Solo founders
Real product ideas, early customers, rough prototypes, or a workflow that needs to become a product surface.
Brisbane-based AI product operator
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.
Who I help
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.
Real product ideas, early customers, rough prototypes, or a workflow that needs to become a product surface.
Internal tools, AI workflows, admin automation, content systems, and practical integrations that reduce repeated work.
Fast prototypes, agentic coding lanes, repo rescue, billing validation, model workflow fixes, or production-ready improvements.
Brisbane-based, Australia-wide, and remote global for focused product implementation work.
Core offer
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.
Turn one AI product idea, automation workflow, or agentic coding task into a working prototype or production-ready improvement.
Clarify the user, workflow, build path, tools, risks, and next practical implementation step.
Use coding agents with real repo inspection, debugging, tests, browser checks, and review-ready handoff.
Maintain automations, prompts, billing flows, internal tools, model workflows, and operating docs as the product changes.
Capability stack
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.
Codex, Claude Code, repo inspection, task decomposition, verification, and handoff.
Turn vague ideas into product flows, working screens, model calls, and testable workflows.
Data models, auth-aware workflows, metadata pipelines, RLS-aware implementation, and production checks.
Checkout, credits, webhooks, billing validation, test-mode paths, and user-visible pricing truth.
Model routing, prompt flows, image/video generation, asset review, and practical product UX.
Automation workflows for company emails, project management, metadata, and internal operations.
Trace failures through code, logs, browser state, data rows, deployments, and exact runtime evidence.
Deployed systems, billing validation, working workflows, docs, and review-ready improvements.
Selected work
No invented growth metrics. The proof is in shipped product foundations, deployed systems, billing validation, working AI workflows, and durable repo improvements.
AI video and image product foundation, generation workflows, pricing and credit systems, public pages, and production-oriented product operations.
reelrush.com.auSmall business AI ad generation workflow inside ReelRush, designed around practical output generation rather than generic prompt demos.
reelrush.com.auAI automation and metadata workflow optimized for company work emails, project management, and structured operational data.
B2B industrial website, SEO, and product pages that enhanced side sales surfaces and improved website discoverability.
ascomponent.com.au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
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 |
Name the user, workflow, business outcome, and definition of done before choosing the AI stack.
Start from exact errors, logs, screenshots, rows, browser state, and deployed behavior before proposing fixes.
Inspect the actual codebase, live route, function, database, or local process instead of trusting assumptions.
Keep the build small enough to review and ship: one surface, workflow, integration, or agent lane at a time.
Leave behind working files, verification notes, known limits, setup details, and next actions.
Currently taking 1 build sprint and 2 audits per month so each engagement has enough attention.
A practical loop for founder builds: brief, inspect, constrain, delegate, verify, and leave behind something usable.
Future notes will cover AI workflow audits, repo rescue, and when an automation should become a product surface.