New MIT study says most AI projects are doomed... [Fireship YouTube]
https://www.reddit.com/r/programming/comments/1n0k69y/new_mit_study_says_most_ai_projects_are_doomed/

submitted by /u/Task_ID (https://www.reddit.com/user/Task_ID)
[link] (https://www.youtube.com/watch?v=ly6YKz9UfQ4) [comments] (https://www.reddit.com/r/programming/comments/1n0k69y/new_mit_study_says_most_ai_projects_are_doomed/)

Taylor Otwell: What 14 Years of Laravel Taught Me About Maintainability
https://www.reddit.com/r/programming/comments/1n0kou0/taylor_otwell_what_14_years_of_laravel_taught_me/

submitted by /u/robbyrussell (https://www.reddit.com/user/robbyrussell)
[link] (https://maintainable.fm/episodes/taylor-otwell-what-14-years-of-laravel-taught-me-about-maintainability) [comments] (https://www.reddit.com/r/programming/comments/1n0kou0/taylor_otwell_what_14_years_of_laravel_taught_me/)

Mock data is always a pain… so I made a tool to automate it
https://www.reddit.com/r/programming/comments/1n0kt0b/mock_data_is_always_a_pain_so_i_made_a_tool_to/

<!-- SC_OFF -->Every project I start, I waste hours hand-crafting seed data or JSON mocks.
So I built Mockilo — a schema-aware mock data generator. You point it to your Prisma schema, run one command, and boom: realistic data with relations filled in.
I’m curious — how do you handle mock data in your projects today? Repo here if anyone wants to poke around: [github.com/mockilo/mocktail-cli](#) <!-- SC_ON --> submitted by /u/Latter_Mechanic1690 (https://www.reddit.com/user/Latter_Mechanic1690)
[link] (http://github.com/mockilo/mocktail-cli) [comments] (https://www.reddit.com/r/programming/comments/1n0kt0b/mock_data_is_always_a_pain_so_i_made_a_tool_to/)

Explanation of the Linux-kernel memory consistency model
https://www.reddit.com/r/programming/comments/1n0qmie/explanation_of_the_linuxkernel_memory_consistency/

submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://raw.githubusercontent.com/torvalds/linux/refs/heads/master/tools/memory-model/Documentation/explanation.txt) [comments] (https://www.reddit.com/r/programming/comments/1n0qmie/explanation_of_the_linuxkernel_memory_consistency/)

Compositional Datalog on SQL: Relational Algebra of the Environment
https://www.reddit.com/r/programming/comments/1n0qp1h/compositional_datalog_on_sql_relational_algebra/

submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://www.philipzucker.com/compose_datalog/) [comments] (https://www.reddit.com/r/programming/comments/1n0qp1h/compositional_datalog_on_sql_relational_algebra/)

Understand the Temporary Allocator; Understand arenas
https://www.reddit.com/r/programming/comments/1n0qp9y/understand_the_temporary_allocator_understand/

submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://zylinski.se/posts/temporary-allocator-your-first-arena/) [comments] (https://www.reddit.com/r/programming/comments/1n0qp9y/understand_the_temporary_allocator_understand/)

Put a ring on it: a lock-free MPMC ring buffer
https://www.reddit.com/r/programming/comments/1n0qq31/put_a_ring_on_it_a_lockfree_mpmc_ring_buffer/

submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://h4x0r.org/ring/) [comments] (https://www.reddit.com/r/programming/comments/1n0qq31/put_a_ring_on_it_a_lockfree_mpmc_ring_buffer/)

Emulating aarch64 in software using JIT compilation and Rust
https://www.reddit.com/r/programming/comments/1n0qrq7/emulating_aarch64_in_software_using_jit/

submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://pitsidianak.is/blog/posts/2025-08-25_emulating_aarch64_in_software_using_JIT_compilation.html) [comments] (https://www.reddit.com/r/programming/comments/1n0qrq7/emulating_aarch64_in_software_using_jit/)

A Qt Model for all C++ Ranges
https://www.reddit.com/r/programming/comments/1n0qrrq/a_qt_model_for_all_c_ranges/

submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://www.qt.io/blog/a-model-for-all-ranges) [comments] (https://www.reddit.com/r/programming/comments/1n0qrrq/a_qt_model_for_all_c_ranges/)

Hands on Capture Checking in Scala
https://www.reddit.com/r/programming/comments/1n0qrt9/hands_on_capture_checking_in_scala/

submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://nrinaudo.github.io/articles/capture_checking.html) [comments] (https://www.reddit.com/r/programming/comments/1n0qrt9/hands_on_capture_checking_in_scala/)

Structural vs. Mathematical “Under”
https://www.reddit.com/r/programming/comments/1n0qs8p/structural_vs_mathematical_under/

submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://www.dyalog.com/blog/2023/01/structural-vs-mathematical-under/) [comments] (https://www.reddit.com/r/programming/comments/1n0qs8p/structural_vs_mathematical_under/)

Object-oriented design patterns in C and kernel development
https://www.reddit.com/r/programming/comments/1n0qtsu/objectoriented_design_patterns_in_c_and_kernel/

submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://oshub.org/projects/retros-32/posts/object-oriented-design-patterns-in-osdev) [comments] (https://www.reddit.com/r/programming/comments/1n0qtsu/objectoriented_design_patterns_in_c_and_kernel/)

Model-based Testing Distributed Systems with P Language
https://www.reddit.com/r/programming/comments/1n0qv43/modelbased_testing_distributed_systems_with_p/

submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://www.mydistributed.systems/2021/06/p-language.html) [comments] (https://www.reddit.com/r/programming/comments/1n0qv43/modelbased_testing_distributed_systems_with_p/)

postMessaged and Compromised
https://www.reddit.com/r/programming/comments/1n0qvfd/postmessaged_and_compromised/

submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://msrc.microsoft.com/blog/2025/08/postmessaged-and-compromised/) [comments] (https://www.reddit.com/r/programming/comments/1n0qvfd/postmessaged_and_compromised/)

Commit hash pinning in GitHub Actions: secure, but at a cost
https://www.reddit.com/r/programming/comments/1n0qxai/commit_hash_pinning_in_github_actions_secure_but/

submitted by /u/ReditusReditai (https://www.reddit.com/user/ReditusReditai)
[link] (https://developerwithacat.com/blog/202508/github-actions-commit-hash-pinning-tradeoffs/) [comments] (https://www.reddit.com/r/programming/comments/1n0qxai/commit_hash_pinning_in_github_actions_secure_but/)

The Anatomy of Node: I'm re-building a JavaScript runtime from scratch and blogging about it
https://www.reddit.com/r/programming/comments/1n0rfo1/the_anatomy_of_node_im_rebuilding_a_javanoscript/

submitted by /u/chesus_chrust (https://www.reddit.com/user/chesus_chrust)
[link] (https://ravestar.dev/blog/anatomy-of-node-part-1/) [comments] (https://www.reddit.com/r/programming/comments/1n0rfo1/the_anatomy_of_node_im_rebuilding_a_javanoscript/)

Many hate on Object-Oriented Programming. But some junior programmers seem to mostly echo what they've heard experienced programmers say. In this blog post I try to give a "less extreme" perspective, and encourage people to think for themselves.
https://www.reddit.com/r/programming/comments/1n11tps/many_hate_on_objectoriented_programming_but_some/

submitted by /u/KarlZylinski (https://www.reddit.com/user/KarlZylinski)
[link] (https://zylinski.se/posts/know-why-you-dont-like-oop/) [comments] (https://www.reddit.com/r/programming/comments/1n11tps/many_hate_on_objectoriented_programming_but_some/)

Why I'm declining your AI generated MR
https://www.reddit.com/r/programming/comments/1n12fdr/why_im_declining_your_ai_generated_mr/

submitted by /u/Zulban (https://www.reddit.com/user/Zulban)
[link] (https://blog.stuartspence.ca/2025-08-declining-ai-slop-mr.html) [comments] (https://www.reddit.com/r/programming/comments/1n12fdr/why_im_declining_your_ai_generated_mr/)

New algorithm outperforms Dijkstra after 40 years!
https://www.reddit.com/r/programming/comments/1n13gpp/new_algorithm_outperforms_dijkstra_after_40_years/

<!-- SC_OFF -->EDIT: link to the article https://arxiv.org/abs/2504.17033 For 40+ years, the shortest-path problem (think Google Maps, routing, networks) was dominated by Dijkstra-style algorithms, always hitting the sorting bottleneck. A research team at Tsinghua University just published a breakthrough:
They built a new shortest-path algorithm that avoids sorting altogether, breaking a theoretical barrier thought impossible since the 1980s. Key ideas: - Work in layers instead of strict ordering
- Pick representative pivots (clusters) instead of sorting every node
- Use a few Bellman–Ford–style relaxations to propagate distances
- Runs in O(m log2/3 n) — faster than any sorting-based method It just won Best Paper @ STOC (one of the top CS theory conferences).
Link to article: 36Kr coverage (https://eu.36kr.com/en/p/3419098143837833) What do you think:
- Will this change how we teach algorithms? - Or is it more of a “theory-only” milestone for now? <!-- SC_ON --> submitted by /u/Ambitious-Page-5737 (https://www.reddit.com/user/Ambitious-Page-5737)
[link] (https://arxiv.org/abs/2307.04139) [comments] (https://www.reddit.com/r/programming/comments/1n13gpp/new_algorithm_outperforms_dijkstra_after_40_years/)

API Design 101: From Basics to Best Practices
https://www.reddit.com/r/programming/comments/1n14rzg/api_design_101_from_basics_to_best_practices/

submitted by /u/javinpaul (https://www.reddit.com/user/javinpaul)
[link] (https://javarevisited.substack.com/p/why-90-of-apis-fail-and-how-to-design) [comments] (https://www.reddit.com/r/programming/comments/1n14rzg/api_design_101_from_basics_to_best_practices/)

nx Build System Compromised in Supply Chain Attack
https://www.reddit.com/r/programming/comments/1n17fsz/nx_build_system_compromised_in_supply_chain_attack/

<!-- SC_OFF -->nx Build System compromised in supply chain attack. Targeting developers by exfiltrating credentials and system information. Report: https://github.com/nrwl/nx/issues/32522 <!-- SC_ON --> submitted by /u/N1ghtCod3r (https://www.reddit.com/user/N1ghtCod3r)
[link] (https://github.com/nrwl/nx/issues/32522) [comments] (https://www.reddit.com/r/programming/comments/1n17fsz/nx_build_system_compromised_in_supply_chain_attack/)