How to Build a Smart Website Analyzer with GPT-5, FastAPI, and Celery
https://www.reddit.com/r/programming/comments/1oaw8g2/how_to_build_a_smart_website_analyzer_with_gpt5/
submitted by /u/fastlaunchapidev (https://www.reddit.com/user/fastlaunchapidev)
[link] (https://fastlaunchapi.dev/blog/web-analyzer-gpt5-fastapi) [comments] (https://www.reddit.com/r/programming/comments/1oaw8g2/how_to_build_a_smart_website_analyzer_with_gpt5/)
https://www.reddit.com/r/programming/comments/1oaw8g2/how_to_build_a_smart_website_analyzer_with_gpt5/
submitted by /u/fastlaunchapidev (https://www.reddit.com/user/fastlaunchapidev)
[link] (https://fastlaunchapi.dev/blog/web-analyzer-gpt5-fastapi) [comments] (https://www.reddit.com/r/programming/comments/1oaw8g2/how_to_build_a_smart_website_analyzer_with_gpt5/)
LoC Is a Dumb Metric for Functions
https://www.reddit.com/r/programming/comments/1oaxrdz/loc_is_a_dumb_metric_for_functions/
<!-- SC_OFF -->Hey everyone! It irks me when discussions of function cleanliness are driven by "Lines of Code" as a standard, so I wrote the only guide you'll ever need on when to decompose functions into smaller functions. <!-- SC_ON --> submitted by /u/The_Axolot (https://www.reddit.com/user/The_Axolot)
[link] (https://theaxolot.wordpress.com/2025/10/18/loc-is-a-dumb-metric-for-functions/) [comments] (https://www.reddit.com/r/programming/comments/1oaxrdz/loc_is_a_dumb_metric_for_functions/)
https://www.reddit.com/r/programming/comments/1oaxrdz/loc_is_a_dumb_metric_for_functions/
<!-- SC_OFF -->Hey everyone! It irks me when discussions of function cleanliness are driven by "Lines of Code" as a standard, so I wrote the only guide you'll ever need on when to decompose functions into smaller functions. <!-- SC_ON --> submitted by /u/The_Axolot (https://www.reddit.com/user/The_Axolot)
[link] (https://theaxolot.wordpress.com/2025/10/18/loc-is-a-dumb-metric-for-functions/) [comments] (https://www.reddit.com/r/programming/comments/1oaxrdz/loc_is_a_dumb_metric_for_functions/)
Building a Distributed Log Query Engine with Real-Time Processing
https://www.reddit.com/r/programming/comments/1ob9jlr/building_a_distributed_log_query_engine_with/
<!-- SC_OFF --> Distributed Log Query API: RESTful service with advanced filtering, aggregation, and real-time search capabilities Event-Driven Processing Pipeline: Kafka-based system processing 10K+ logs/second with guaranteed delivery Intelligent Caching Layer: Redis-powered query optimization reducing response times from 2s to 50ms Production Monitoring Stack: Complete observability with Prometheus metrics, Grafana dashboards, and distributed tracing <!-- SC_ON --> submitted by /u/Extra_Ear_10 (https://www.reddit.com/user/Extra_Ear_10)
[link] (https://sdcourse.substack.com/p/day-6-building-a-distributed-log) [comments] (https://www.reddit.com/r/programming/comments/1ob9jlr/building_a_distributed_log_query_engine_with/)
https://www.reddit.com/r/programming/comments/1ob9jlr/building_a_distributed_log_query_engine_with/
<!-- SC_OFF --> Distributed Log Query API: RESTful service with advanced filtering, aggregation, and real-time search capabilities Event-Driven Processing Pipeline: Kafka-based system processing 10K+ logs/second with guaranteed delivery Intelligent Caching Layer: Redis-powered query optimization reducing response times from 2s to 50ms Production Monitoring Stack: Complete observability with Prometheus metrics, Grafana dashboards, and distributed tracing <!-- SC_ON --> submitted by /u/Extra_Ear_10 (https://www.reddit.com/user/Extra_Ear_10)
[link] (https://sdcourse.substack.com/p/day-6-building-a-distributed-log) [comments] (https://www.reddit.com/r/programming/comments/1ob9jlr/building_a_distributed_log_query_engine_with/)
[Article] Gemini-Powered Stock Analysis: Parsing Financial News for Automated Trading Decisions
https://www.reddit.com/r/programming/comments/1obcp2f/article_geminipowered_stock_analysis_parsing/
<!-- SC_OFF -->I carved out a small part of a larger trading project I'm building and wrote a short article on it. Essentially, I'm using Go to scrape articles from Italian finance RSS feeds. The core part is feeding the text to Gemini (LLM) with a specific prompt to get back a structured JSON analysis: stock ticker + action (buy/sell/hold) + a brief reason. The article gets into the weeds of: The exact multilingual prompt needed to get a consistent JSON output from Gemini (low temperature, strict format). Correctly identifying specific Italian market tickers (like STLAM). The Go architecture using concurrency to manage the streams and analysis requests. It's a working component for an automated setup. Any thoughts or feedback on the approach are welcome! Link to the article:https://pgaleone.eu/golang/vertexai/trading/2025/10/20/gemini-powered-stock-analysis-news-feeds/ <!-- SC_ON --> submitted by /u/pgaleone (https://www.reddit.com/user/pgaleone)
[link] (https://pgaleone.eu/golang/vertexai/trading/2025/10/20/gemini-powered-stock-analysis-news-feeds/) [comments] (https://www.reddit.com/r/programming/comments/1obcp2f/article_geminipowered_stock_analysis_parsing/)
https://www.reddit.com/r/programming/comments/1obcp2f/article_geminipowered_stock_analysis_parsing/
<!-- SC_OFF -->I carved out a small part of a larger trading project I'm building and wrote a short article on it. Essentially, I'm using Go to scrape articles from Italian finance RSS feeds. The core part is feeding the text to Gemini (LLM) with a specific prompt to get back a structured JSON analysis: stock ticker + action (buy/sell/hold) + a brief reason. The article gets into the weeds of: The exact multilingual prompt needed to get a consistent JSON output from Gemini (low temperature, strict format). Correctly identifying specific Italian market tickers (like STLAM). The Go architecture using concurrency to manage the streams and analysis requests. It's a working component for an automated setup. Any thoughts or feedback on the approach are welcome! Link to the article:https://pgaleone.eu/golang/vertexai/trading/2025/10/20/gemini-powered-stock-analysis-news-feeds/ <!-- SC_ON --> submitted by /u/pgaleone (https://www.reddit.com/user/pgaleone)
[link] (https://pgaleone.eu/golang/vertexai/trading/2025/10/20/gemini-powered-stock-analysis-news-feeds/) [comments] (https://www.reddit.com/r/programming/comments/1obcp2f/article_geminipowered_stock_analysis_parsing/)
How to train your team to say "I was wrong" without drama
https://www.reddit.com/r/programming/comments/1obd2j7/how_to_train_your_team_to_say_i_was_wrong_without/
submitted by /u/dymissy (https://www.reddit.com/user/dymissy)
[link] (https://leadthroughmistakes.substack.com/p/how-to-train-your-team-to-say-i-was) [comments] (https://www.reddit.com/r/programming/comments/1obd2j7/how_to_train_your_team_to_say_i_was_wrong_without/)
https://www.reddit.com/r/programming/comments/1obd2j7/how_to_train_your_team_to_say_i_was_wrong_without/
submitted by /u/dymissy (https://www.reddit.com/user/dymissy)
[link] (https://leadthroughmistakes.substack.com/p/how-to-train-your-team-to-say-i-was) [comments] (https://www.reddit.com/r/programming/comments/1obd2j7/how_to_train_your_team_to_say_i_was_wrong_without/)
GitHub's Climate Action Plan for Developers
https://www.reddit.com/r/programming/comments/1obdyye/githubs_climate_action_plan_for_developers/
<!-- SC_OFF -->Take tangible steps as a developer to green your code and green the planet. Explore over 60,000 green software and climate-focused repositories on GitHub. We've curated tools and projects to help you kick-start your climate action journey and contribute to achieving net zero carbon emissions. <!-- SC_ON --> submitted by /u/augspurger (https://www.reddit.com/user/augspurger)
[link] (https://github.com/social-impact/focus-areas/environmental-sustainability/climate-action-plan-for-developers) [comments] (https://www.reddit.com/r/programming/comments/1obdyye/githubs_climate_action_plan_for_developers/)
https://www.reddit.com/r/programming/comments/1obdyye/githubs_climate_action_plan_for_developers/
<!-- SC_OFF -->Take tangible steps as a developer to green your code and green the planet. Explore over 60,000 green software and climate-focused repositories on GitHub. We've curated tools and projects to help you kick-start your climate action journey and contribute to achieving net zero carbon emissions. <!-- SC_ON --> submitted by /u/augspurger (https://www.reddit.com/user/augspurger)
[link] (https://github.com/social-impact/focus-areas/environmental-sustainability/climate-action-plan-for-developers) [comments] (https://www.reddit.com/r/programming/comments/1obdyye/githubs_climate_action_plan_for_developers/)
12: A chord progression and descending line
https://www.reddit.com/r/programming/comments/1obf802/12_a_chord_progression_and_descending_line/
submitted by /u/apeloverage (https://www.reddit.com/user/apeloverage)
[link] (https://www.youtube.com/watch?v=J8tp-ccDy9E) [comments] (https://www.reddit.com/r/programming/comments/1obf802/12_a_chord_progression_and_descending_line/)
https://www.reddit.com/r/programming/comments/1obf802/12_a_chord_progression_and_descending_line/
submitted by /u/apeloverage (https://www.reddit.com/user/apeloverage)
[link] (https://www.youtube.com/watch?v=J8tp-ccDy9E) [comments] (https://www.reddit.com/r/programming/comments/1obf802/12_a_chord_progression_and_descending_line/)
When if is just a function
https://www.reddit.com/r/programming/comments/1obh3ex/when_if_is_just_a_function/
submitted by /u/middayc (https://www.reddit.com/user/middayc)
[link] (https://ryelang.org/blog/posts/if-as-function-blogpost-working-on-it_ver1/) [comments] (https://www.reddit.com/r/programming/comments/1obh3ex/when_if_is_just_a_function/)
https://www.reddit.com/r/programming/comments/1obh3ex/when_if_is_just_a_function/
submitted by /u/middayc (https://www.reddit.com/user/middayc)
[link] (https://ryelang.org/blog/posts/if-as-function-blogpost-working-on-it_ver1/) [comments] (https://www.reddit.com/r/programming/comments/1obh3ex/when_if_is_just_a_function/)
8 Lessons I Learned the Hard Way from 8 Years as a Software Engineer
https://www.reddit.com/r/programming/comments/1obh3t2/8_lessons_i_learned_the_hard_way_from_8_years_as/
submitted by /u/thehustlingengineer (https://www.reddit.com/user/thehustlingengineer)
[link] (https://open.substack.com/pub/thehustlingengineer/p/8-lessons-i-learned-the-hard-way?r=yznlc&utm_medium=ios) [comments] (https://www.reddit.com/r/programming/comments/1obh3t2/8_lessons_i_learned_the_hard_way_from_8_years_as/)
https://www.reddit.com/r/programming/comments/1obh3t2/8_lessons_i_learned_the_hard_way_from_8_years_as/
submitted by /u/thehustlingengineer (https://www.reddit.com/user/thehustlingengineer)
[link] (https://open.substack.com/pub/thehustlingengineer/p/8-lessons-i-learned-the-hard-way?r=yznlc&utm_medium=ios) [comments] (https://www.reddit.com/r/programming/comments/1obh3t2/8_lessons_i_learned_the_hard_way_from_8_years_as/)
Why Large Language Models Won’t Replace Engineers Anytime Soon
https://www.reddit.com/r/programming/comments/1objb52/why_large_language_models_wont_replace_engineers/
<!-- SC_OFF -->Insight into the mathematical and cognitive limitations that prevent large language models from achieving true human-like engineering intelligence <!-- SC_ON --> submitted by /u/gamunu (https://www.reddit.com/user/gamunu)
[link] (https://fastcode.io/2025/10/20/why-large-language-models-wont-replace-engineers-anytime-soon/) [comments] (https://www.reddit.com/r/programming/comments/1objb52/why_large_language_models_wont_replace_engineers/)
https://www.reddit.com/r/programming/comments/1objb52/why_large_language_models_wont_replace_engineers/
<!-- SC_OFF -->Insight into the mathematical and cognitive limitations that prevent large language models from achieving true human-like engineering intelligence <!-- SC_ON --> submitted by /u/gamunu (https://www.reddit.com/user/gamunu)
[link] (https://fastcode.io/2025/10/20/why-large-language-models-wont-replace-engineers-anytime-soon/) [comments] (https://www.reddit.com/r/programming/comments/1objb52/why_large_language_models_wont_replace_engineers/)
Durable Background Execution with Go and SQLite
https://www.reddit.com/r/programming/comments/1objpr4/durable_background_execution_with_go_and_sqlite/
submitted by /u/roblaszczak (https://www.reddit.com/user/roblaszczak)
[link] (https://threedots.tech/post/sqlite-durable-execution/) [comments] (https://www.reddit.com/r/programming/comments/1objpr4/durable_background_execution_with_go_and_sqlite/)
https://www.reddit.com/r/programming/comments/1objpr4/durable_background_execution_with_go_and_sqlite/
submitted by /u/roblaszczak (https://www.reddit.com/user/roblaszczak)
[link] (https://threedots.tech/post/sqlite-durable-execution/) [comments] (https://www.reddit.com/r/programming/comments/1objpr4/durable_background_execution_with_go_and_sqlite/)
It's always DNS
https://www.reddit.com/r/programming/comments/1obk87w/its_always_dns/
submitted by /u/Ulyssesp (https://www.reddit.com/user/Ulyssesp)
[link] (https://www.forbes.com/sites/kateoflahertyuk/2025/10/20/aws-outage-what-happened-and-what-to-do-next/) [comments] (https://www.reddit.com/r/programming/comments/1obk87w/its_always_dns/)
https://www.reddit.com/r/programming/comments/1obk87w/its_always_dns/
submitted by /u/Ulyssesp (https://www.reddit.com/user/Ulyssesp)
[link] (https://www.forbes.com/sites/kateoflahertyuk/2025/10/20/aws-outage-what-happened-and-what-to-do-next/) [comments] (https://www.reddit.com/r/programming/comments/1obk87w/its_always_dns/)
C++ Weekly - Ep 503 - C++26's Expansion Statements (template for)
https://www.reddit.com/r/programming/comments/1obsz7o/c_weekly_ep_503_c26s_expansion_statements/
submitted by /u/BlueGoliath (https://www.reddit.com/user/BlueGoliath)
[link] (https://www.youtube.com/watch?v=yaWiGLSDc64) [comments] (https://www.reddit.com/r/programming/comments/1obsz7o/c_weekly_ep_503_c26s_expansion_statements/)
https://www.reddit.com/r/programming/comments/1obsz7o/c_weekly_ep_503_c26s_expansion_statements/
submitted by /u/BlueGoliath (https://www.reddit.com/user/BlueGoliath)
[link] (https://www.youtube.com/watch?v=yaWiGLSDc64) [comments] (https://www.reddit.com/r/programming/comments/1obsz7o/c_weekly_ep_503_c26s_expansion_statements/)
We Re-Built Our Integration Service Using Postgres and Go
https://www.reddit.com/r/programming/comments/1obvokr/we_rebuilt_our_integration_service_using_postgres/
<!-- SC_OFF -->We built our own queue system using golang and postgres <!-- SC_ON --> submitted by /u/Privann (https://www.reddit.com/user/Privann)
[link] (https://priver.dev/blog/we-rebuilt-our-integration-service-using-postgres-and-go/) [comments] (https://www.reddit.com/r/programming/comments/1obvokr/we_rebuilt_our_integration_service_using_postgres/)
https://www.reddit.com/r/programming/comments/1obvokr/we_rebuilt_our_integration_service_using_postgres/
<!-- SC_OFF -->We built our own queue system using golang and postgres <!-- SC_ON --> submitted by /u/Privann (https://www.reddit.com/user/Privann)
[link] (https://priver.dev/blog/we-rebuilt-our-integration-service-using-postgres-and-go/) [comments] (https://www.reddit.com/r/programming/comments/1obvokr/we_rebuilt_our_integration_service_using_postgres/)
Some Advice for First Time Job Seekers
https://www.reddit.com/r/programming/comments/1obwba5/some_advice_for_first_time_job_seekers/
<!-- SC_OFF -->This is based on my experiences finding work throughout my career. I had to find new positions much more often that I would have liked to and this informs the video. There is no silver bullet here, just some straightforward advice and analysis of the current job environment. <!-- SC_ON --> submitted by /u/stumblingtowards (https://www.reddit.com/user/stumblingtowards)
[link] (https://youtu.be/BAfs7UOmyl0) [comments] (https://www.reddit.com/r/programming/comments/1obwba5/some_advice_for_first_time_job_seekers/)
https://www.reddit.com/r/programming/comments/1obwba5/some_advice_for_first_time_job_seekers/
<!-- SC_OFF -->This is based on my experiences finding work throughout my career. I had to find new positions much more often that I would have liked to and this informs the video. There is no silver bullet here, just some straightforward advice and analysis of the current job environment. <!-- SC_ON --> submitted by /u/stumblingtowards (https://www.reddit.com/user/stumblingtowards)
[link] (https://youtu.be/BAfs7UOmyl0) [comments] (https://www.reddit.com/r/programming/comments/1obwba5/some_advice_for_first_time_job_seekers/)
Intel and AMD standardise ChkTag to bring Memory Safety to x86
https://www.reddit.com/r/programming/comments/1obwl2a/intel_and_amd_standardise_chktag_to_bring_memory/
submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://community.intel.com/t5/Blogs/Tech-Innovation/open-intel/ChkTag-x86-Memory-Safety/post/1721490) [comments] (https://www.reddit.com/r/programming/comments/1obwl2a/intel_and_amd_standardise_chktag_to_bring_memory/)
https://www.reddit.com/r/programming/comments/1obwl2a/intel_and_amd_standardise_chktag_to_bring_memory/
submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://community.intel.com/t5/Blogs/Tech-Innovation/open-intel/ChkTag-x86-Memory-Safety/post/1721490) [comments] (https://www.reddit.com/r/programming/comments/1obwl2a/intel_and_amd_standardise_chktag_to_bring_memory/)
Code in the 1986's Structure and Interpretation of Computer Programs (SICP) by Gerry Sussman and Hal Abelson
https://www.reddit.com/r/programming/comments/1obwlzj/code_in_the_1986s_structure_and_interpretation_of/
submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://github.com/felipap/sicp-code) [comments] (https://www.reddit.com/r/programming/comments/1obwlzj/code_in_the_1986s_structure_and_interpretation_of/)
https://www.reddit.com/r/programming/comments/1obwlzj/code_in_the_1986s_structure_and_interpretation_of/
submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://github.com/felipap/sicp-code) [comments] (https://www.reddit.com/r/programming/comments/1obwlzj/code_in_the_1986s_structure_and_interpretation_of/)
How to stop Linux threads cleanly
https://www.reddit.com/r/programming/comments/1obwmm6/how_to_stop_linux_threads_cleanly/
submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://mazzo.li/posts/stopping-linux-threads.html) [comments] (https://www.reddit.com/r/programming/comments/1obwmm6/how_to_stop_linux_threads_cleanly/)
https://www.reddit.com/r/programming/comments/1obwmm6/how_to_stop_linux_threads_cleanly/
submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://mazzo.li/posts/stopping-linux-threads.html) [comments] (https://www.reddit.com/r/programming/comments/1obwmm6/how_to_stop_linux_threads_cleanly/)
Some Smalltalk about Ruby Loops
https://www.reddit.com/r/programming/comments/1obwnbn/some_smalltalk_about_ruby_loops/
submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://tech.stonecharioteer.com/posts/2025/ruby-loops/) [comments] (https://www.reddit.com/r/programming/comments/1obwnbn/some_smalltalk_about_ruby_loops/)
https://www.reddit.com/r/programming/comments/1obwnbn/some_smalltalk_about_ruby_loops/
submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://tech.stonecharioteer.com/posts/2025/ruby-loops/) [comments] (https://www.reddit.com/r/programming/comments/1obwnbn/some_smalltalk_about_ruby_loops/)
Fil-C is a fanatically compatible memory-safe implementation of C and C++
https://www.reddit.com/r/programming/comments/1obwnkm/filc_is_a_fanatically_compatible_memorysafe/
submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://fil-c.org/) [comments] (https://www.reddit.com/r/programming/comments/1obwnkm/filc_is_a_fanatically_compatible_memorysafe/)
https://www.reddit.com/r/programming/comments/1obwnkm/filc_is_a_fanatically_compatible_memorysafe/
submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://fil-c.org/) [comments] (https://www.reddit.com/r/programming/comments/1obwnkm/filc_is_a_fanatically_compatible_memorysafe/)