Prep 624

draft/2025-11-05-this-week-in-rust.md → content/2025-11-05-this-week-in-rust.md

@@ -59,26 +59,24 @@ and just ask the editors to select the category.
 * [Patterns for Defensive Programming in Rust | corrode Rust Consulting](https://corrode.dev/blog/defensive-programming/)
 * [Cloudflare with Edward Wang & Kevin Guthrie - Rust in Production](https://corrode.dev/podcast/s05e03-cloudflare/)
 * [Neural Networks with Candle](https://pranitha.dev/posts/neural-networks-with-candle/)
-* [Async Rust - Part 18 of Idiomatic Rust in Simple Steps](https://www.youtube.com/watch?v=_x61dSP4ZKM&t=379s)
+* [Async Rust - Part 18 of Idiomatic Rust in Simple Steps](https://www.youtube.com/watch?v=_x61dSP4ZKM)
 * [The state of SIMD in Rust in 2025](https://shnatsel.medium.com/the-state-of-simd-in-rust-in-2025-32c263e5f53d)
 * [Rust is eating the world: From embedded firmware to cross-platform applications, databases and big servers](https://kerkour.com/rust-is-eating-the-world)
 * [video] [Building Next Generation Rail Systems With Rust: Tom Praderio of Parallel](https://www.youtube.com/watch?v=Ga2YDNDHQsM)
-* [video] [Are we desktop yet? - Victoria Brekenfeld | EuroRust 2025](https://www.youtube.com/watch?v=0ZrD2oYabn4&feature=youtu.be)
+* [video] [Are we desktop yet? - Victoria Brekenfeld | EuroRust 2025](https://www.youtube.com/watch?v=0ZrD2oYabn4)
 * [audio] [Netstack.FM Episode 12 – Oxide Networking with Ryan Goodfellow](https://netstack.fm/#episode-12)
 
 ### Rust Walkthroughs
 * [Rust Unit Testing Test Doubles: Fakes](https://jorgeortiz.dev/posts/rust_unit_testing_test_doubles_fake/)
 * [Building a Coding Agent in Rust: Implementing Chat Feature](https://blog.0xshadow.dev/posts/coding-agent-in-rust/coding-agent-in-rust-chat/)
 * [Image Classification in Rust with Tch-rs (Torch bindings)](https://www.djamware.com/post/690864cde87a290bcfebeebe/image-classification-in-rust-with-tchrs-torch-bindings)
-* [video] [Building Coding Agent in Rust | Implement Chat CLI | Part-2](https://www.youtube.com/watch?v=N21aCBICHLU)
 * [Inside Rust's std and parking_lot mutexes - who wins?](https://blog.cuongle.dev/p/inside-rusts-std-and-parking-lot-mutexes-who-win)
 * [Positron - Only the Future Is Certain](https://positron.solutions/articles/building-nicely-with-rust-and-nix)
 * [Getting Started with Rust and ClickHouse](https://www.svix.com/blog/getting-started-with-rust-and-clickhouse/)
 * [`SocketAddrV6` is not roundtrip serializable · sunshowers](https://sunshowers.io/posts/socketaddrv6-not-roundtrip/)
 * [Building Next Generation Rail Systems With Rust: Tom Praderio of Parallel](https://filtra.io/rust/interviews/parallel-nov-25)
 * [Diesel Workshop Slides from RustWeek2025](https://blog.weiznich.de/rustweek_2025.html#/title-slide)
-
-### Research
+* [video] [Building Coding Agent in Rust | Implement Chat CLI | Part-2](https://www.youtube.com/watch?v=N21aCBICHLU)
 
 ### Miscellaneous
 * [Can-t stop till you get enough](https://cant.bearblog.dev/can-t-stop-till-you-get-enough/)
@@ -441,7 +439,6 @@ Rusty Events between 2025-11-05 - 2025-12-03 🦀
 * 2025-11-11 | Christchurch, NZ | [Christchurch Rust Meetup Group](https://www.meetup.com/christchurch-rustlang-meetup-group/events/)
     * [**Christchurch Rust Meetup**](https://www.meetup.com/christchurch-rustlang-meetup-group/events/311685331/)
 
-
 If you are running a Rust event please add it to the [calendar] to get
 it mentioned here. Please remember to add a link to the event too.
 Email the [Rust Community Team][community] for access.
@@ -451,7 +448,7 @@ Email the [Rust Community Team][community] for access.
 
 ## Jobs
 
-Please see the latest [Who's Hiring thread on r/rust](INSERT_LINK_HERE)
+Please see the latest [Who's Hiring thread on r/rust](https://www.reddit.com/r/rust/comments/1nknaii/official_rrust_whos_hiring_thread_for_jobseekers/)
 
 # Quote of the Week