Viewing profile — _tgxm

One pattern I have observed and guilty of myself is that simple hybrid search patterns work poorly on single-word intent queries. It is better to do pure lexical search for certain…

I've settled into a habit of asking codex to write down summary of key decisions in a ledger as I end a unit of work. It keeps iterating natural but maintains a system of record on…

If anyone is looking to retrofit to an existing pipeline, I use similar ideas to compress vectors for job search, getting roughly 8x compression with about a 3.5% drop in quality. …

Perhaps model size and reasoning length trade off to some extent, similar to CPU vs. RAM. A smaller model with a longer reasoning trace has more intermediate structure to latch ont…

Suppose I write a distributed algorithm in Rust. To verify it, I might describe the algorithm again in TLA+, model-check that specification, and prove that it satisfies the propert…

Good observation. This is an employer hiring demand index, not a measure of overall technology usage and my coverage is strongest among larger employers and organizations publishin…

https://corvi.careers/reports/technology-stack-trends/ It tracks explicit mentions of ~ 181 languages, technologies, vendors, etc as seen in job postings. The motivation was that G…

Yup, and my data only captures a part of professional job market which itself is small part of labor market. I'd use this as additional data point to other sources to correlate etc…

The annoying part is a large percentage of misbehaving bots (not obeying robots.txt for example) are via end user proxies across the world. However most of these aren't doing full-…

I have recently started an experiment tracking a sample of 5000 employers in US and I see a bounce last week after a brief lull in july. I am not sure if there is a strong downward…

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https://corvi.careers/ Adding salary visibility for U.S and improving job search