AI engineering for the software you already run.
Put AI to work
on the software
you already run.
Agents for investigation, implementation, and test creation. A senior developer and QA engineer turn that work into reviewed changes, guided by .NET performance expert Adnan Rafiq.
Led by Adnan Rafiq
.NET performance expert & technical leader
A slow request. A testable explanation.
Agree the workload & latency target
Trace the request through app & database
Repeat the same load after the change
The problems we take on
Your next AI use case
is already in the backlog.
Bring agents to the work that matters: performance investigation, legacy test coverage, and incremental modernization. Our engineers own the decisions and the evidence.
“It gets slow
when it matters.”
Use agents to organize code paths and diagnostic evidence. Let performance expertise separate a plausible explanation from a measured bottleneck.
Explore performance engineering02 / RELEASE CONFIDENCE“Every release
feels like a risk.”
Use agents to draft regression checks around critical workflows. A QA engineer validates expectations, failure paths, and actual results.
See the release-safety playbook03 / DELIVERY CAPACITY“The roadmap
keeps getting older.”
Give agents bounded implementation tasks. A senior developer and QA engineer review, verify, and move the agreed backlog forward.
Meet the AI Engineering PodA complete team. A clear price.
AI-powered capacity.
Senior judgment.
Clear ownership.
Agents extend the team across investigation, coding, and test creation. Your senior developer and QA engineer own the work, with founder technical leadership.
See what’s included$8,000/ month
Agent-guided implementation & code review
Agent-assisted tests & independent verification
Architecture, priorities & performance expertise
Scope, capacity, overlap, and leadership cadence agreed before kickoff. No guaranteed throughput. Approved third-party costs are separate.
Useful before we ever meet
Put our AI workflow
to work today.
An agent work kit, open MCP tools, and practical engineering playbooks. Useful material you can inspect and use with your own team.
Bring our playbooks into the way you already work.
Adnan Rafiq / FounderExpertise has a name
The person guiding the work
understands the work.
I’m Adnan Rafiq, a .NET performance expert and technology leader based in the Boston area.
Mottobits brings my engineering judgment together with an offshore delivery team and specialist Dynamics 365 expertise. You get a clear technical direction, people accountable for the implementation, and work your own team can maintain.
- Evidence before recommendations
- Human review of AI-assisted changes
- Code, tests, and documentation in your ownership
Start with a real problem
Let’s make the next release a better one.
Bring one slow workflow, one risky release, or one difficult integration. We’ll find a sensible first step.