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Brisbane-based AI product operator

Ship AI Products and Agentic Workflows Faster.

I help founders and small teams turn real workflows, messy prototypes, and repo problems into usable AI products, automations, and working systems within days, not months.

Abstract operator workspace for AI product and agentic coding work
Cong Fan · English or Chinese is fine Product · Agents · Shipping

Who I help

Founders and Small Teams With Something Real to Ship.

The best fit is a solo founder or small team with a real workflow, messy prototype, repo issue, or AI product idea that needs a technical operator to turn it into something usable.

Priority 1

Solo founders

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

Priority 2

Small businesses

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

Priority 3

Startup product teams

Fast prototypes, agentic coding lanes, repo rescue, 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.

Core offer

10-Day AI Product / Agentic Coding Sprint.

A focused sprint for one product surface, workflow, integration, repo rescue, or prototype. The outcome should be a shipped artifact, a verified workflow, or a clear handoff, not a strategy deck.

Primary CTA

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
Secondary

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 rescue

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

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

Capability stack

Product Thinking, Technical Implementation, AI Workflows, Shipping.

Not a generic AI consultant, prompt engineer, automation VA, or basic web developer. The work sits where product judgment, repo-level implementation, and AI systems meet.

Agentic coding

Codex, Claude Code, repo inspection, task decomposition, verification, and handoff.

CodexClaude Code

AI prototyping

Turn vague ideas into product flows, working screens, model calls, and testable workflows.

AI productMVP

Supabase architecture

Data models, auth-aware workflows, metadata pipelines, RLS-aware implementation, and production checks.

SupabasePostgres

Stripe billing

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

StripeCredits

AI image/video workflows

Model routing, prompt flows, image/video generation, asset review, and practical product UX.

GPT ImageSeedance

n8n automation

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

n8nOps

Repo debugging

Trace 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

Selected work

Shipped Artifacts, Working Workflows, Production-Ready Improvements.

No invented growth metrics. The proof is in shipped product foundations, deployed systems, billing validation, working AI workflows, and durable repo improvements.

AI video / image product

ReelRush

AI video and image product foundation, generation workflows, pricing and credit systems, public pages, and production-oriented product operations.

reelrush.com.au
Small business AI workflow

Ad Maker

Small business AI ad generation workflow inside ReelRush, designed around practical output generation rather than generic prompt demos.

reelrush.com.au
Automation / metadata

n8n + Supabase

AI automation and metadata workflow optimized for company work emails, project management, and structured operational data.

Internal workflow
B2B website / SEO

AS Component

B2B industrial website, SEO, and product pages that enhanced side sales surfaces and improved website discoverability.

ascomponent.com.au
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。

Pricing

Pick the Engagement Shape Before the Price.

Ranges are scoping anchors in Australian dollars. Final scope depends on the workflow, codebase, integrations, timeline, and definition of done.

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

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.

More notes soon

Future notes will cover AI workflow audits, repo rescue, and when an automation should become a product surface.

work@congfan.dev