Selected, fixed-scope engagements

A focused technical review before an expensive assumption becomes a production problem.

For founders, CTOs and engineering leaders who need an independent look at a backend system’s architecture, reliability or performance profile.

How the engagements work

Narrow question. Clear evidence. Written next steps.

These are technical reviews, not open-ended staffing. Each starts with the system context and ends with recommendations your team can evaluate and implement.

01

Backend architecture risk review

A structured walkthrough for systems approaching a meaningful scale, complexity or reliability inflection point.

  • Architecture walkthrough and request-path map
  • Scalability and coupling risks
  • Reliability gaps and unsafe assumptions
  • Prioritised recommendations
  • Written action plan
02

Production reliability audit

A failure-mode review for systems where dependency health, retries and degraded behaviour determine customer impact.

  • Retries, timeouts and deadline propagation
  • Dependency-failure analysis
  • Cache and datastore bottlenecks
  • Observability and ownership gaps
  • Graceful-degradation strategy
03

Performance & infrastructure-cost review

A measurement-led review to find the work that creates latency, capacity pressure and avoidable spend.

  • CPU, memory and allocation hotspots
  • Query inefficiencies and N+1 patterns
  • Cache effectiveness
  • Throughput bottlenecks
  • Measurement and experiment plan

What to expect

Practical process, no theatre.

01 / CONTEXT

Start with the actual system

Share the architecture, traffic shape, known incidents, constraints and decision you need to make. Sensitive details are kept out of public materials and scoped to the conversation.

02 / REVIEW

Follow the important paths

Trace requests, dependencies, data flow, failure behaviour and measurement gaps. The review is guided by evidence, not a generic checklist.

03 / SYNTHESIS

Make trade-offs explicit

Receive a concise view of risks, options and prioritised actions—tied to the operating constraints your team actually has.

04 / HANDOFF

Leave with a usable plan

The outcome is a written action plan that can support an internal engineering discussion, planning cycle or targeted follow-up.

Good fit

When this is most useful.

A launch is creating new load

You need to understand whether a proposed architecture has reasonable headroom and failure behaviour before customer traffic finds the gaps.

An incident revealed a pattern

A retry storm, slow dependency, database bottleneck or opaque fallback has made the system’s weak path visible.

Performance and cost are rising together

You want to turn broad cost pressure into a set of measurable, testable technical decisions.

No prices are published because scope, system access and desired output materially change the engagement. Start with the problem; fit and scope come next.

Start a conversation

Describe the system before describing the solution.

Include the architecture or stack, current traffic scale, primary problem and outcome you need. That is enough to establish whether a focused review is useful.