Send a brief

I’m Cong Fan. I build practical AI products and workflows from Brisbane.

I help founders and small teams turn messy AI product ideas, internal workflows, repo problems, and manual business processes into working prototypes, automation, and shipped product improvements.

See selected work Send a project brief

Based in Brisbane

Australia-wide and remote global.

I work in English or Chinese

中文也可以。

Practical work

AI prototypes, internal tools, billing flows, n8n automation, and repo debugging.

Cong Fan
Cong Fan · AI product operator Product · Code · Workflows

Who this is for

People With a Real Workflow, Prototype, or Product Problem.

I am not trying to teach generic prompting. I work best when there is a concrete product surface, internal workflow, codebase, customer problem, or launch pressure that needs practical implementation.

Founders

Solo founders

Real product ideas, early customers, rough prototypes, or a workflow that needs to become a product surface.

Operators

Small businesses

Internal tools, AI workflows, admin automation, content systems, and practical integrations that reduce repeated work.

Product teams

Startup product teams

Fast prototypes, unstable AI features, billing validation, model workflow fixes, or production-ready improvements.

Australia-wide

Brisbane and remote

Brisbane-based, Australia-wide, and remote global for focused product implementation work.

Selected work

Projects and Work Surfaces I Can Point To.

I avoid invented growth metrics. The proof here is practical: a real problem, what shipped, and the public or inspectable surface you can use to judge the work.

AI video / image product

ReelRush

My product build surface for AI image/video generation. Work includes generation flows, pricing and credits, public pages, deployment checks, and ongoing product operations.

Problem: AI media products need more than a model call: inputs, generation flow, billing, retries, and public surfaces all have to line up. Shipped: Generation UI, pricing and credits work, public pages, deployment checks, and operating fixes. Evidence: Public product surface you can open.
reelrush.com.au
Small business AI workflow

Ad Maker

A small-business ad generation workflow inside ReelRush. The goal is practical output creation, not a generic chatbot or prompt demo.

Problem: Small businesses need usable ad output, not another prompt playground. Shipped: A focused workflow that turns business context into reviewable ad creative. Evidence: Built inside the ReelRush product surface.
reelrush.com.au
Automation / metadata

n8n + Supabase

Internal automation around company work emails, project management, metadata, and structured operational data. Built to reduce repeated manual coordination.

Problem: Repeated emails, project updates, and metadata work create hidden admin drag. Shipped: Structured automation that connects AI extraction, reviewable metadata, and operational data. Evidence: Internal workflow pattern, described publicly without private company data.
Internal workflow
B2B website / SEO

AS Component

B2B industrial website work across product pages, SEO structure, and sales-support pages for a more discoverable product catalog.

Problem: Industrial buyers need clearer product pages and search-friendly category structure. Shipped: Product-page structure, SEO-aware implementation, and sales-support surfaces. Evidence: Public B2B website surface you can inspect.
ascomponent.com.au

May 4, 2026 · Product scope

Why I keep AI builds small

A narrow surface is easier to inspect, ship, and learn from. Most useful AI systems start as one reliable loop.

Product before tools

Name the user, workflow, business outcome, and definition of done before choosing the AI stack.

Evidence-first debugging

Start from exact errors, logs, screenshots, rows, browser state, and deployed behavior before proposing fixes.

Repo and runtime verification

Inspect the actual codebase, live route, function, database, or local process instead of trusting assumptions.

Narrow scoped delivery

Keep the build small enough to review and ship: one surface, workflow, integration, or agent lane at a time.

Documentation and handoff

Leave behind working files, verification notes, known limits, setup details, and next actions.

Limited capacity

Currently taking 1 build sprint and 2 audits per month so each engagement has enough attention.

Capability stack

How I Usually Help.

The useful part is usually not the tool choice. It is turning a vague or unstable workflow into something a customer, operator, or developer can actually use and verify.

Agentic coding

Using Codex and Claude Code against the real repo: inspect, change, test, verify, and leave a clear handoff.

CodexClaude Code

AI prototyping

Turning rough product ideas into working screens, model calls, data flow, and testable user paths.

AI productMVP

Supabase architecture

Data models, auth-aware workflows, metadata pipelines, access rules, and production checks.

SupabasePostgres

Stripe billing

Checkout, credits, webhooks, billing validation, test-mode paths, and user-visible pricing truth.

StripeCredits

AI image/video workflows

Product flows around image/video generation: inputs, model routing, output review, credits, and retry paths.

GPT ImageSeedance

n8n automation

Automation workflows for company emails, project management, metadata, and internal operations.

n8nOps

Repo debugging

Tracing failures through code, logs, browser state, data rows, deployments, and exact runtime evidence.

DebugVerify

Product shipping

Deployed systems, billing validation, working workflows, docs, and review-ready improvements.

ShipHandoff
Agentic workflow loop Brief · Repo · Runtime · Evidence · Handoff

Best Fit

A founder with a real product idea and enough context to make decisions.
A small business with a repeated workflow that can become an internal tool.
A startup team needing a fast prototype, repo rescue, or AI implementation lane.
An agency that needs technical AI implementation support for client delivery.

Not a Fit

Pure prompt-writing lessons.
Low-budget outsourcing without product ownership.
Generic chatbot projects with no product strategy.
Ideas with no owner, customer, workflow, or business outcome.
Projects needing a large agency or 24/7 support.

中文也可以。你可以直接用中文说明你想做什么、现在卡在哪里、已有代码/流程是什么、预算和时间线大概是多少。

Services

Focused Help When the Work Needs to Move.

If the notes and work above match what you are trying to do, these are the shapes I usually use. The outcome should be a shipped artifact, a verified workflow, or a clear handoff, not a strategy deck.

Build sprint

10-Day AI Build Sprint

Turn one AI product idea, automation workflow, or agentic coding task into a working prototype or production-ready improvement.

AUD $3,500-$8,000Limited to 1 build sprint per month
Audit

AI Product / Workflow Audit

Clarify the user, workflow, build path, tools, risks, and next practical implementation step.

AUD $690-$1,5002 audit slots per month
Repo debugging

Agentic Coding Sprint

Use coding agents with real repo inspection, debugging, tests, browser checks, and review-ready handoff.

AUD $2,500-$6,000Scoped around one repo or workflow
Ongoing support

Monthly AI Ops Retainer

Maintain automations, prompts, billing flows, internal tools, model workflows, and operating docs as the product changes.

AUD $2,000-$5,000/moFor teams already shipping
Engagement Best fit AUD
AI Product / Workflow Audit When the build path, users, workflow, tools, or risk profile needs to be clarified first. AUD $690-$1,500
10-Day AI Product / Agentic Coding Sprint When one AI product surface, workflow, or prototype needs to move fast. AUD $3,500-$8,000
Agentic Coding / Repo Debug Sprint When the repo, billing flow, model workflow, route, or runtime behavior needs focused rescue. AUD $2,500-$6,000
Monthly Retainer When an active product needs ongoing AI ops, automation, prompts, billing, and workflow maintenance. AUD $2,000-$5,000/mo

Do you work only with Brisbane businesses?

No. I am Brisbane-based and work Australia-wide. Remote global work is possible for focused scopes, and English or Chinese is fine.

Should this start as an audit or a build sprint?

Use an audit when the workflow, data, repo state, or commercial path is unclear. Use a sprint when there is already a clear owner, user, workflow, budget, and definition of done.

What AI workflow is a good fit?

The strongest projects have a repeated action, current materials, a human review point, and a first useful output that can be tested against real inputs.

Is Chat With Me the same as sending a brief?

No. Chat With Me helps shape the brief and can copy a draft into the form. The project brief form is the formal submission path.

[email protected]