Who Bubble pods are for: the right setup for every kind of team
Five ways teams use a Bubble pod: expert developers taking on more work, agencies scaling delivery, founders, product teams and ops leads. Each setup, with published prices.
Blog
Notes on delivery, talent and building with Africa.
What we're learning running senior-led builds and managed data teams with African talent.
Bubble pods vs freelance developers vs in-house hires: the real math
The real cost of Bubble capacity: freelance rates plus platform fees, salaries with benefits per BLS data, and managed pods. Every number sourced.
White-label Bubble development partners in 2026: the honest list
We looked for every company marketing white-label Bubble development in 2026. The honest finding, and the real alternatives, with published prices.
Vibe coding vs Bubble: which should you build on in 2026?
We build client apps on Bubble and vibe coded our own site on Lovable. An honest comparison: speed, security, costs, and when each one wins.
How much does a Bubble app cost in 2026?
Freelance rates, agency project prices and Bubble's own platform fees, with sources. The 2026 numbers behind what a Bubble app really costs.
Ground truth intelligence: what it is and why you need it
What ground truth means in machine learning, why models fail without it, and how teams build reliable ground truth data.
Online moderation services: is accuracy really possible at scale?
Can outsourced moderation actually stay accurate at scale? What to look for in a moderation partner, and the trade-offs that matter.
Werkit wins a 2020 World Smart City Award
Werkit won the COVID-19 Innovation Award at Smart City Live 2020, recognizing our distributed data teams and the income they create for tech talent.
Five reasons to outsource your data processing tasks to Africa
Why AI teams outsource annotation and data processing to African teams: talent depth, time zones, cost and quality, from six years of running them.