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I built a 'Learning Adapter' for MCP that cuts token usage by 80%
https://www.reddit.com/r/programming/comments/1pgyzkg/i_built_a_learning_adapter_for_mcp_that_cuts/

<!-- SC_OFF -->Hey everyone! 👋 Just wanted to share a tool I built to save on API costs. I noticed MCP servers often return huge JSON payloads with data I don't need (like avatar links), which wastes a ton of tokens. So I built a "learning adapter" that sits in the middle. It automatically figures out which fields are important and filters out the rest. It actually cut my token usage by about 80%. It's open source, and I'd really love for you to try it. If it helps you, maybe we can share the optimized schemas to help everyone save money together. Repo: https://github.com/Sivachow/mcp-learning-adapter <!-- SC_ON --> submitted by /u/Live_Case2204 (https://www.reddit.com/user/Live_Case2204)
[link] (https://github.com/Sivachow/ado-learning-adapter) [comments] (https://www.reddit.com/r/programming/comments/1pgyzkg/i_built_a_learning_adapter_for_mcp_that_cuts/)
Resistance is Not Futile: How to Fight Back
https://www.reddit.com/r/programming/comments/1ph426e/resistance_is_not_futile_how_to_fight_back/

<!-- SC_OFF -->I'm a programmer. I enjoy programming because it stimulates my mind and it is rewarding (emotionally and financially). However, in the past few years, I feel everywhere I look, people are saying my vocation is about to be obsolete. I understand most of it is hype and propaganda, but it still causes negative thoughts and feelings. I propose we fight back. We can fight back against AI, by purposefully write bad code / programming solutions on the internet. Contaminate the training data AI uses. Accelerate the dead internet theory, which will deteriorate AI's training data over time. This will make AI generated coding unreliable and AI unable to replace human programmers. <!-- SC_ON --> submitted by /u/DelAbbot (https://www.reddit.com/user/DelAbbot)
[link] (https://stackoverflow.com/) [comments] (https://www.reddit.com/r/programming/comments/1ph426e/resistance_is_not_futile_how_to_fight_back/)
Microservices should form a polytree
https://www.reddit.com/r/programming/comments/1ph6gus/microservices_should_form_a_polytree/

<!-- SC_OFF -->Hi, this is my company blog. Hope you like this week's post. <!-- SC_ON --> submitted by /u/mapehe808 (https://www.reddit.com/user/mapehe808)
[link] (https://bytesauna.com/post/microservices) [comments] (https://www.reddit.com/r/programming/comments/1ph6gus/microservices_should_form_a_polytree/)
Is vibe coding actually insecure? New CMU paper benchmarks vulnerabilities in agent-generated code
https://www.reddit.com/r/programming/comments/1phf2f9/is_vibe_coding_actually_insecure_new_cmu_paper/

<!-- SC_OFF -->BREAKING: CMU researchers found that “vibe coding” is insecure.
Developers are shocked.
The rest of us are shocked that anyone thought vibes counted as a security protocol. Paper: “Is Vibe Coding Safe? Benchmarking Vulnerability of Agent-Generated Code in Real-World Tasks” <!-- SC_ON --> submitted by /u/LateInstance8652 (https://www.reddit.com/user/LateInstance8652)
[link] (http://arxiv.org/abs/2512.03262) [comments] (https://www.reddit.com/r/programming/comments/1phf2f9/is_vibe_coding_actually_insecure_new_cmu_paper/)
Java Swing Library System | (Part 3) User Management Module – Login System Connected to MySQL
https://www.reddit.com/r/programming/comments/1phk4os/java_swing_library_system_part_3_user_management/

<!-- SC_OFF -->📌 Part 26 — Java Swing Library System | User Management Module (Part 3)
I just uploaded a new tutorial where I build a complete Login System in Java Swing, fully connected to MySQL.
If you’re learning Java desktop development or building real-world projects, this session will really help you. 🔥 What’s inside the video: Designing a professional Login Form in Java Swing Connecting Java Swing to MySQL User authentication with username & password Clean, reusable code patterns Part of a full User Management Module This tutorial is part of my ongoing Library Management System series built completely from scratch. <!-- SC_ON --> submitted by /u/Substantial-Log-9305 (https://www.reddit.com/user/Substantial-Log-9305)
[link] (https://www.youtube.com/watch?v=IP4lI8Ks3_Q) [comments] (https://www.reddit.com/r/programming/comments/1phk4os/java_swing_library_system_part_3_user_management/)
StackOverflow Programming Challenge #14 - Signal from Noise
https://www.reddit.com/r/programming/comments/1phzkhg/stackoverflow_programming_challenge_14_signal/

<!-- SC_OFF -->Hello r/programming (https://www.reddit.com/r/programming)! StackOverflow recently started hosting monthly(-ish) programming challenges, in the same vein as Advent of Code. If you want to participate, go onto stackoverflow.com and/or the linked /r/StackOverflow (https://www.reddit.com/r/StackOverflow) post, and submit your answer! <!-- SC_ON --> submitted by /u/davidalayachew (https://www.reddit.com/user/davidalayachew)
[link] (https://www.reddit.com/r/stackoverflow/comments/1pgy7gt/stackoverflow_programming_challenge_14_signal/) [comments] (https://www.reddit.com/r/programming/comments/1phzkhg/stackoverflow_programming_challenge_14_signal/)
Professional Student ID Card in Java Swing | With Image, Signature & Print Feature
https://www.reddit.com/r/programming/comments/1phzlv3/professional_student_id_card_in_java_swing_with/

<!-- SC_OFF -->Hey everyone!
I just uploaded a new tutorial where I show how to create a complete Student ID Card system in Java Swing — including: 🖼️ Student Photo Upload
✍️ Digital Signature Support
🖨️ Print / Save ID Card Feature
📌 Clean and professional UI
💡 Perfect for real-world Java Swing projects 👉 Watch the full tutorial here: (Professional Student ID Card in Java Swing | With Image, Signature & Print Feature - YouTube (https://www.youtube.com/watch?v=8snkc-bxJc0&t=28s)) 📺 Check Out My YouTube Channel I upload Java Swing, Java projects, and full desktop application tutorials.
🔗 YouTube Channel: (Kawsar Technologies - YouTube (https://www.youtube.com/@kawsartechnologies981)) <!-- SC_ON --> submitted by /u/Substantial-Log-9305 (https://www.reddit.com/user/Substantial-Log-9305)
[link] (https://www.youtube.com/watch?v=8snkc-bxJc0&t=28s) [comments] (https://www.reddit.com/r/programming/comments/1phzlv3/professional_student_id_card_in_java_swing_with/)