knowledge graphs

A new tool called Datastory has been introduced, combining AI-generated data storytelling with an open knowledge graph. The launch is being shared with the Hacker News community, inviting feedback on the approach of pairing automated narrative generation with openly accessible structured knowledge.

A developer recounts six weeks troubleshooting AI agents that contradicted each other, repeated work, and confidently cited unverified facts. Upgrading models, rewriting prompts and adding a knowledge graph failed to fix the issues, pointing instead to how the agents share and manage context across tasks. The write-up is drawing attention from practitioners facing similar multi-agent reliability problems, as teams increasingly deploy agent systems in production and discover coordination, not raw model intelligence, is often the bottleneck.