phsource
Joined 12 years ago
Joined 12 years ago
RedactPDF.ai uses Gemini 3.8, which is very good at recognizing data to be redacted and drawing the correct bounding boxes for it. It automatically adds redaction boxes for the data you might find sensitive. My goal here is eventually to make it easier to share data and document templates that can help people avoid the tedium of filling out forms and applications.
I'd love to hear your thoughts: the code is open source; I tried to make it fully local-only, but unfortunately, it's still a little difficult right now, given that other models are not quite as good as Gemini 3.8. Try it with your own documents and let me know if you run into any issues. I'd be happy to tweak the prompt or take pull requests to improve the process!
https://simonwillison.net/2026/Aug/16/qwen-38-27b/
It seems like the token usage is 2.3x GPT Luna Max and almost 2x Kimi K3!
I'm curious if they can make up for this with insanely high tokens-per-second especially when served from hosted providers, though, given how tiny it is (37B!)
Right now, we use:
- Kimi K2.5 for easy fixes, asking about the code, various agentic commands (e.g., summarizing Loom videos for Slack messages)
- Opus 4.8, Sonnet, or Kimi for planning (we find GPT-5.5 to have too terse outputs for plans)
- Kimi K2.5, Composer 2.5, GPT-5.4 mini, etc. for faster implementation (i.e. we don't have to wait around for the slower tokens-per-second generation on Sonnet, etc.)
If we had to only use Opus, Sonnet, and Haiku, I'd definitely be looking to switch harnesses
> I was curious about the possibility of doing this myself, and I asked ChatGPT. Not surprisingly, it knew a lot of the various tapes, file formats, sizes, processing, storage, and after it asked some clarifying questions, it was quite optimistic about me being able to do this myself
Between this, it seems like it helped with so many different parts of the process:
1. Asking for how to do technical things, like transfer video from these old VHS to a newer computer.
2. Writing code for the web portal to host the videos.
3. Writing VLC plugins to help with data entry.
4. Transcribe audio into text.
Similarly, a coworker recently made a website that imitates what Alpha School does to incentivize his own kids to finish their homework all in the span of a weekend, and it's cool to think of the kinds of projects that less or minimally technical people can do with the help of ChatGPT to guide them.
Of course, the debugging techniques and the debugging and problem-solving techniques that you get from being a professional programmer helps a lot with taking what LLMs give you with a grain of salt, and knowing what they're good at and what they're not. But it is a superpower for sure.
Out of curiosity, what do you think contributed to this working better than even OpenAI agent or some of the other tools out there?
I'm not that familiar with how OpenAI and other agents like Browser Use currently work, but is this, in your opinion, the most important factor?
> An infrastructure provider that exposes OS-level controls, not just a browser layer with Playwright screenshots. This is important for performance as a number of common web elements are rendered at the system level, invisible to the browser page
If you haven't tried the app in the last few months, can you try it again and let me know what parts are feeling slow for you by emailing me directly at [email protected]? I'd love to take a closer look, and especially if you've got specifics with screenshots/videos, I can try to fix some of these myself too.
At the same time, Google is in a tough spot here. The files and documents in your Google Drive (or Gmail) are incredibly sensitive. One possible solution is using the https://www.googleapis.com/auth/drive.file OAuth scope, which only lets you access files a user has explicitly shared with the app. I'm curious if iA Writer has limitations that makes this a bad user experience, but from a user security point of view, I can see why I want the apps that get to see my whole Google Drive audited too.
[1] https://developers.google.com/drive/api/guides/api-specific-...