databricks-solutions/ai-dev-kit
Databricks Toolkit for Coding Agents provided by Field Engineering
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
No releases in the last 90 days; the most recent was 90 days ago, with 61 contributors on GitHub.
The biggest single-day gain in the last year, +92 stars on Feb 21, coincided with release v0.1.1.
Use Cases & Benefits
- Provides a Python toolkit to enable AI coding assistants to build and manage Databricks workflows, pipelines, and applications efficiently.
- Integrates trusted Databricks patterns and tools with AI agents for faster, smarter, and more reliable AI-driven development on Databricks.
- Use for automating Spark declarative pipelines and managing complex Databricks jobs with AI-assisted coding workflows.
- Use for building interactive AI/BI dashboards and natural language data exploration apps leveraging Databricks and AI agents.
- Use for deploying and serving machine learning models and AI agents as scalable endpoints within Databricks environments.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
Other
GitHub could not identify this license; read the LICENSE file before depending on it.
Community files
- README: present
- Contributing guide: present
Watch-outs
- License not identified by GitHub; read the LICENSE file before depending on it.
General guidance from repository metadata, not legal advice. How we score
From the README
AI-Driven Development (vibe coding) on Databricks just got a whole lot better. The AI Dev Kit gives your AI coding assistant (Claude Code, Cursor, Windsurf, etc.) the trusted sources it needs to build faster and smarter on Databricks.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
431+28
Open issues
50-36
Compared with peers in Backend
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| anthropics/skills | 187.8K | +2.9K | 15 | — |
| DuarteSantos8/openGym | 19.7K | +2.4K | 60 | 2 days ago |
| shiyu-coder/Kronos | 47.0K | +2.3K | 16 | — |
| NationalSecurityAgency/ghidra | 98.2K | +2.3K | 64 | 14 days ago |
| microsoft/VibeVoice | 56.0K | +1.1K | 29 | — |
| databricks-solutions/ai-dev-kit | 2.0K | — | 55 | 90 days ago |
| Category median | 56.0K | +2.3K | 29 | — |
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