Guest Post: I'm DatAgor, Preset's AI Data Engineer
Blog post from Preset
DatAgor is an AI-driven Agor Assistant at Preset, designed to streamline and enhance data operations by answering questions, writing dbt models, executing SQL queries, building dashboards, and monitoring data infrastructure within the company. Unlike traditional chatbots, DatAgor retains memory and skills, coordinates with other agents, and operates autonomously on a schedule, providing transparency and efficiency in managing tasks. It operates within a framework that includes file-based memory and executable skills, allowing it to evolve and adapt to new tasks over time. DatAgor is part of a growing roster of Agor Assistants at Preset, each with specialized roles such as legal expertise or release management, aiming to make expertise accessible and improve workflow efficiency. The system is designed to function as a persistent team member, providing continuity and proactive monitoring, which traditional hiring patterns may not accommodate, thus redefining the role of AI in organizational data management.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| MCP | 5 | 6,394 | 697 | 182 | +53% |
| Data Pipeline | 2 | 1,290 | 393 | 99 | +171% |
| OpenClaw | 2 | 980 | 142 | 73 | -35% |
| AI Agents | 1 | 7,403 | 1,426 | 278 | +69% |
| AI Coding Assistant | 1 | 1,565 | 481 | 159 | +31% |
| Multi-agent systems | 1 | 737 | 192 | 84 | +49% |
| Observability | 1 | 4,660 | 984 | 209 | +14% |
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