Insights Business| SaaS| Technology How to Develop T-Shaped Engineers for Versatile Software Teams
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Dec 28, 2025

How to Develop T-Shaped Engineers for Versatile Software Teams

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James A. Wondrasek James A. Wondrasek
Graphic representation of the topic How to Develop T-Shaped Engineers for Versatile Software Teams

Your backend specialist is on leave and the feature you need to ship is blocked. This happens more often than you’d like, and each time it costs you velocity, momentum, and sometimes customers.

The problem is knowledge silos. Expertise locked inside individual engineers creates single points of failure. Most T-shaped content explains the concept without showing you how to develop these capabilities in your existing team without enterprise training budgets.

This guide is part of our comprehensive framework for transforming SMB engineering teams with skills-based hiring, where we explore how to move beyond credential-based approaches to building versatile, adaptable teams.

This article gives you structured methods that cost time, not money. You’ll use assessment frameworks to identify who’s ready, apply the 70-20-10 rule to protect depth while building breadth, and leverage pair programming and stretch assignments instead of formal training programs. The outcome is a team where engineers maintain specialist expertise while building enough adjacent knowledge to eliminate delivery bottlenecks.

What Are T-Shaped Engineers and Why Do SMBs Need Them More Than Enterprises?

T-shaped engineers combine deep specialised expertise with broad cross-functional knowledge. The vertical bar represents depth in one domain—backend development, frontend, infrastructure. The horizontal bar represents collaborative breadth across adjacent areas.

I-shaped engineers are pure specialists. They create bottlenecks. When your database expert is unavailable, work stops.

SMBs face this more acutely than enterprises. Small teams under 10 engineers face risks when specialists hold knowledge and no one else can step in. Every person on leave becomes a project blocker.

The data supports shifting toward breadth. 62% of developers use AI coding tools daily, reducing the depth required for routine tasks. GitHub Copilot handles syntax and boilerplate. Your engineers can contribute to adjacent domains without mastering every detail.

T-shaped development doesn’t mean eliminating specialists. Pure depth still matters for compliance, security, and architecture roles where domain expertise can’t be distributed. But for most of your team, T-shapes eliminate the knowledge silos that create project blockages.

You can go beyond T-shapes to Pi-shapes (deep skills in two areas) or Comb-shapes (multiple depths across several domains). But start with T-shapes. Get your team comfortable with one depth plus collaborative breadth before layering on complexity.

What Is Learning Agility and Why Is It the #1 Predictor of T-Shaped Development Success?

Before developing T-shaped engineers, identify who can make this shift. That depends on learning agility.

Learning agility is the capacity to learn, unlearn, and relearn skills quickly while applying past knowledge to novel contexts. It’s about how fast engineers can acquire new capabilities when needed.

Companies with learning-agile executives demonstrated 25% higher profit margins than peers. This matters because technical skills become outdated in under 2 years. An engineer who can learn, unlearn, and relearn quickly will outperform someone with deep but static expertise.

For T-shaped development, focus on three components. Curiosity means asking why beyond the immediate scope. Adaptability means adjusting to new tools and contexts. Results agility means delivering in unfamiliar territory. Engineers who read code outside their domain, ask architecture questions about systems they don’t own, and successfully adjust to new frameworks? They show T-shaped potential.

How Do You Identify Which Employees Are Ready for Cross-Functional Roles?

A robust skills taxonomy provides the foundation for identifying cross-functional capabilities. Use a three-dimension assessment: curiosity, adaptability, and collaboration history. Review past work to see demonstrated behaviours.

Curiosity signals show up when engineers read code outside their domain without being asked, ask why questions about architecture, and explore adjacent tools even when not required. An engineer who reviews pull requests from other teams to understand how different parts of the system connect? That’s curiosity.

Adaptability signals appear when engineers successfully adjust to new frameworks and embrace tool changes without resistance. When you migrated from one testing framework to another, who complained and who learned the new system? That’s adaptability.

Collaboration history is the track record. Look for engineers who pair with others, share knowledge through documentation or presentations, and help teammates outside their direct responsibilities.

Red flags include resistance to change, “not my job” mentality, and expertise hoarding. Career specialists often hear that their job is in jeopardy when asked to learn other things—leadership must permit and expect failure as engineers develop breadth. T-shaped engineers thrive in career structures designed for role fluidity rather than rigid specialisation paths.

Here’s a simple rubric. For curiosity: reads code outside domain (1 point), asks architecture questions (1 point), explores adjacent tools (1 point). For adaptability: successfully learned new framework in past year (1 point), works across multiple codebases (1 point), embraced recent tool change (1 point). For collaboration history: regularly pairs with others (1 point), documented knowledge for team (1 point), helps outside direct responsibilities (1 point). Score each engineer. Anyone with 6+ points has T-shaped potential. Anyone with 3 or fewer likely remains I-shaped.

What Is the 70-20-10 Rule and How Does It Protect Specialist Depth While Building Breadth?

The 70-20-10 framework allocates time like this: 70% on core expertise to maintain depth, 20% on adjacent skills to build breadth, and 10% on experimental learning to explore new domains. This prevents the most common failure mode of T-shaped development—spreading engineers so thin across domains that they become mediocre at everything.

The 70% allocation protects specialist depth. Your backend engineer still spends most time on backend work, maintaining expertise in database optimisation, API design, and server architecture.

The 20% builds breadth systematically. That backend engineer spends one day per week learning adjacent technologies—pairing with the frontend team to understand how the UI consumes the API or working with DevOps to understand deployment pipelines.

The 10% is exploratory. Engineers experiment with technologies that might not directly connect to current work but could become relevant.

In a two-week sprint you’re looking at 7 days on core work, 2 days on adjacent learning, 1 day on exploration. Dedicate specific stories to breadth development rather than trying to split days.

The mistake teams make is treating breadth as “nice to have” that gets cut when deadlines loom. If you’re planning sprints at 100% capacity for project work, you cannot add breadth development without burnout. Build the 20% into capacity planning from the start.

How Do Pair Programming and Stretch Assignments Accelerate T-Shaped Development Without Formal Training Budgets?

Pair programming means two people write code together on one machine. One drives (types), one navigates (reviews and strategises). For T-shaped development, pair programming exposes engineers to different thinking patterns, adjacent knowledge domains, and problem-solving approaches.

Stretch assignments are projects intentionally beyond your current comfort zone that require adjacent skill development. They’re Goldilocks-zone work—slightly beyond capability but not overwhelming, aligned with team needs, and time-boxed.

The cost advantage for SMBs is clear: both methods require time investment, not training budget. You’re not paying for courses, conferences, or external trainers.

AI-assisted pairing accelerates this further. 73% of developers report staying in flow state when using GitHub Copilot. 87% say it preserves mental effort during repetitive tasks. When your backend engineer is learning frontend through a stretch assignment, Copilot handles the syntax and boilerplate for the unfamiliar language. AI tools accelerate T-shaped development by reducing the depth requirements for adjacent skills.

Start small with implementation. Begin with 1-2 pairing sessions per week. Introduce one stretch assignment per quarter per engineer.

What Are Structured Rotations and How Do You Implement Them Without Disrupting Projects?

Structured rotations are planned temporary assignments where engineers rotate through different teams or domains to build breadth. Think 3-6 month rotations balanced with core work.

Phase rotations so the entire team doesn’t rotate simultaneously. If you have 8 engineers, rotate 2 at a time every quarter to maintain project continuity.

Knowledge transfer is mandatory before rotating. Document knowledge, pair the outgoing engineer with the incoming engineer for at least a week, and hold handoff meetings.

For SMBs, adapt rotations to team size. Smaller teams use shorter rotations (4-6 weeks), partial rotations (20% time on a different team), or project-based rotations (rotate onto a cross-functional project).

Test your rotation approach on internal tools or less time-sensitive features before applying it to customer-facing systems.

How Do You Balance T-Shaped Development with Maintaining Project Deadlines and Team Velocity?

T-shaped development improves velocity long-term by reducing blockages and knowledge silos. There’s a short-term investment in learning, yes. But the payoff comes.

You’ll see a short-term velocity dip as engineers learn adjacent areas. But you recoup that investment when the frontend specialist is on leave and the backend engineer can ship the feature instead of waiting.

Build breadth development into capacity planning from the start. If you plan sprints assuming 100% project allocation, you cannot add breadth development without blowing deadlines. Plan for 70% specialist work, 20% adjacent learning, and 10% exploration from day one.

When projects get tight, the 20% gets cut. Don’t let that happen. Protect that allocation. Frame it as risk mitigation investment.

Quick wins exist. Code reviews outside your domain cost almost nothing and build understanding fast. Your backend engineer reviews frontend pull requests—30 minutes per review that builds breadth incrementally.

Measurement proves value. Track three metrics: reduction in blocked work due to specialist unavailability, increase in engineers who can contribute to multiple project areas, and decrease in knowledge transfer time when specialists are absent.

The velocity impact timeline looks like this: months 1-3 show a 10-15% dip as engineers learn adjacent areas, months 4-6 return to baseline as adjacent knowledge starts reducing blockages, months 7+ show 20-30% improvement as knowledge silos disappear.

Should You Hire T-Shaped Engineers or Develop Your Existing Specialists?

Both. Develop your existing team while hiring for T-shaped potential in new roles.

Existing team advantages: they already know the codebase and domain. Onboarding cost is zero.

Hiring advantages: immediate breadth without the 6-18 month development timeline. Fresh perspectives often spot problems your existing team has become blind to.

Use your assessment framework (curiosity, adaptability, collaboration history) to identify which existing engineers have T-shaped potential. High-learning-agility engineers with 6+ points are prime candidates.

Budget considerations matter. Development is a time investment, hiring is a salary investment plus longer time-to-productivity. 70% of U.S. workers prefer employers offering professional development.

Decision framework: develop existing talent into T-shapes when learning agility is high and timeline allows, hire when immediate capability is needed.

FAQ Section

How long does it take to develop a T-shaped engineer from a pure specialist?

6 months for basic breadth to 18+ months for deep T-shaped capability. This depends on learning agility and adherence to the 70-20-10 rule. Benefits appear around 3-4 months as initial adjacent knowledge reduces knowledge silos.

Will encouraging breadth make my engineers mediocre at everything instead of excellent at one thing?

Not if you use the 70-20-10 rule to protect depth. The 70% time allocation on core expertise maintains specialist capability while the 20% builds adjacent knowledge. T-shaped means deep expertise PLUS breadth, not trading one for the other.

How do I know if my T-shaped development program is working?

Track three metrics: reduction in blocked work due to specialist unavailability, increase in engineers who can contribute to multiple areas, and decrease in knowledge transfer time. Qualitative signals include engineers volunteering for cross-functional work and completing stretch assignments.

What are the biggest mistakes when developing T-shaped engineers?

Not protecting the 70% depth allocation leads to skill dilution. Treating breadth as extra work on top of 100% project allocation causes burnout. Forcing T-shaped development on engineers without learning agility creates resistance. Having no structured approach means random results. Expecting results too quickly when breadth takes 6+ months to develop sets you up for disappointment.

Is a full-stack developer the same as a T-shaped engineer?

No, full-stack is narrower. Full-stack means expertise across the technology stack—frontend, backend, database, DevOps. T-shaped is broader: deep expertise in one technical area PLUS collaborative breadth including process understanding, business context, and communication skills. A full-stack developer can be T-shaped if they also have the collaborative and soft skills breadth.

How do AI coding tools like GitHub Copilot affect the need for specialist depth?

AI tools reduce the depth required for routine coding tasks like syntax and boilerplate. This makes breadth more valuable. Core expertise remains essential for architecture and debugging complex issues, but shallower depth suffices for adjacent areas. This accelerates T-shaped development—engineers can contribute to adjacent domains with AI assistance faster than mastering every detail manually.

Can you develop T-shaped engineers in a team of pure specialists who resist change?

Difficult but possible. Focus on high-learning-agility individuals first rather than forcing the entire team. Create visible wins through reduced blockages and faster feature delivery. Use early successes to demonstrate value to resistant team members. Some pure specialists will never become T-shaped—that’s acceptable if you build enough T-shaped capacity elsewhere.

What’s the difference between cross-training and T-shaped development?

Cross-training is one method for building T-shaped skills, but T-shaped development is broader. Cross-training typically means learning adjacent technical skills. T-shaped development includes that PLUS collaborative skills, process understanding, business context, and adaptability. Cross-training is tactical. T-shaped development is strategic.

How do you prevent T-shaped development from becoming crunch culture where engineers are expected to do everything?

Enforce the 70-20-10 rule ruthlessly. Build breadth development into capacity planning, not added on top. If engineers are already at 100% project allocation, you cannot add breadth development without burnout. T-shaped means capable of contributing to adjacent areas, not responsible for all areas simultaneously.

Should I prioritise developing T-shaped engineers or hiring more specialists to fill skill gaps?

Context-dependent. If you have high-learning-agility engineers and a 6-18 month timeline, develop your existing team at lower cost. If you need immediate capability or existing team lacks learning agility, hire specialists with T-shaped potential. Hybrid approach often works best: develop existing high-potential engineers while hiring for gaps that can’t wait.

How do structured rotations work in a small team where everyone is already wearing multiple hats?

Small teams adapt rotations differently. Use shorter rotations (4-6 weeks), partial rotations (20% time on an adjacent team), project-based rotation (rotate onto a cross-functional project), or pair-based rotation (pair with someone from an adjacent area for specific features). Wearing multiple hats isn’t the same as T-shaped if it’s chaotic rather than structured with maintained depth.

What signs indicate an engineer has T-shaped potential vs being a pure specialist?

Observable signals: reading code outside their domain without being asked, asking why questions about architecture, volunteering for cross-functional projects, successfully learning new tools when required, helping team members outside direct responsibilities, and showing curiosity about business context. Red flags: “not my job” mentality, expertise hoarding, resistance to new tools, and narrow focus on immediate tasks without system understanding.

AUTHOR

James A. Wondrasek James A. Wondrasek

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