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When Does Framework Sophistication Becomes a Liability?
https://www.reddit.com/r/programming/comments/1na87fy/when_does_framework_sophistication_becomes_a/

<!-- SC_OFF -->How a 72-hour debugging nightmare revealed the fundamental flaw in dependency injection frameworks and why strict typing matters more than sophisticated abstractions <!-- SC_ON --> submitted by /u/gamunu (https://www.reddit.com/user/gamunu)
[link] (https://fastcode.io/2025/09/07/when-does-framework-sophistication-becomes-a-liability/) [comments] (https://www.reddit.com/r/programming/comments/1na87fy/when_does_framework_sophistication_becomes_a/)
[Open Source] LLM Agents & Ecosystem Handbook — 60+ agent skeletons + tutorials for devs who want to build with LLMs
https://www.reddit.com/r/programming/comments/1nbch63/open_source_llm_agents_ecosystem_handbook_60/

<!-- SC_OFF -->Hey everyone, I’ve been working on an open-source project called LLM Agents & Ecosystem Handbook, aimed at developers who want to explore the practical side of building with large language models. Why it might interest programmers (even if you’re not deep into ML): - 🛠 60+ agent skeletons (each with its own README + main.py) to show design patterns (scraping, analysis, scheduling, translation, RAG, MCP integrations, voice, games…)
- 📚 Tutorials on RAG, memory, fine-tuning, and building chat agents over custom data (like PDFs or APIs)
- Framework comparison: what to use when (LangChain, AutoGen, CrewAI, Smolagents, etc.)
- 🛠 Tools & infra: evaluation frameworks, local inference options (Ollama, llama.cpp), LLMOps practices
- Agent generator noscript to scaffold new projects fast The idea is to provide a “handbook” — part educational, part practical — so devs can go from “I want to try LLMs” to building working prototypes and production-ready agents. Repo link: https://github.com/oxbshw/LLM-Agents-Ecosystem-Handbook Would love to hear feedback from the programming community — especially around design patterns and best practices for structuring these agents. <!-- SC_ON --> submitted by /u/Fearless-Role-2707 (https://www.reddit.com/user/Fearless-Role-2707)
[link] (https://github.com/oxbshw/LLM-Agents-Ecosystem-Handbook) [comments] (https://www.reddit.com/r/programming/comments/1nbch63/open_source_llm_agents_ecosystem_handbook_60/)
how did i optimized go-torch to run 115x times faster - a short blog
https://www.reddit.com/r/programming/comments/1nbfcjl/how_did_i_optimized_gotorch_to_run_115x_times/

<!-- SC_OFF -->after this blog, i optimized the library by allocating intermediate buffers during the backward pass and SGC. I'll explain it in the next blog. <!-- SC_ON --> submitted by /u/External_Mushroom978 (https://www.reddit.com/user/External_Mushroom978)
[link] (https://abinesh-mathivanan.vercel.app/en/posts/post-6/) [comments] (https://www.reddit.com/r/programming/comments/1nbfcjl/how_did_i_optimized_gotorch_to_run_115x_times/)
C and C++: The Hidden Power Behind Modern Programming
https://www.reddit.com/r/programming/comments/1nbfjci/c_and_c_the_hidden_power_behind_modern_programming/

<!-- SC_OFF -->Think Python and JavaScript run the world? Think again. C and C++ power almost every OS, game engine, and library behind the scenes. My essay explains why these languages remain the foundation of modern programming — plus discussion questions for developers. Check it out and share your thoughts! <!-- SC_ON --> submitted by /u/LI_ProductionsYT (https://www.reddit.com/user/LI_ProductionsYT)
[link] (https://github.com/goldstac/c-cpp-foundation) [comments] (https://www.reddit.com/r/programming/comments/1nbfjci/c_and_c_the_hidden_power_behind_modern_programming/)