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[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/)
SOLID Principles Unseen Questions with Answers Explained: Intermediate to Expert-Level
https://www.reddit.com/r/programming/comments/1nbh1pe/solid_principles_unseen_questions_with_answers/

<!-- SC_OFF -->The SOLID principles are the cornerstone of object-oriented design. They provide a set of guidelines that help developers write code that is more maintainable, scalable, and reusable. While most developers can name the five principles, truly understanding and applying them in complex scenarios is the mark of an expert. Undoubtedly, theory is essential, putting that knowledge to the test is the best way to prepare. This article presents advanced-level Multiple-Choice Questions (MCQs) with answers explained (https://javatechonline.com/solid-principles-interview-questions-and-answers/) designed for those who want to go beyond the basics. <!-- SC_ON --> submitted by /u/erdsingh24 (https://www.reddit.com/user/erdsingh24)
[link] (https://javatechonline.com/solid-principles-interview-questions-and-answers/) [comments] (https://www.reddit.com/r/programming/comments/1nbh1pe/solid_principles_unseen_questions_with_answers/)
95% of AI Pilots Crash – Engineers are paying the price
https://www.reddit.com/r/programming/comments/1nbi2xn/95_of_ai_pilots_crash_engineers_are_paying_the/

<!-- SC_OFF -->A fresh MIT study just uncovered a shocking truth: $35‑40 B spent on AI pilots, and 9‑out‑of‑10 deliver zero ROI. Why do so many experiments stall? Scope creep – trying to solve everything at once dilutes impact. In‑house models – custom builds eat time, talent, and budget. Wrong targets – low‑value, high‑visibility tasks rarely pay off. The winning formula is to pick one narrow problem, grab a battle‑tested off‑the‑shelf tool, and set a clear KPI. Teams that did this turned no revenue into $20 M in a year. Check the AI Disaster Report article, a practical checklist, and a ready-to-copy email template to help you avoid common pitfalls in your next AI experiment. <!-- SC_ON --> submitted by /u/gabortilldotcom (https://www.reddit.com/user/gabortilldotcom)
[link] (https://techleadmastery.substack.com/p/ai-disaster-report-95-percent-pilots-fail-checklist) [comments] (https://www.reddit.com/r/programming/comments/1nbi2xn/95_of_ai_pilots_crash_engineers_are_paying_the/)
Europe’s leading AI Hackathon is here!
https://www.reddit.com/r/programming/comments/1nbi8jr/europes_leading_ai_hackathon_is_here/

<!-- SC_OFF -->Applications for Junction 2025 in are now OPEN! This November, we’re bringing the future to Espoo, and now’s your chance to be a part of it. 🫵 This November you get to explore the edges of innovation, and what lies beyond. Are you part of building a better future? Or will you unmask the bias and challenge the system? Utopia or Dystopia? You build the difference. Apply now and join us in Espoo. Link here: https://eu.junctionplatform.com/events/junction-2025 <!-- SC_ON --> submitted by /u/JunctionKids (https://www.reddit.com/user/JunctionKids)
[link] (https://eu.junctionplatform.com/events/junction-2025) [comments] (https://www.reddit.com/r/programming/comments/1nbi8jr/europes_leading_ai_hackathon_is_here/)
Search to Connect with talented people
https://www.reddit.com/r/programming/comments/1nbkddr/search_to_connect_with_talented_people/

<!-- SC_OFF -->Hey everyone! I’m working on a personal project and looking to collaborate with talented people in computer science, coding, or engineering . If you or someone you know might be interested, feel free to DM me! Thanks 🙏 <!-- SC_ON --> submitted by /u/Easy-Rule4477 (https://www.reddit.com/user/Easy-Rule4477)
[link] (https://en.m.wikipedia.org/wiki/History_of_Wikipedia) [comments] (https://www.reddit.com/r/programming/comments/1nbkddr/search_to_connect_with_talented_people/)