Blog
Builder Center2026Language models solved only 34% of SWE-InfraBench's infrastructure-as-code tasks in one attempt. We ran Kiro over all 100 and found that a full agent loop with Sonnet 5 reaches 82%, with partially correct answers converging once the agent can re-run the tests itself.
AWS Blog2026Defects that clear compilers, static analyzers and code review still surface during vehicle integration testing, the most expensive place to find them. We built a multi-agent system that detected 30+ high-priority findings on production code.
AWS Blog2026We orchestrate a team of specialized agents that runs medical, legal, and regulatory review of pharmaceutical content. Promotional material is checked against scientific references, regulatory codes, and approved claims, cutting review cycles by up to 90%.
Builder Center2026An agentic pipeline on Amazon Bedrock AgentCore that checks medical marketing content against compliance guidelines. We look at agent design, tool integration, and what it takes to run the workflow at scale.
Builder Center2026AgentCore Deep Research is an open-source application for multi-source research workflows. We cover deploying it, customizing the research agents, and adapting the pipeline to new data sources.
AWS Blog2026Maritime analysts drown in isolated alerts that carry no context on their own. Together with Windward, we built an agentic system that correlates them into enriched anomaly reports, shifting effort from data collection to decisions.
AWS Blog2026Undocumented mainframe code is the knowledge-loss problem that stalls enterprise migration. We built agentic pipelines on Amazon Bedrock that generate documentation from legacy sources at Toyota Motor Europe.