Fractional CTO · Engineering rescue

When your engineering team stops shipping, I get it moving again.

I'm Chris Madison. I diagnose why delivery stalled, costs ballooned, or leadership went missing. Then I stay until the team is shipping again.

43%
Cloud cost reduction in 90 days
5→65
Engineers scaled across 3 continents
10
Patents in AI/ML

Social proof

What clients say

Real quotes from people I've worked with. No invented logos.

The team really thrived under your leadership.

Jaina Maher

Chief Operating Officer, Everyrealm

I've never seen a CTO so actively involved in coding. At times, it felt like you were doing the work of three developers on your own. I learned a lot from how you stayed on top of the latest tech updates while remaining closely connected with every aspect of the project.

Brad Chouhan

Senior Solution Engineer, Gammastack

Problems I solve

The calls I take

Our engineering team isn’t shipping anymore

Features that used to take days now take weeks. Sprint commitments slip, and morale follows.

Restore velocity → Fractional CTO

Our cloud bill is out of control

You’re spending tens or hundreds of thousands a month on AWS with no clear view of why it keeps growing.

Cut spend → Cloud optimization

We’re drowning in technical complexity

Every change is slower than the last. Tech debt is real, but nobody can see a first cut.

Untangle it → Team turnaround

We need a CTO but can’t afford one full-time

Investors are asking hard technical questions. A $200K+ executive hire isn’t on the table yet.

Get a part-time CTO

Coding agents created more chaos than speed

The team tried AI-native delivery. Agents draft colliding PRs, skip tests, and dump review work on seniors.

Install the model → Agentic Delivery

We’re raising / buying and need a real technical read

Code, architecture, and team risk before you write the check, or before someone else does.

Get clarity → Technical diligence

Diagnosing the stall first? Read why teams stop shipping.

Who I work with

Series A-C, post-acquisition, and teams in transition

Experienced technical leadership for companies that need it now and are not ready, or cannot justify, a full-time executive.

  • The team is shipping slowly and missing deadlines
  • The cloud bill is growing and no one can explain it
  • Layoffs, acquisitions, or leadership gaps need a steady hand
  • Fundraising is coming and the technical story has to hold
  • You want AI-native delivery without agents colliding in the repo
  • You need an MVP without standing up a full team

Core engagements

Services that solve these problems

The work founders call about when delivery, cost, leadership, or AI-native shipping is on the line.

Core

Fractional CTO

Part-time technical leadership for Series A-C startups. Scale the team, restore delivery, and align tech with the business.

Core

Team Rescue & Turnaround

Stabilize operations during crisis. Ship the critical work, break rewrite deadlocks, and restore team confidence.

Core

Cloud Cost Optimization

Cut AWS/GCP/Azure spend 30-50% in 60-90 days without sacrificing performance. Architecture decisions, not another dashboard.

$15K + 10% savingsSee the 43% case

Core

Technical Due Diligence

Technical assessment for VCs and acquirers evaluating engineering organizations, architecture, and risk.

Core

Agentic Delivery

Install a human+agent engineering operating model so coding agents ship first-pass work inside ownership, gates, and recovery, not chaos.

Secondary

Focused builds and advisory when the problem is more specific.

Secondary

MVP Development

Take an idea from concept to working prototype in 4-8 weeks. Investor-ready demos, not throwaway code.

$30K-60KLearn more

Secondary

Web3 Technical Advisory

Architecture, due diligence, and technical guidance for blockchain and crypto projects.

Not sure which engagement fits?

Let's diagnose it

Proof

Real results from real engagements

View all case studies

30 days

Shipping a Crypto Casino Platform

Stabilized the team, broke the rewrite deadlock, and shipped a quality product in 30 days.

Read case study

43% savings

Cutting Cloud Costs Without Sacrificing Performance

Audited infrastructure and rationalized architecture to cut AWS spend by 43%.

Read case study

6 weeks

Building an AI-Powered Content Discovery Platform

Led technical architecture and implementation, delivering a production-ready MVP in 6 weeks.

Read case study

Writing

From the journal

All posts

Featured series

Why Engineering Teams Stop Shipping

A five-part series on the tipping points that freeze delivery, and the first month of work that restores cadence.

5 parts

Open the series →

The First 30 Days

The first four pieces looked at different reasons a small team can struggle to ship. Here is how to bring those investigations together in the first month.

Read essay →

Who Reviews the Machine

A small team starts using AI coding tools, and more work waits for review. Who has time to check the additional code, and what the first two weeks of that work look like.

Read essay →

Where the Week Went

Six engineers, a full week, and very little progress on the work everyone agreed was important. How small teams account for support, incidents, and the other jobs that fill the calendar.

Read essay →

Busy Is Not Shipping

The team keeps releasing features, but important customer and business problems remain. How small engineering teams can reconnect their work to the results people need.

Read essay →

The Complexity Tipping Point

Delivery rarely collapses overnight. Six months ago the team shipped in days. Now a small feature needs six meetings. Here is what a complexity tipping point looks like, and the first two weeks of work.

Read essay →

Ready to get the team shipping again?

Book a free 30-minute consultation. No sales pitch. An honest conversation about what’s broken and whether I can help.

Schedule Free Consultation