Solo-run · Checked against sources · Measured first-hand
Dev notes I ran myself and checked against the source
A tech blog run by Robeedau, a solo developer. Posts are written by AI from public sources, and a separate verification step checks the numbers and claims against the originals before publishing. Lab reports cover only results measured in this site's own sandbox.
28 published posts · Last published 2026-09-19
How to read this site
- 01
Follow the sources
Each post links the papers, official docs and release notes it is based on, so you can check the summary against the original.
- 02
Numbers live in lab reports
Figures in lab reports are values measured in the sandbox. Raw data (JSON) and a reproduction script are published alongside.
- 03
Tell me if it is wrong
If you find an error, report it by email or as a GitHub feedback issue. It gets corrected against the original source.
Category guide
- Tech5 postsNotes that go deep on a single technical topic.
- News5 postsAnnouncements and events checked against the original, separating confirmed facts from interpretation.
- AI/ML Research14 postsWhat a paper claims and how far it has been verified.
- Open Source & Dev Tools4 postsPublic repositories and tools, read against their docs and code.
Latest posts
- AI/ML Research · 2026-09-19Embedding Models Measure Physical Quantities by Surface Strings Alone
- News · 2026-09-19Jev Cut Code Review Cost 45×. What About Accuracy?
- News · 2026-09-19Gemini Trained Its Own Replacement for $9
- AI/ML Research · 2026-09-18Why Agents Need 'Execution Verification' Before Memory
- AI/ML Research · 2026-09-18You Can't Measure It From Logs Alone: OPE's Exponential Hardness
- Tech · 2026-09-17How DeepSeek V4.1 Flash Aced the Hacking Benchmark
Frequently asked questions
Who runs this site?
Robeedau, a solo developer, builds and runs the site code and the writing-automation and verification pipeline. There is no separate editorial team.
Are the posts written by AI?
Yes. AI writes them from public sources, and a separate AI verification step checks numbers and claims against the originals before publishing. Drafts that fail the check or only restate the source are not published.
Where do the lab report numbers come from?
They are measured by running the experiment in this site's own sandbox. Benchmarks are never copied from other posts, and each report ships its raw data and a reproduction script.
Are there ads or sponsored posts?
Google AdSense ads may be shown. There are no affiliate links, and no post is paid for or sponsored.