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News and Resources
- AI, Claude, Coding Agents
Adoption of AI coding agents nearly doubled in the first half of 2026, and developers say Claude Code is the tool they love most. Six signals from primary research on what coding agents are actually doing to engineering teams.
- Developer, Metrics, Productivity
Deployment frequency looks great on a dashboard and tells leadership almost nothing on its own. This piece breaks down six developer productivity signals from 2025 and 2026 research - DORA, DX, and GitHub's own platform data - that actually hold up once you dig past the headline number.
- Pipeline, RAG, Vector Database
Most RAG failures trace back to the vector database layer, not the model. This guide breaks down six production decisions — from index choice to chunking strategy to observability — that determine whether a RAG pipeline actually retrieves the right context.