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Comment · 2 months ago
But we can clean that extracted text from Appshots.

UPDATE: As i just checked it is also using Accessibility API. So i guess we will have access to the same set to data.

Comment · 2 months ago
I haven't read about how the Codex Appshots work yet, but this can be used to extract text properly. I guess. How does this idea look to you?
Comment · 2 months ago
Agree
Comment · 3 months ago
I’d suggest a slightly different workflow depending on experience level.

Beginners should follow the practice described in the article: have the LLM propose code, then type it manually. This forces you to examine each step, question unfamiliar decisions, and build a stronger mental model of the codebase.

Experienced developers who already understand the underlying concepts may find autocomplete more practical when writing from scratch. It preserves control over structure, comments, and coding style while preventing tools such as Opus or Fable 5 (Both of these models loves adding tons of comment in your codebase) from generating bloated code, excessive comments, or patterns that do not match the existing codebase.

Comment · 5 months ago
Just saw this pop up — full public PoC for CVE-2026-42945 ("NGINX Rift"), a heap buffer overflow in NGINX's ngx_http_rewrite_module that's been there since 0.6.27 (2008).

It triggers on a very common pattern: a `rewrite` directive (with an unnamed capture like $1/$2 and a `?` in the replacement string) followed by `set`, `if`, or another `rewrite`. The root cause is a classic two-pass script engine bug (length calculation vs. actual copy pass with ngx_escape_uri).

The PoC turns it into unauthenticated RCE using cross-request heap feng shui + pool cleanup pointer corruption. Tested with a simple Docker setup.

- Repo + Python exploit: https://github.com/DepthFirstDisclosures/Nginx-Rift - Full technical write-up: https://depthfirst.com/research/nginx-rift-achieving-nginx-r... - F5 advisory + patches (1.31.0 / 1.30.1 for OSS, plus Plus updates): https://my.f5.com/manage/s/article/K000160932 (or the latest K000161019)

Affects basically any NGINX doing URL rewriting in front of apps/PHP/etc. Workaround mentioned is switching to named captures.

The discovery angle is also interesting — it was found autonomously by depthfirst's security analysis tool after one-click onboarding of the NGINX source.

Anyone running NGINX in production using rewrite rules? How are you checking your configs? Thoughts on the exploit chain or the AI-assisted finding process?

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