Technology Leadership
28 posts on this topic — practical guidance from Shawn Livermore on fractional CTO, AI, and technology leadership.
The Model Ecosystem Is Maturing Faster Than Enterprise Policy Can Follow
95% of engineers now use AI weekly. Claude Code is the most-used development tool. Most enterprise AI governance frameworks were written for a version of the ecosystem that no longer exists.
Read post →The New Reasons Companies Hire a Fractional CTO in the AI Era
The traditional fractional CTO hiring triggers — team scaling, pre-IPO audit, technical co-founder departure — are still valid. They are no longer the only ones.
Read post →Why Fractional CTO Engagements Fail in the First 30 Days
Most fractional CTO failures are not competence problems. They are alignment problems that could have been resolved before the engagement started. Here is what those failures look like and what prevents them.
Read post →The Fractional CTO Evaluation Gap: Why the Candidate Who Interviews Well Is Often the Wrong Fit
Most companies evaluate fractional CTO candidates with full-time hiring criteria. The competencies that predict fractional success are meaningfully different — and the gap between the two is where most searches go wrong.
Read post →The Technology Leadership Gap Mid-Market Companies Keep Solving Wrong
CTO burnout at mid-market companies is usually diagnosed as a hiring problem. It is more often a structure problem — and the fractional model is the correction.
Read post →How a Fractional CTO Operates in an Organization Where AI Writes the Code
When AI is authoring most of a team's production code, the fractional CTO's job does not disappear — it shifts toward architecture, validation, and governance. Here is what that looks like in practice.
Read post →When a Fractional CTO Engagement Should End — and What a Good Exit Looks Like
The fractional CTO engagement that ends well looks different from the one that ends by default. The difference is in how the exit is prepared, and when that preparation starts.
Read post →The Fractional CTO's Highest-Leverage Work Is Not What You Think
Most companies hire a fractional CTO to solve an implementation problem. The highest-leverage work is usually an alignment problem. Here is the difference and why it matters for what an engagement actually produces.
Read post →The Forward-Deployed Model Is Just Fractional Leadership With a New Name
Anthropic and Blackstone's $1.5B Ode places engineers embedded inside enterprise clients. This model has been the foundation of fractional CTO work for decades. Here is what the $1.5B validation actually tells mid-market companies.
Read post →Hiring a Fractional CTO When Your Team Is Building With Agents
When Andrej Karpathy shifted to 80% agent coding, most responses focused on individual productivity. The more important implication is organizational: what does technical leadership mean when the engineering workflow has structurally changed?
Read post →The Board AI Question Every CEO Without a CTO Gets Wrong
Every board is now asking about AI. Most CEOs without a technology executive answer it in one of two wrong directions: over-representing what the organization is doing, or under-representing it. A fractional CTO fills the specific gap of translating technical reality into terms the board can act on.
Read post →What the First 90 Days of a Fractional CTO Engagement Actually Look Like
The first 90 days of a fractional CTO engagement are not primarily about the technology. They are about closing the gap between how leadership describes the technical situation and what the technical situation actually is.
Read post →Microsoft Just Bet $2.5 Billion That AI Implementation Is Harder Than AI Technology
Microsoft launched the Frontier Company on July 2, committing $2.5 billion and 6,000 engineers to fix enterprise AI pilots that fail. The announcement names the real problem — and reveals which companies get the answer and which don't.
Read post →What a Fractional CTO Actually Owns in the AI Era
AI changed what developers can produce. It didn't change what a technology executive is accountable for. Here is what the fractional CTO role actually covers when AI is handling more of the coding.
Read post →The Decisions a Fractional CTO Has to Own (and the Ones That Aren't Theirs to Make)
Decision authority in a fractional CTO engagement is frequently misunderstood. Some decisions require the fractional CTO to hold firm even when that creates friction. Others shouldn't be made by the fractional CTO at all — and confusing the two is what derails engagements.
Read post →What Companies Get Wrong in the First 30 Days of a Fractional CTO Engagement
Most fractional CTO engagements that underperform weren't set up to succeed. The conditions that determine whether a fractional CTO can do their job are established by the company before the real work begins — and most companies get three of them wrong.
Read post →What a Fractional CTO Actually Does on Day One
Most descriptions of a fractional CTO engagement are abstract. Here is what the first engagement actually looks like: the first conversations, the real deliverables, and where the work concentrates in the first 90 days.
Read post →Fractional CTO as a Permanent Operating Model, Not a Stopgap
Most companies treat fractional CTO as a bridge to a full-time hire. For many mid-market organizations, the fractional model is the permanently correct structure — not a placeholder for something better.
Read post →Why the AI Era Is Creating More Demand for Fractional CTOs, Not Less
AI tools are making code easier to write. That hasn't reduced the need for technology leadership, it has intensified it. Why fractional CTO demand is rising now.
Read post →What a Fractional CTO Delivers in the First 90 Days
The first 90 days of a fractional CTO engagement should produce decisions, not a binder of audits. What good looks like at 30, 60, and 90 days, plus the red flags.
Read post →When a Fractional CTO Is the Right Call — and When You Actually Need Something Else
The choice isn't always fractional vs. full-time. How to tell whether you need a fractional CTO, a tech advisor, or a consulting firm, and what a misstep costs.
Read post →Which Claude Model Your Business Actually Needs
Anthropic released 29 Claude models and tools in the first five months of 2026. The question is not which is most capable, but which fits the work you are doing.
Read post →When to Hire a Fractional CTO: 5 Signals That Tell You It's Time
Not every company needs a full-time CTO. Here are the five clearest signals that fractional CTO expertise is what your business actually needs right now.
Read post →What Does a Fractional CTO Actually Do? Day One Through Month Six
A detailed look at what a fractional CTO does in practice — from the first-week assessment through steady-state leadership, board reporting, and hiring decisions.
Read post →What Is a Fractional CTO? (And When Your Business Actually Needs One)
A fractional CTO brings executive technology leadership part-time. Learn what the role covers, how engagements work, and the four scenarios that signal you need one.
Read post →Legacy System Modernization: Rebuild, Wrap, or Replace?
Rebuild, wrap, or replace? Here is the framework technology leaders use to choose a legacy system modernization approach that minimizes risk and disruption.
Read post →Fractional CTO vs. Technology Consultant: The Difference That Actually Matters
A consultant delivers a report and exits. A fractional CTO owns your technology function. Here is how to tell the difference and know which one you need.
Read post →How to Build a Technology Roadmap: A Framework from a Fractional CTO
A technology roadmap is not a Gantt chart or a feature list. Here is a practical framework for building one that earns executive buy-in and actually gets executed.
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