MAR 29, 202612 MIN
Beyond the Prompt: Architecting Context Pipelines for Production AI
Prompt engineering still matters, but production AI systems now win or fail based on context design, retrieval, memory, and tool orchestration.
Prompt engineering still matters, but production AI systems now win or fail based on context design, retrieval, memory, and tool orchestration.
In 2026, AI shifts from single chatbots to multi-agent systems—specialized workers that collaborate, verify, recover from failure, and deliver ROI.
Build an autonomous dev bot that plans, edits code, runs tests, and opens PRs using MCP—plus the guardrails you need to keep it safe.