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C3 Language at 0.7.5: Language tweaks and conveniences
https://www.reddit.com/r/programming/comments/1n5u6qy/c3_language_at_075_language_tweaks_and/

Just released C3 0.7.5! For those unfamiliar, C3 is a systems programming language that takes a different approach than Zig or Odin in the "better C" space. (What makes C3 different: Evolutionary, not revolutionary, tries to stay close to C while fixing its pain points. You can learn it quickly if you know C. Compile-time introspection and programming without too much complexity. Modern conveniences (slices, error handling, defer, operator overloading) that compile down to what you'd write by hand. Familiar syntax - No need to relearn everything) This release adds: Module aliasing: alias io = module std::io Compile-time ternary: $debug ??? "verbose" : "quiet" Better macro system with optional parameters Tons of QoL improvements Demo stream (https://www.youtube.com/watch?v=OuZBxdM_YEI) | GitHub (https://github.com/c3lang/c3c)  submitted by /u/Nuoji (https://www.reddit.com/user/Nuoji)
[link] (https://c3-lang.org/blog/c3-language-at-0-7-5-language-tweaks-and-conveniences/) [comments] (https://www.reddit.com/r/programming/comments/1n5u6qy/c3_language_at_075_language_tweaks_and/)

3 views03:02

Reddit Programming

Thoughts on object creation
https://www.reddit.com/r/programming/comments/1n5vbg8/thoughts_on_object_creation/

submitted by /u/nfrankel (https://www.reddit.com/user/nfrankel)
[link] (https://blog.frankel.ch/thoughts-object-creation/) [comments] (https://www.reddit.com/r/programming/comments/1n5vbg8/thoughts_on_object_creation/)

3 views03:03

Reddit Programming

Tried parsing invoices with GPT-4o, Claude Sonnet 3.5 & Invofox API (Python). Here's what I found.
https://www.reddit.com/r/programming/comments/1n5yf2b/tried_parsing_invoices_with_gpt4o_claude_sonnet/

I wanted to see how easy (or messy) it really is to extract structured data from PDFs with code. So over the last month, I tried a few approaches (using Postman & Python) and thought I would share on what worked, what didn’t and what ended up being worth the effort. a) DIY Workflow with GPT-4o and Claude 3.5 Both OpenAI’s GPT-4o and Anthropic’s Claude models are surprisingly good at understanding invoice layouts (if you give them the right prompt). But there were a few annoying steps: You have to run OCR on every PDF first (I used pdfplumber) Then, it’s all about prompt engineering. I spent a lot of time tweaking prompts just to keep the JSON consistent. Sometimes fields went missing or labels got weird. Both models respond fast for short docs, costs are similar (~$0.01 per normal invoice using 1-2k tokens) and outputs look clean most of the time. b) Invofox API (specialized models) tuned for invoices. You can upload the PDF straight away. OCR, page splitting, document classification are all handled behind the scenes. The schema is extracted automatically from what you expect from an invoice. Validation, error handling, even “confidence scores” for output fields are built in. This is great at automating invoice parsing at scale (bulk files, mixed documents). I also used Postman for this case, along with python code. complete code: repo (https://github.com/Anmol-Baranwal/doc-parsing)
full detailed writeup: here (https://www.invofox.com/en/post/document-parsing-using-gpt-4o-api-vs-claude-sonnet-3-5-api-vs-invofox-api-with-code-samples) This was mostly a side experiment out of curiosity. If you had to parse documents in a side project, would you rely on GPT/Claude + prompts or go straight for a specialized API?  submitted by /u/anmolbaranwal (https://www.reddit.com/user/anmolbaranwal)
[link] (https://www.invofox.com/en/post/document-parsing-using-gpt-4o-api-vs-claude-sonnet-3-5-api-vs-invofox-api-with-code-samples) [comments] (https://www.reddit.com/r/programming/comments/1n5yf2b/tried_parsing_invoices_with_gpt4o_claude_sonnet/)

5 views03:04

Reddit Programming

I built a Debounce vs Throttle Interactive Visual Simulator on my blog
https://www.reddit.com/r/programming/comments/1n69gja/i_built_a_debounce_vs_throttle_interactive_visual/

I created a Debounce vs Throttle interactive visual simulator. It's a farm that spams animals when you press a letter on your keyboard. You can see how these design patterns behave in real time next to each other. Furthermore there is a brief table that summarizes the differences and also some images that explain each pattern separaretly I hope you find it useful.  submitted by /u/prox_sea (https://www.reddit.com/user/prox_sea)
[link] (https://coffeebytes.dev/en/javanoscript/debounce-and-throttle-interactive-explanation/) [comments] (https://www.reddit.com/r/programming/comments/1n69gja/i_built_a_debounce_vs_throttle_interactive_visual/)

5 views07:33

Reddit Programming

Anatomy of Facebook's 2010 outage: Cache invalidation gone wrong
https://www.reddit.com/r/programming/comments/1n6bct9/anatomy_of_facebooks_2010_outage_cache/

submitted by /u/Local_Ad_6109 (https://www.reddit.com/user/Local_Ad_6109)
[link] (https://engineeringatscale.substack.com/p/facebook-2010-outage-cache-invalidation-analysis) [comments] (https://www.reddit.com/r/programming/comments/1n6bct9/anatomy_of_facebooks_2010_outage_cache/)

4 views07:34

Reddit Programming

How to Discover the Binary System as a Child • Simon Peyton Jones & Chelsea Troy
https://www.reddit.com/r/programming/comments/1n6d1jr/how_to_discover_the_binary_system_as_a_child/

submitted by /u/goto-con (https://www.reddit.com/user/goto-con)
[link] (https://youtu.be/lg0RYLlmjJM) [comments] (https://www.reddit.com/r/programming/comments/1n6d1jr/how_to_discover_the_binary_system_as_a_child/)

4 views07:35

Reddit Programming

A motto for programming: "Tuere usorem, data, veritatem"
https://www.reddit.com/r/programming/comments/1n6d3f5/a_motto_for_programming_tuere_usorem_data/

submitted by /u/bcons-php-Console (https://www.reddit.com/user/bcons-php-Console)
[link] (https://koas.dev/a-motto-for-programming/) [comments] (https://www.reddit.com/r/programming/comments/1n6d3f5/a_motto_for_programming_tuere_usorem_data/)

4 views07:36

Reddit Programming

The Hidden Vulnerabilities of Open Source
https://www.reddit.com/r/programming/comments/1n6e94p/the_hidden_vulnerabilities_of_open_source/

Exhausted volunteers maintaining critical infrastructure alone. From personal experience with contributor burnout to AI assited future threats, here's why our digital foundation is crumbling.  submitted by /u/gamunu (https://www.reddit.com/user/gamunu)
[link] (https://fastcode.io/2025/09/02/the-hidden-vulnerabilities-of-open-source/) [comments] (https://www.reddit.com/r/programming/comments/1n6e94p/the_hidden_vulnerabilities_of_open_source/)