Releases still land on the founder
The product may change only a few times each month, but every release still depends on the founder knowing what to check and what could break.
monthly technical stewardship
Keep production controlled without buying a full engineering function.
For a live product that needs a release gate, current technical risk and one bounded improvement cycle each month. The founder keeps moving while production stops depending on memory and hope.
Available after the $2,500 Production Takeover confirms the operating boundary and that recurring ownership is the right next step.
named production case
The offer comes from work already done on AiudApp.
Tookan central dispatch and Bubble dashboards became separate Next.js applications. Customer tracking was built in Next.js, the Flutter field app was redesigned, and paid Google routing was replaced with self-hosted Valhalla while Xano remained the shared backend.
- production scale
- ≈60k tasks / month
- The connected AiudApp ecosystem currently handles approximately 60,000 tasks per month and is growing.
- field-app efficiency
- −57.5% requests / user-hour
- Observed backend requests per active user-hour fell from 192.3 to 81.8 after the Flutter flows were improved.
- the engagement
- 6-month migration → ongoing
- The Tookan replacement took six months. Work continued for more than a year afterward and remains ongoing.
when this level fits
The product is stable enough to run, but not safe to neglect.
You do not need weekly technical leadership or a permanent engineering hire. You need the controls established in the takeover to stay current while the product and its dependencies continue changing.
Operational risk drifts quietly
Dependencies, permissions, backups, monitoring and vendor behavior change even when the roadmap is calm. Nobody is assigned to notice the drift.
There is a backlog, not a delivery team
A small number of important technical improvements need senior judgment. There is not enough continuous implementation work to justify a full-time hire.
what gets owned
The production baseline stays current.
Technical Steward protects the operating system created during the Production Takeover. It is ongoing control with one bounded improvement cadence, not an hourly bundle or an unlimited queue.
- Technical risk register and near-term roadmap kept current.
- Material releases checked against a defined verification gate.
- Dependencies, monitoring, access and backup posture reviewed.
- One bounded improvement cycle completed each month.
- One plain-language monthly technical decision note.
- Technical questions answered within two business days.
operating cadence
One deliberate operating cycle each month.
The work stays asynchronous and bounded. Each cycle protects the production baseline first, then spends the remaining attention on the highest-value eligible improvement.
Set the monthly priority
Confirm the release, risk or improvement that matters most against the ninety-day plan and current business context.
Review production control
Check material changes, monitoring, dependencies, access and the controls most likely to drift since the previous cycle.
Run one improvement cycle
Implement or supervise one bounded outcome that fits the active lane. Larger work is identified before it consumes the month.
Record the decisions
Leave the founder with a short note covering what changed, what remains exposed and what should happen next.
choose the cadence
Two ownership levels. One controlled entry point.
Choose by the frequency and consequence of technical decisions, not by how many feature requests are waiting. The takeover may also conclude that neither retainer is necessary.
this level
Technical Steward
$3,500/month
Monthly control and one bounded improvement cycle for a product that does not need weekly technical leadership.
the other level
AI-Native Technical Owner
$5,000/month
Weekly ownership of architecture, releases, security and one bounded active technical lane for a product changing continuously.
Read the Technical Owner boundarygood fit
Enough consequence to need ownership.
- A live product with real users, revenue or operating consequences.
- A production baseline already established through the takeover.
- A small number of meaningful releases or technical decisions each month.
- A founder who needs senior control more than continuous implementation.
- A team comfortable with asynchronous work and a two-business-day response.
outside the boundary
A retainer is not a disguised engineering team.
- Daily roadmap ownership or weekly technical leadership.
- Unlimited feature delivery or a bank of development hours.
- Emergency response, same-hour support or 24/7 on-call coverage.
- A major stabilization, migration or rebuild hidden inside the retainer.
- A product that actually needs a full engineering team.
the required first step
Recurring ownership starts after the system is understood.
The ten-day Production Takeover maps the live system, establishes release and AI-change controls and produces the ninety-day decision plan. You keep those deliverables if the recommendation is to stop, hire or run a separate project.