%$0.02

Forge meters every token across the AI tools you already use — read from the usage Claude Code and Codex already record, with no proxy between your tools and the model.

Available with AI tools that support sub-agent delegation — Claude Code, Codex.

Visibility

See what AI is actually doing
across your team.

Is AI making your team faster? Where did the time go this sprint? Every AI action writes itself back to Jira, Linear, and Notion automatically — open the dashboard and the answer's already there, stage by stage. The same record answers the board question and the audit question.

Total AI time All AI-assisted activity Forge tracks across your tools — only SDLC work, not general AI usage.

1d 5h

▲ 21h 22m

Forge sessions

▲ 42

Workflow runs

▲ 26

Active users

▲ 1

Work items

▲ 4

Planning Design Development Testing

Work Item	Title	Total Time	Status	Last Active
ENG-412	User onboarding flow redesign test-driven-development	1h 25m 6211	Development	Just now
Jun 10, 02:21 AM Planning 4m Fetch Work Item Jun 10, 11:43 PM Other 2m Status Report Jun 11, 10:12 PM Planning 3m Update Work Item Jun 11, 10:16 PM Other <1m Resolve Work Item Jun 11, 10:22 PM Design 15m Architecture Scan , Architecture Discussion Jun 11, 10:34 PM Other <1m Session Feedback Jun 11, 11:36 PM Planning 29m Update Work Item , Fetch Work Item , Readiness Check , Epic Story Breakdown , AC Quality Check , Story Review Jun 12, 09:46 PM Other 4m Review Write Back , Notify PM of Changes Jun 12, 09:50 PM Development 1m Check Branch Freshness Jun 12, 09:54 PM Planning 3m Dependency Analysis Jun 12, 10:00 PM Design 19m Change Impact Analysis , Technical Discovery , Define Test Strategy test-driven-development Total1h 25m Planning41m Design34m Development1m Other7m Contributor john.doe@acme.io
ENG-388	Self-serve billing & plan management test-driven-development	26m 251	Planning	22h ago
ENG-401	Cross-tool token pricing code-reviewsecurity-review	21m 4131	Review	23h ago
ENG-356	Refactor notification service	2m 111	—	1 day ago
ENG-339	API rate limiting & throttling simplify	56m 1111	Review	2 days ago
ENG-318	Audit log export to CSV review	14m 161	Review	6 days ago

For Teams

Set the workflow once.
Every role feels it.

Engineering Leaders

Finally see what AI actually shipped.

Show exactly what AI shipped last quarter, how long it took, and what it cost — drawn from the AI's own reported activity, not a monitoring tool bolted on top. Governance, compliance, and ROI in one trail.

Engineers & Tech Leads

Less prompting. Better first pass.

Forge briefs the AI with your architecture and standards up front — so you stop re-explaining your codebase every session, and the first pass holds up in review instead of bouncing back. It runs inside Claude Code, Codex, and Cursor, and the skills your team already wrote become the steps.

Product Managers

See where it stands — without the chase.

Every AI action writes itself back to Jira, Linear, or Notion. Open the work item and see what's done, stage by stage — no standup, no pinging engineers mid-build.

Finance & Operations

Forecast AI spend — don't discover it.

See cost by token, model, and tool across Claude and Codex in one place — so AI spend becomes a line you can plan around, not a surprise on the invoice.

Pricing

Start free.
Scale when it matters.

Free for individuals, forever. Add your team when you're ready — and Business when you need enterprise security and compliance.

Individual

Freeforever

Everything you need to ship with AI on your own — automated workflows, full audit history, and your favorite tool integrations.

What's included

✓Works with Claude Code, Codex & Cursor

✓Smart model routing

✓Industry best-practice workflows

✓Workflow configuration

✓Basic analytics

Beta

Team

Freeaccess during beta

Bring your whole team aboard. Shared workflows, roles and permissions, and organization-wide analytics.

Everything in Free, plus

✓Up to 10 members

✓Token intelligence

✓Shared workflows

✓Roles & permissions

✓Organization-wide analytics

During beta, everyone's on Team — all features free. Pricing announced at launch. No commitment, cancel anytime.

Business

Coming Soon

For organizations rolling out AI across all teams — with the security, compliance, and support that requires.

Everything in Team, plus

✓Unlimited members

✓SOC 2 Type II, ISO 27001 & HIPAA

✓Enterprise SSO

✓Enhanced roles & permissions

✓Priority support

Interested in early access? Talk to us →

Make your whole team ship with AI like your best engineer does.

A shared workflow pays
for itself.

A workflow layer
that sits above your team's AI tools.

Quality that doesn't depend
on who's prompting.

Stop paying frontier prices
for routine work.

See what AI is actually doing
across your team.

Recent Activity

Set the workflow once.
Every role feels it.

Finally see what AI actually shipped.

Less prompting. Better first pass.

See where it stands — without the chase.

Forecast AI spend — don't discover it.

Start free.
Scale when it matters.

Forge was built by AI.
Governed by Forge.

Give your whole team
your best AI workflow.

A shared workflow paysfor itself.

A workflow layerthat sits above your team's AI tools.

Quality that doesn't dependon who's prompting.

Stop paying frontier pricesfor routine work.

See what AI is actually doingacross your team.

Recent Activity

Set the workflow once.Every role feels it.

Finally see what AI actually shipped.

Less prompting. Better first pass.

See where it stands — without the chase.

Forecast AI spend — don't discover it.

Start free.Scale when it matters.

Forge was built by AI.Governed by Forge.

Give your whole teamyour best AI workflow.

A shared workflow pays
for itself.

A workflow layer
that sits above your team's AI tools.

Quality that doesn't depend
on who's prompting.

Stop paying frontier prices
for routine work.

See what AI is actually doing
across your team.

Set the workflow once.
Every role feels it.

Start free.
Scale when it matters.

Forge was built by AI.
Governed by Forge.

Give your whole team
your best AI workflow.