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Jamie Ede
Jamie Ede - Technical Trainer, Engineer, Developer
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-20T16:18:25.239Z. Cached copy · Source on jamieede.com
# Jamie Ede
> Jamie Ede - Technical Trainer, Engineer, Developer
I've spent my career at the intersection of complex technical systems and the humans who have to use them: training teams at Cloudflare, building data platform knowledge at Snowflake, and going deep on distributed databases at DataStax. I write here about what I'm learning, building, and figuring out, including tools I've shipped along the way, like a [document analyzer](/analyzer) built on Cloudflare Workers AI.
## Posts
- [Making an old MacBook Air last on Linux: battery and performance](https://jamieede.com/posts/macbook-air-battery-performance-linux/): The changes in this post are scripted at github.com/jamieede123/macbookair6-1-mint-tweaks : sudo ./bootstrap.sh --all applies them, idempotently and …
- [Patching the Broadcom wl driver for kernel 6.17](https://jamieede.com/posts/broadcom-sta-wl-driver-kernel-6-17/): The four fixes in this post are packaged as a patch and an install script at github.com/jamieede123/macbookair6-1-mint-tweaks . For working Wi-Fi without …
- [The BME680 air-quality monitor is now open source](https://jamieede.com/posts/airquality-monitor-open-source/): The BME680 air-quality monitor from last month’s build post is now on GitHub under MIT:
github.com/jamieede123/airquality It is a BME680 on a Raspberry Pi …
- [Building a BME680 air-quality monitor on a Raspberry Pi Zero W](https://jamieede.com/posts/bme680-air-quality-monitor-pi-zero-w/): A BME680 on a Raspberry Pi Zero W. It samples temperature, humidity, pressure, and a relative air-quality score every 10 seconds into SQLite, and serves a …
- [The engineering behind a PDF assistant you can verify](https://jamieede.com/posts/engineering-grounded-pdf-assistants/): This is the engineer’s companion to From a scanned PDF to an answer you can trust . That post argued why a document assistant is trustworthy when every …
- [From a scanned PDF to an answer you can trust](https://jamieede.com/posts/grounded-pdf-assistants-docling-astra-hybrid-langflow/): Most chat-with-your-PDF demos fall apart when the answer matters. How to go from a scanned PDF to a grounded, citable answer you can trust.
- [AI-assisted captions, alt text, and tags with Workers AI vision models](https://jamieede.com/posts/ai-assisted-captions-alt-text-and-tags/): Writing alt text for every photograph is the boring half of running a photography site. A vision model can take the first pass.
This is the final post in the …
- [Stripping EXIF before upload and backfilling the photos already in the bucket](https://jamieede.com/posts/stripping-exif-before-upload-and-backfilling-existing-photos/): A holiday photo can leak GPS, the camera’s serial number, the software it was edited with, and the exact timestamp of when you were not home. Cloudflare …
- [Letting the browser POST straight to Cloudflare Images with Direct Creator Upload](https://jamieede.com/posts/direct-creator-upload-from-the-browser/): Multi-megabyte image u
…
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