Kyle Gani, Product leader
I build products and teams that other engineers rely on.
- Work
- Product lead, AI infrastructure
- Trained as
- Software engineer, product manager, designer
- Years
- 13 in product, engineering and founding
- Based in
- Cape Town, working remotely
Product
Mission Control is how I lead a product organization: one loop, three decisions, made on purpose, that determine whether a team gets better every quarter or just bigger. The decisions are sight, conviction and adaptation.
Read Mission Control/mission-controlFig. 1 Product lead, front elevation Units: video pixels
Essays
Essays on running product at AI infrastructure and developer platform companies.
The margin you cannot see
When the product is a system, the change customers love can quietly turn your margin negative. You find out at month close, weeks too late to trace it back.Wrong at scale
Hiring more people speeds up the plan you already have. It does nothing for the moment the plan turns out to be wrong.About
Cape Town
I'm Kyle Gani, a product lead in AI infrastructure, based in Cape Town, South Africa.
Cerebrium
Since February 2024 I've led product at Cerebrium, a serverless GPU cloud for real-time AI inference: strategy and pricing, security and compliance, and the teams who build on it.
Practor
In 2025 I founded Practor, practice management software for private practices in South Africa: scheduling, patient files, billing and insurance claims in one system.
Other
Before Cerebrium I ran platform and developer experience at OfferZen, product for a neobank at SadaPay, and engineering teams at Platform45.
WeThinkCode_
I trained as a software engineer at WeThinkCode_ and studied product management at the University of Cape Town.
- Deploying Ultravox for ultra-low latency voice applications(opens in a new tab)
- Building a real-time coding assistant(opens in a new tab)
- Deploying Sesame CSM, the most realistic voice model, as an API(opens in a new tab)
- Five free hosting platforms for Python apps(opens in a new tab)
- ML apps at scale: ASGI support(opens in a new tab)
- HIPAA compliance: a guide for health applications(opens in a new tab)
- The DX toolbox: four ways to drive developer excellence(opens in a new tab)
Engineering
I trained as a software engineer and still ship production code. These are the guides and engineering posts I have written for the companies I work with.
New essays, about one a month.
Each one works through one real product decision.
Latest essay
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