AI Driven Dev
Existing customer? Open your product or ADC Fix support portal.

Developer tools and engineering help from Codefrost

Build software with AI, without losing engineering discipline.

Start with a clearer specification, take ownership of your code, check AI-generated changes, or get help with a live application. Choose the tools you need. You do not need to adopt the whole workflow.

Find my next stepGet help with my app

Self-serve tools, open-source projects, and scoped engineering support. Each product has its own availability, account, and pricing.

Start anywhereSpecifyArchSpecOwnBolt to GitHubValidateMAID RunnerSupportADC Fix

01Find your next step

What are you working on?

Start with the problem in front of you, not a new stack of tools.

01
A Codefrost product
I need to define what to build

ArchSpec

Turn a rough idea into a structured software specification before implementation starts.

Currently listed as private beta. Check ArchSpec for current access and plan details before expecting a purchase path.

Explore ArchSpec
02
A Codefrost product
I need my Bolt project in GitHub

Bolt to GitHub

Move your Bolt.new project into a repository you control, then continue with the development tools that suit you.

Pricing and entitlements live on the product site.

Explore Bolt to GitHubCompare Free and Pro
03
A Codefrost product
Open source
I need to check what my coding agent changed

MAID Runner

Define the intended change and validate its declared scope, structure, and tests. Keep implementation tied to an explicit plan.

Passing validation does not prove complete security or freedom from defects.

Explore MAID RunnerGet workflow setup help
04
A Codefrost product
My agent needs access to another tool

usemcp

Explore MCP servers for local search, audio generation, and MAID Runner workflows, with setup instructions and permission requirements.

Third-party account and API costs are separate from a server's license.

Browse MCP serversAsk about a custom integration
05
A Codefrost service
My app is stuck or nearly ready to launch

ADC Fix

Get a senior-engineer review of the next technical decision, a prioritized repair plan, or help implementing an agreed fix.
Compare audits and fixes
06
A Codefrost service
My app is live and I need technical backup

ADC Fix ongoing support

Keep building while a senior engineer helps with difficult bugs, risky changes, and production maintenance within an agreed monthly scope.

Published starting arrangement: US$500/month for up to five hours for an appropriate Lovable app. Initial assessment and hardening are separate; other stacks, larger apps, and additional capacity are scoped separately. See the canonical offer for full terms.

See monthly support
07
A Codefrost product
Coming soon
I need to clarify a client's brief before quoting

ReqClarify

Identify unanswered questions, conflicting requirements, and assumptions before committing to delivery.

Access begins with a sample and access request once the public destination is live. No live checkout is published yet.

Public destination not yet verified.

02Tools in practice

See what a useful next step looks like.

Review a concrete example before deciding whether you need another tool or outside help.

Coming soon
01
From a rough idea to an implementation brief
A synthetic brief, unanswered questions, a sample specification, and a separate implementation manifest.

Some steps are manual. This does not claim automatic ArchSpec-to-MAID conversion.

Coming soon
02
From an AI-generated change to reviewable evidence
One change request, the validation performed, the observed outcome, and remaining limitations.

A passing test count is not comprehensive correctness.

Coming soon
Illustrative example
03
From a working prototype to a supportable application
A fictional or permissioned issue list, priorities, and a sample release/support summary.

Label synthetic work as an "Illustrative example", not a client result.

03Engineering help

Need help with the work, not another tool?

Get an existing app unstuck
Use ADC Fix for a focused review, an agreed fix, or ongoing engineering support for an AI-built application.
Find the right ADC Fix service
Improve how your team builds
Work with Codefrost on repository instructions, validation, review practices, integrations, or an internal software workflow.
Describe the workflow

Start in writing. Share the outcome you need and the main blocker. Do not include passwords, keys, customer records, or private source code. A written scope comes before access or implementation.

04Guides

Learn from practical engineering work.

Read walkthroughs, experiments, and lessons from building and maintaining software with AI on AI-Driven Coder.

  • Lovable developer-support guide

    Refresh with current support options.

    Update planned

  • Specification-to-implementation example

    Worked example across specification and implementation.

    Coming soon

  • MAID verification example

    Real verification walkthrough with stated limitations.

    Coming soon
Read AI-Driven Coder

05Small tools for day-to-day development.

Codex Reset Watch

Check public reset signals and use the tracker's clearly stated limitations before interpreting its estimates.

Unofficial reset predictions are not a paid or privileged product.

Open Codex Reset Watch

06Publisher

Built by Codefrost.

AI Driven Dev brings together Codefrost's developer tools, engineering services, and learning resources. These are projects from the same maker, not an independent ranking of the market.

About CodefrostSee client work

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07Questions

FAQ