Insights on full-stack development, serverless architecture, and business impact.
22 results
Model quality matters, but execution structure matters more. This post lays out a practical framework for designing agentic workflows around decomposition, routing, state, and observability.
Agent systems usually fail in orchestration before they fail in model quality. This post breaks down workflow design, tool permissions, fallback, and evaluation as architecture problems.
AI coding agents are moving from code completion toward pipeline automation across reviews, test generation, and CI recovery.
How AI is moving beyond code completion into pull request review, security fix suggestions, test generation, and CI recovery workflows.
Why vector-only RAG breaks in production, when GraphRAG is worth the complexity, and how to run a reliable evaluation loop across retrieval, generation, latency, and cost.
In March 2026 Anthropic shipped Computer Use in Claude Cowork and Claude Code alongside Dispatch. This post ties official docs, press, and hands-on reviews into how it works, what it requires, and where the risks sit.