AI Analytics
AI Agent Backend Testing: The Pyramid We Use at Toucan
We broke our first AI agent backend in production on a Tuesday.
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David Nowinsky
David is the Chief Technology Officer (CTO) at Toucan, the embedded analytics platform built for SaaS companies that want to deliver seamless, impactful data experiences to their users. With deep expertise in software engineering, data architecture, and product innovation, David leads the technical vision behind Toucan’s mission to make analytics simple, accessible, and scalable. On Toucan’s blog, David shares insights on embedded analytics best practices, technical deep-dives, and the latest trends shaping the future of SaaS product development. His articles help technical teams build better products, faster—without compromising on user experience.
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AI Analytics
4 Type-Safety Patterns for Production AI — Lessons from Toucan's Backend
LLM integrations don’t have to be piles of JSON strings and “we’ll see what comes back”. In our backend at Toucan, we treat LLMs as typed, observable...
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AI Analytics
Multi-Agent System: 5 Lessons from Running One in Production
LLM systems rarely fail “cleanly.” When you add multiple agents, tools, and tenants, errors become a systems problem, not a single try/catch. This is...
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Embedded Analytics
Introducing our new Multi-Tenant service to boost Data Execution speed and efficiency
At the heart of our mission is a simple but clear goal: to make customer-facing analytics easy to deploy, highly scalable, and a delight to use. We...
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Business Intelligence
New hybrid data pipelines: unleash the power of YouPrep on any data source
With the new release of Toucan this month, we’re introducing a new concept that will break barriers for app builders.
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