Engineering Blog

Deep dives into AI architecture, learnings from the field, and product updates.

Architecture

Why We Bet Big on MCP (Model Context Protocol)

Standardization is the key to unlocking the next wave of AI capabilities. Here is why we are migrating our entire stack to MCP servers.

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Agents

Designing Fault-Tolerant Agent Workflows

Agents fail. It's a fact of life. Learn how to implement retry logic, human-in-the-loop validation, and state persistence with LangGraph.

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Trends

The 2026 AI Developer Stack Report

We surveyed 5,000 engineers to find out which tools they are using. The results show a massive shift towards specialized AI IDEs.

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