Are you vibing with OpendTect? 🧠 “Vibe coding” is becoming a popular way to work with software. Instead of digging through documentation or writing everything from scratch, geo...
Are you vibing with OpendTect? 🧠
“Vibe coding” is becoming a popular way to work with software. Instead of digging through documentation or writing everything from scratch, geoscientists and developers increasingly use LLMs (Large Language Models) to explore, prototype, and automate workflows using natural language prompts. Interestingly, OpendTect is perfectly positioned for this approach. OpendTect has always been open, scriptable, and extensible. Long before “vibe coding” became a buzzword, the platform was designed to let users move smoothly from interactive interpretation to programmatic workflows. Combined with LLMs, this opens up powerful possibilities.
🟢 Start simple: vibing with data in Jupyter A natural entry point is using Jupyter notebooks with the OpendTect Python API (ODBind). With an LLM generating snippets, you can quickly: 🔷 Load seismic volumes or horizons 🔷 Extract slices or attributes 🔷 Run Python analysis (NumPy, SciPy, ML libraries) 🔷 Write results back into OpendTect For example: “Generate Python code using the OpendTect API to load a horizon, smooth it, and save it as a new horizon.” Within seconds you have working code you can refine. If errors appear, you can feed them back to the LLM and iterate. The advantage of working inside the OpendTect ecosystem is that much of the infrastructure already exists: 🔷 Efficient handling of large seismic datasets 🔷 Support for SEGY, VDS, and ZGY formats 🔷 Direct access to native objects (volumes, horizons, faults, attributes) 🔷 Fast seismic data I/O and 3D visualization Instead of asking an LLM to reinvent a seismic workflow stack, you can focus on the geoscience problem itself.
🟢 Workflows, automation, and plugins Once comfortable, vibe coding becomes powerful for building repeatable workflows. LLMs can help you: 🔷 Batch process surveys 🔷 Generate attribute calculations 🔷 Convert external datasets 🔷 Automate interpretation steps 🔷 Create plugin skeletons or custom attributes Because OpendTect is open source, advanced users can even modify core code, improve algorithms, or add interpretation tools—with LLMs helping explain or navigate the codebase.
🟢 Why this matters Vibe coding doesn’t replace expertise—it amplifies it. For a platform like OpendTect—where geoscience, data science, and software development intersect—LLMs help users move fluidly between ideas, code experiments, and working tools.
So the real question is: Are you vibing with OpendTect yet?
Author: Lloyd van Hout dGB Earth Sciences #OpendTect #OpenSource #Geoscience #Python #AI #VibeCoding
