Resilience has become the popular and often default goal of workforce development. That makes good sense in some ways. The capacity to bounce back after difficulty is an admirable set of traits and skills. At the same time, a growing body of research points to another capability: the ability to absorb challenges and use them as a mechanism for growth. That’s not resilience; that’s what we now know as antifragility.

A 2026 scoping review of antifragility research distinguishes this proactive, capacity-building behavior and response from the typically reactive process that come with resilience. For learning and development (L&D), the practical lever to build antifragility is to find ways to introduce manageable pressure that leads to growth.

What Manageable Pressure Looks Like

Manageable pressure is a meaningful or important demand that is slightly beyond current capability. That’s only half of the equation though. It also needs to be paired with support and an eventual path to recovery. In learning science this is the zone of proximal development, or “desirable difficulties” — conditions that feel hard in the moment but ultimately produce stronger, more durable learning.

In the workplace, this principle appears in the distinction between challenge stressors and hindrance stressors. Difficulties that are framed as opportunities to learn or grow tend to raise motivation and shift our physiological profile to ready us for action and performance. Demands experienced as obstacles or even threats do the exact opposite and can shut down growth and performance.

Manageable pressure in corporate learning should therefore have three key features:

1. The task or learning carries a real stake (a.k.a. skin in the game).
2. The risk is bounded and clear.
3. The learner has enough clarity and control or agency to act and be successful.

Consider a high-achieving individual contributor at Meta: technically exceptional and widely respected, but known for an overpowering style that turned people away before his ideas could land. The development that worked was not a class on communication. It placed him in the exact high-stakes interactions he found hardest — senior-decision-maker forums and cross-cultural stakeholder conversations — with a coach and his manager engaged to help him calibrate in real time.

The pressure was real, because his influence and reputation were genuinely on the line, and bounded, because the support caught him when he stumbled. Over six months he built a second set of influence strategies alongside his analytical ones and his manager came to describe him as markedly more effective across the organization. That is manageable pressure in practice: a real stake, a bounded risk and enough support to turn a hard moment into an opportunity rather than a setback.

Progressive Challenge Prevents Burnout

Challenge stressors, such as workload, responsibility and the complexity a person believes they can handle, tend to build capacity and capability. Hindrance or even threat stressors, such as ambiguity, role conflict and volatility that cannot be controlled, often drain and deteriorate motivation. Burnout is the physiological failure state at the end of that process. It’s a syndrome marked by exhaustion, cynicism and a reduced sense of efficacy or confidence in one’s abilities.

Productive stretch, on the other hand, keeps three things intact that burnout strips away: clarity about what success looks like, confidence that it’s possible and recovery in between the demands. Remove any one, and you risk turning stretching into snapping.

Capacity is built the same way physical fitness or strength are built: appropriate load, followed by recovery and eventually slightly higher levels of load. Challenges in the workplace should be no different. They should begin within reach and rise as capability grows, never in random or thoughtless spikes and never without time for recovery and consolidation.

Learning efforts should space out deliberate practice and frequently revisit material or skills so that the gains stabilize. Practically, this means calibrating difficulty to the individual, since a first-time manager and a seasoned leader need different doses and types of challenge stressors, and protecting periods where new skills are applied and absorbed before the next escalation.

Experiences That Build Capacity

Not all learning experiences carry the same dose of difficulty, and they can be sequenced from lower to higher real-world stakes.

• Scenario practice and simulations offer high repetition at low risk, ideal for early exposure.
• Peer coaching adds feedback and social support.
• Action learning puts real problems in front of a supported team or performer.
• Stretch assignments carry the highest real stakes and, accordingly, they have the most growth potential when scaffolded appropriately.

This progression is consistent with the widely held 70-20-10 model, which holds that most development comes from challenging on-the-job experience, supported by coaching and relationships, with formal instruction playing a smaller role.

Individual coaching is one of the most direct ways to calibrate that dose. In one engagement with a fast-scaling Series B company, roughly fifteen leaders received coaching built around the real challenges in front of them rather than a standard curriculum. Each program began with a confidential read of how they were experiencing their role, then provided opportunities to practice specific skills, difficult conversations, delegation and decision-making against live situations, with regular feedback loops to consolidate what worked. Because the challenge was set to each leader’s edge rather than a single standard, a group of individuals operating at very different levels was able to grow at the same time.

Recognizing Overload

Challenge tips into overload when the signals start to reverse. Antifragility shows up as improving performance, rising engagement and a proactive willingness to take on the next challenge or problem. Overload shows up as performance plateauing or declining, withdrawal, avoidance and burnout. These are often easier to name in hindsight than to catch in the moment.

In that same Series B company, one pattern stood out: the organization’s most capable and valued leader was also the one closest to leaving. The early signs of depletion that had been visible a year earlier had turned acute across several senior leaders. Demand had outpaced the organization’s capacity for too long with no structural relief. Overload rarely announces itself; it shows up as the best people disengaging while the dashboards still look fine.

When the markers first appear, the correct response is to reduce the dose and restore recovery, not to question the individual’s grit.

Creating the Conditions for Growth

It’s impossible to improve antifragility in individuals while ignoring the environment people work in. Some volatility, ambiguity and uncertainty are inherent to work and cannot be engineered away, which is exactly why the capacity to meet them matters. But much of the volatility people absorb is manufactured and controllable: unclear priorities, shifting goals, conflicting directives and undesigned workload.

A manageable pressure approach asks leaders to do two things at once: build people’s capacity to meet genuine challenges and reduce the needless volatility that adds strain without adding growth. The goal is neither to shield people from difficulty nor to pile it on. It is to engineer the right dose of challenge, with support and recovery, so that pressure becomes the mechanism of development rather than a threat to it. That shift — from protecting people from stress to designing the right stress — is how learning functions build capacity that lasts.