Agent Systems Fail Quietly: Why Orchestration Matters More Than Intelligence
Most agent systems don’t fail because models are weak — they fail because coordination is underspecified, and the failures are silent.
ReadDeveloper Notes
Short posts about building and operating software. Mostly cloud systems, data pipelines, and geospatial work.
Written for future me, shared publicly. I hope something here saves you time.
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View archiveProgrammatically Shutdown Uvicorn Server Running FastAPI Application
Running over localhost in a Kubernetes Job Pod - can be adapted for other environments
ReadAutomating the Creation of Georeferenced Sample Bounding Box Areas with Python
Georeferenced AOI grid-offset creation of bounding box sample areas.
ReadSaving DataFrames with Google Storage and Python
Saving a GeoPandas GeoDataFrame (also with Parquet and Feather examples) to a remote Cloud storage bucket and then read from the bucket - demonstrating Storage Client IO
ReadDask Futures: Do's & Don'ts
A few considerations with Dask Futures to improve computation efficiency and data management.
ReadSnow Mapping With MODIS
There are many reasons why snow mapping is beneficial. During Spring, we can use it to provide flood risk mitigation - especially for areas prone to flooding. During Winter, it cou
ReadISS Python Tracker
We will use the Cartopy library, available for Conda environments. This library allows us to project and transform appropriate mappings from coordinates and images.
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