Insights

Field notes from the studio.

TaskDriver.ai is an AI automation and web studio in Auckland, New Zealand. We build workflow automation, chatbots, CRM integrations and websites for small and mid-sized businesses across New Zealand and Australia — fixed scope, no retainers. These are breakdowns on automation systems, AI operations, and the build patterns we actually use on client projects.

Written by Robert Iuoras, Founder & lead architect · last updated

Fixes

Safari 26.5.2 keeps crashing? The QUIC handshake bug + the fix

Tabs reloading with 'a problem occurred'? Safari's NetworkProcess is crashing on the QUIC (HTTP/3) handshake. The 5-minute, fully reversible macOS fix.

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Operations

The 5 pillars of a successful AI integration strategy

How to assess readiness, pick the right systems, and measure outcomes once automation is live in day-to-day ops.

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Engineering

From zero to GPT: building your first custom task driver

A practical walkthrough for teams wiring LLMs into repeatable workflows without breaking reliability or governance.

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Customer Ops

The rise of autonomous agents in customer support

Where autonomous agents outperform scripted chat and where a human-in-the-loop still protects CX and conversion.

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Who writes these

Robert Iuoras

Founder & lead architect

Scopes, designs and ships every TaskDriver build — the person on your first call is the person writing the code. No account managers, no handoffs between strategy and delivery.

  • Built Ebb, a Stripe revenue-recovery product, end to end
  • Shipped WhatsApp quote automation for Australian Power
  • Delivered ops automation and web for Second to None and Invest With Alison

Working with the studio

If the notes are useful and you want the same systems built for your business, here is exactly how that works.

What does it cost?
Fixed scope, quoted in writing before anything starts. An ops teardown is $250 AUD (45-minute call plus a written automation plan, credited toward any build). A one-week automation sprint is $990 AUD. Larger systems usually land between $2k–$4k AUD. No retainers, no hourly billing.
How long does it take from first contact to go-live?
A teardown call is usually booked within a few days. A sprint is one week end to end. Chatbots typically go live in 1–2 weeks; larger workflow systems in 4–8 weeks. You get dated milestones in writing before work starts.
What happens after launch — do you keep running it, or do I take over?
You own it. Everything runs in your accounts, on your keys, and we hand over the code, the docs and the logins at the end of the build. Nothing is locked to us.
If something breaks or needs a tweak, how is that handled and at what cost?
Anything we built that breaks is fixed free for 30 days after handover. After that, fixes are quoted per job or covered by an optional monthly care plan — your choice, and never a condition of the build. New scope is quoted as a new fixed-scope sprint.
How much of my time does this take?
About two hours in total: one 45-minute call, giving us access to the tools involved, and one review round before go-live. We do the rest.
What proof do you have that this works?
Named, checkable builds rather than anonymous case studies: Ebb (Stripe revenue recovery), Australian Power (WhatsApp quote automation), Second to None (painting and renovation ops), Invest With Alison (financial-education funnel) and an AI tools directory. Each one is written up on this site with what was built and what changed.
Insights & Field Notes — AI Automation Guides | TaskDriver.ai