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  1. In Depth
  2. The fastest way to learn is to run two competing bets | Jay Parikh (EVP CoreAI, Microsoft)
The fastest way to learn is to run two competing bets | Jay Parikh (EVP CoreAI, Microsoft)

The fastest way to learn is to run two competing bets | Jay Parikh (EVP CoreAI, Microsoft)

In Depth · Aug 27, 2026

Microsoft's Jay Parikh on engineering excellence: build high-performing teams, drive a fast execution drumbeat, and run parallel bets to learn faster.

Microsoft's Jay Parikh's Five Pillars of Engineering Leadership

Engineering excellence is a system of five interconnected competencies: building high-performing teams, setting actionable strategy, driving a relentless execution cadence, actively reducing organizational toil, and intentionally building a strong culture of values and behaviors.

The fastest way to learn is to run two competing bets | Jay Parikh (EVP CoreAI, Microsoft) thumbnail

The fastest way to learn is to run two competing bets | Jay Parikh (EVP CoreAI, Microsoft)

In Depth·a month ago

Onboard Senior Leaders as Individual Contributors to Prevent 'Organ Rejection'

To successfully integrate senior talent, implement a 'go slow to go fast' onboarding. Have new leaders spend their first 1-2 months as individual contributors. This allows them to absorb the culture, build relationships, and gain deep context before taking on management responsibilities, preventing 'organ rejection.'

The fastest way to learn is to run two competing bets | Jay Parikh (EVP CoreAI, Microsoft) thumbnail

The fastest way to learn is to run two competing bets | Jay Parikh (EVP CoreAI, Microsoft)

In Depth·a month ago

During Tech Inflections, Empower ICs to Lead, Not Just Managers

When navigating steep technology curves like AI, the best knowledge resides with Individual Contributors (ICs), not managers. To accelerate, leaders must create parallel career tracks, elevate ICs into leadership roles, and use IC-only forums ('brain trusts') to bypass slow management layers.

The fastest way to learn is to run two competing bets | Jay Parikh (EVP CoreAI, Microsoft) thumbnail

The fastest way to learn is to run two competing bets | Jay Parikh (EVP CoreAI, Microsoft)

In Depth·a month ago

Prioritize the 'Work Chart' Over the Org Chart to Increase Speed

To maintain speed in a large organization, ignore the formal org chart. Instead, structure work around small, empowered 'work chart' teams (squads). Give them a clear DRI, full context, agency, and a direct 24-hour escalation path to leadership to remove blockers.

The fastest way to learn is to run two competing bets | Jay Parikh (EVP CoreAI, Microsoft) thumbnail

The fastest way to learn is to run two competing bets | Jay Parikh (EVP CoreAI, Microsoft)

In Depth·a month ago

Mandate End-Customer Obsession for Infrastructure Teams, Not Just Product Teams

To build a cohesive, fast-adapting organization, infrastructure teams must be as connected to the end customer as product teams are. This isn't optional. When the entire stack understands the 'why,' it builds purpose and dramatically reduces the delay in responding to market shifts.

The fastest way to learn is to run two competing bets | Jay Parikh (EVP CoreAI, Microsoft) thumbnail

The fastest way to learn is to run two competing bets | Jay Parikh (EVP CoreAI, Microsoft)

In Depth·a month ago

Vertical Integration's True Value at Scale is Speed, Not Just Cost Savings

The key benefits of vertical integration at extreme scale are speed and destiny control, not just cost. Owning the stack allows you to re-architect every layer simultaneously for a new product. This is impossible when relying on vendors who cater to the median customer, not your bleeding-edge needs.

The fastest way to learn is to run two competing bets | Jay Parikh (EVP CoreAI, Microsoft) thumbnail

The fastest way to learn is to run two competing bets | Jay Parikh (EVP CoreAI, Microsoft)

In Depth·a month ago

An Akamai Vet's Lesson: Bake in Efficiency Before Hypergrowth Hits

Having experienced the dot-com bust at Akamai, Jay Parikh prioritized efficiency at Facebook from day one, even when capital was abundant. This proactive approach to preventing waste and building a frugal culture created massive capital allocation options later on, avoiding a painful course correction.

The fastest way to learn is to run two competing bets | Jay Parikh (EVP CoreAI, Microsoft) thumbnail

The fastest way to learn is to run two competing bets | Jay Parikh (EVP CoreAI, Microsoft)

In Depth·a month ago

Growing Companies Must Fight Their Expanding and Slowing 'Learning Loop'

Success and scale naturally expand a company's 'learning loop,' making it take longer to learn. Leaders must constantly fight this by re-evaluating processes (e.g., meeting sizes), promoting clear ownership, and framing failures as learning opportunities to maintain speed.

The fastest way to learn is to run two competing bets | Jay Parikh (EVP CoreAI, Microsoft) thumbnail

The fastest way to learn is to run two competing bets | Jay Parikh (EVP CoreAI, Microsoft)

In Depth·a month ago

Run Competing Bets in Parallel to Learn Twice as Fast

Instead of spending weeks debating between two uncertain paths, execute both simultaneously. This strategy of running parallel bets may seem resource-intensive, but it doubles the speed of learning. You'll find the right answer in two months instead of the four it would take to try one, fail, then try the other.

The fastest way to learn is to run two competing bets | Jay Parikh (EVP CoreAI, Microsoft) thumbnail

The fastest way to learn is to run two competing bets | Jay Parikh (EVP CoreAI, Microsoft)

In Depth·a month ago

Structure Big Bets Cross-Functionally to Find Global, Not Local, Maxima

To achieve discontinuous impact, 'big bets' must be cross-functional. A bet confined to a single team risks optimizing for a local maximum. By design, span bets across multiple teams (3-5) to force them to seek a new global maximum for the entire business, avoiding siloed thinking.

The fastest way to learn is to run two competing bets | Jay Parikh (EVP CoreAI, Microsoft) thumbnail

The fastest way to learn is to run two competing bets | Jay Parikh (EVP CoreAI, Microsoft)

In Depth·a month ago