LLM News and Articles
| Friday, 2026-01-02 | ||||
| 04:01 | From Software & DevOps Engineer to Generative AI Engineer — A 4-Month Hands-On Journey https://devopslearning.medium.com/from-software-devops-engineer-to-generative-ai-engineer-a-4-month-hands-on-journey-c0983003aec2 | |||
| 03:35 | Server-Sent Events: The Streaming Protocol You’re Already Using (Without Knowing It) https://medium.com/@charleschtsoi/server-sent-events-the-streaming-protocol-youre-already-using-without-knowing-it-cc4f77fb2eaf | |||
| 02:58 | LLM Consensus Protocols: How Embracing Non-Determinism Can Improve Agent Accuracy and Latency https://dustin-godevais.medium.com/llm-consensus-protocols-how-embracing-non-determinism-can-improve-agent-accuracy-and-latency-181d8336aeef | |||
| 02:44 | Beyond Boundaries: Strategic Logic Sovereignty and REMA Governance in the Gemini 3 Era https://medium.com/@tw00235700/beyond-boundaries-strategic-logic-sovereignty-and-rema-governance-in-the-gemini-3-era-dd96529234e8 | |||
| 02:23 | GitHub Copilot in VSCode: From AI Autocomplete to Autonomous Development Partner — A 2025… https://jinlow.medium.com/github-copilot-in-vscode-from-ai-autocomplete-to-autonomous-development-partner-a-2025-de7ccd50b2e4 | |||
| 02:23 | GitHub Copilot in VSCode: From AI Autocomplete to Autonomous Development Partner — A 2025… https://medium.com/codetodeploy/github-copilot-in-vscode-from-ai-autocomplete-to-autonomous-development-partner-a-2025-de7ccd50b2e4 | |||
| 01:56 | Setup your own AI based personal Reminder Engine — Part-2 https://medium.com/@manoharvelmurugan/setup-your-own-ai-based-personal-reminder-engine-part-2-340ed1d8853e | |||
| 01:48 | Write Once, Run Anywhere: How LiteLLM Lets You Call 100+ LLMs with a Single API https://thamizhelango.medium.com/write-once-run-anywhere-how-litellm-lets-you-call-100-llms-with-a-single-api-2c7564c1ee88 | |||
| 01:32 | DeepSeek mHC Explained: How Manifold-Constrained Hyper-Connections Redefine Residual Connections in… https://medium.com/@sampan090611/deepseek-mhc-explained-how-manifold-constrained-hyper-connections-redefine-residual-connections-in-2902b6cdaea3 | |||
| 01:30 | The Optimization Tricks That Made My 1B Model Feel Instant https://medium.com/write-a-catalyst/the-optimization-tricks-that-made-my-1b-model-feel-instant-5f0b3b91fbfb | |||
| 01:27 | The Realities of Production AI: Hard-Earned Lessons from 2025 https://medium.com/@ashokdudhade/the-realities-of-production-ai-hard-earned-lessons-from-2025-77c9a84231fc | |||
| 01:22 | A Critical Vulnerability, and a Deeper Problem: What the LangChain Incident Reveals About LLM… https://medium.com/@sampan090611/a-critical-vulnerability-and-a-deeper-problem-what-the-langchain-incident-reveals-about-llm-5ede3fa96086 | |||
| 01:11 | So Close to God, So Far from Deployment https://medium.com/@jpasalagua/so-close-to-god-so-far-from-deployment-c5d039c307bc | |||
| 00:54 | Stop Shipping Vibes. Start Shipping Guarantees. https://medium.com/@wissamaljurdi_16760/stop-shipping-vibes-start-shipping-guarantees-864ae2efac7d | |||
| 00:40 | Enterprise Agentic AI: From Foundations to Real-World Systems https://medium.com/@sunil.baidyanath/enterprise-agentic-ai-from-foundations-to-real-world-systems-cd78cca7581c | |||
| 00:11 | Ditch Your Centralized Prompt Library Before It Causes Any More Damage https://medium.com/@sebuki/ditch-your-centralized-prompt-library-before-it-causes-any-more-damage-2616544c3b29 | |||
| 00:07 | Software Engineering in 2026 and Beyond https://unseenclue.medium.com/software-engineering-in-2026-and-beyond-c712c9aaf080 | |||
| 00:02 | ArXiv AI/ML Catch-Up https://www.kmjn.org/arxiv-speedrun/ | |||
| 00:02 | The Complete RAG Playbook (Part 3): Advanced Architectures https://pub.towardsai.net/the-complete-rag-playbook-part-3-advanced-architectures-c4bce8adc20f | |||
| Thursday, 2026-01-01 | ||||
| 23:42 | Summary — Attention is All You Need https://khooanxian.medium.com/summary-attention-is-all-you-need-6a58e5504167 | |||
| 23:26 | Palaces in the Cloud https://medium.com/@awright249/palaces-in-the-cloud-880df37c546d | |||
| 22:42 | How I built my First Agentic Example using Langchain Tools, ChatOpenAI, PromptTemplate and Agents https://faun.pub/how-i-built-my-first-agentic-example-using-langchain-tools-chatopenai-prompttemplate-and-agents-c8534935752b | |||
| 22:09 | Otonom Agentic AI: Yapay Zeka Asistanlıktan İcraata Geçiyor https://medium.com/@erenbozarik/otonom-agentic-ai-yapay-zeka-asistanl%C4%B1ktan-i%CC%87craata-ge%C3%A7iyor-c99381f00aee | |||
| 22:02 | The Complete RAG Playbook (Part 4): Evaluation & Choosing What Works https://pub.towardsai.net/the-complete-rag-playbook-part-4-evaluation-choosing-what-works-c8890c41c151 | |||
| 21:59 | Understanding Large Language Models: From Spam Filters to Systems That Reason https://medium.com/@itzgauravbhardwaj/understanding-large-language-models-from-spam-filters-to-systems-that-reason-e97efc56cb47 | |||
| 21:53 | Building Real-Time ML Pipelines: How We Moved from Batch to Event-Driven Architecture https://medium.com/@2012ankitkmr/building-real-time-ml-pipelines-how-we-moved-from-batch-to-event-driven-architecture-be6d5c55e371 | |||
| 21:51 | Bayesian Manifolds, Residual Geometry, and Why This Matters for Scaling LLMs https://medium.com/@vsletten/bayesian-manifolds-residual-geometry-and-why-this-matters-for-scaling-llms-edbd6ee760e7 | |||
| 21:28 | MCP Servers with Code Mode: The missing piece in Agentic AI https://medium.com/synergyboat/mcp-servers-with-codemode-the-missing-piece-in-agentic-ai-cde5993afb51 | |||
| 21:09 | AI Pentesting: Practicing Prompt Injection With the Gandalf Challenge https://wgilescyber.medium.com/ai-pentesting-practicing-prompt-injection-with-the-gandalf-challenge-01f10400d7bb | |||
| 21:00 | Indirect Prompt Injection Using `|` Delimiter and JSON Payload Enables System Prompt Disclosure in… https://medium.com/@d_f4u1t/indirect-prompt-injection-using-delimiter-and-json-payload-enables-system-prompt-disclosure-in-996a7b15dc01 | |||
| 21:00 | Direct Prompt Injection Enables System Prompt Disclosure in Copilot https://medium.com/@d_f4u1t/direct-prompt-injection-enables-system-prompt-disclosure-in-copilot-feeefddeac97 | |||
| 20:56 | 7 Layers of a Production-Grade Agentic AI System https://medium.com/@asimsultan2/7-layers-of-a-production-grade-agentic-ai-system-8515122924cf | |||
| 20:51 | Mock LLM APIs locally with real-world streaming physics https://vidai.uk/platform/mock/ | |||
| 20:49 | Building AI Assistant with Java + SpringBoot https://medium.com/@amitsriv99/java-springboot-app-as-ai-assistant-3396c7b0f97a | |||
| 20:07 | Learning AI the Right Way — Interactive Papers, Concepts, and Research Tools That Actually… https://medium.com/@contact_95294/learning-ai-the-right-way-interactive-papers-concepts-and-research-tools-that-actually-b1b347d8fa2f | |||
| 20:04 | The Hidden Cost Revolution: Why GraphRAG Is Reshaping Enterprise AI Economics https://medium.com/@nraman.n6/the-hidden-cost-revolution-why-graphrag-is-reshaping-enterprise-ai-economics-13b1045b39d4 | |||
| 20:02 | The Complete RAG Playbook (Part 2): Techniques That Improve Accuracy https://pub.towardsai.net/the-complete-rag-playbook-part-2-techniques-that-improve-accuracy-4b649725fea2 | |||
| 20:02 | Estimating LLM Inference Memory Requirements https://medium.com/@nraman.n6/estimating-llm-inference-memory-requirements-3ab599b7284b | |||
| 19:48 | Recursive Image Processing System (RIPS) Using Large Language Models and Image Generation Models https://medium.com/@ch.mittendorf/recursive-image-processing-system-rips-using-large-language-models-and-image-generation-models-70398a227872 | |||
| 19:46 | Spectral Mixing: An Attention-Free Sequence Model https://medium.com/@dnstock/spectral-mixing-an-attention-free-sequence-model-22a0ed75ec61 | |||
| 19:42 | Chain’s and Runnables in LangChain https://medium.com/@samratmadake21/chains-and-runnables-in-langchain-9643d8633d99 | |||
| 19:39 | The Day AI Labs Learned to Hesitate https://medium.com/@amarsrivastava/the-day-ai-labs-learned-to-hesitate-ee8c61ee581e | |||
| 19:07 | Building a Multi-Agent Cloud Remediation System From Jira Ticket to Automated Terraform Pull… https://medium.com/@prince2025akash/building-a-multi-agent-cloud-remediation-system-from-jira-ticket-to-automated-terraform-pull-c6f3f52e202b | |||
| 19:05 | Agentic AI MOOC (Fall 2025) https://medium.com/@malithagunawardhana96/agentic-ai-mooc-fall-2025-e4ee4a2fb862 | |||
| 18:57 | Advanced Prompt Engineering (2026) https://medium.com/@mjgmario/advanced-prompt-engineering-2026-3406c5a68e79 | |||
| 18:34 | Building an internal agent: Code-driven vs. LLM-driven workflows https://lethain.com/agents-coordinators/ | |||
| 18:31 | How to Build and Fine-Tune a Small Language Model https://medium.com/@jpliu168/how-to-build-and-fine-tune-a-small-language-model-9988c24efdfb | |||
| 18:21 | Show HN: I built a tool to save and version-control my thinking from ChatGPT https://kwegg.com | |||
| 18:18 | Google ADK for TypeScript: Build Multi-Agent AI Systems (FunctionGemma + Gemma 2) https://medium.com/@jageenshukla/google-adk-for-typescript-build-multi-agent-ai-systems-functiongemma-gemma-2-38f14bd3fc6c | |||
| 18:18 | Why Bigger Models Won’t Code Better https://medium.com/@eran.swears/why-bigger-models-wont-code-better-7e8761ebeb16 | |||
| 18:07 | Running Local LLMs on Ubuntu with NVIDIA GPU using llama.cpp https://ecorbari.medium.com/running-local-llms-on-ubuntu-with-nvidia-gpu-using-llama-cpp-2ec2e010c040 | |||
| 18:04 | Middleware in Agentic System — Langchain https://rangesh.medium.com/middleware-in-agentic-system-langchain-56d5f8549e49 | |||
| 17:59 | My collection of short LLM prompts for learning https://medium.com/@saheedpopoola/my-collection-of-short-llm-prompts-for-learning-4591e2e02310 | |||
| 17:48 | Apparently, it’s all my fault! https://medium.com/@m.movahedkhah77/apparently-its-all-my-fault-539b1c6133f0 | |||
| 17:45 | The AI Infrastructure Stack in 2026: It’s Not Just GPUs Anymore. https://medium.com/@james09522/the-ai-infrastructure-stack-in-2026-its-not-just-gpus-anymore-5d2ddd26b9f4 | |||
| 17:02 | The Socratic Prompt: How to Make a Language Model Stop Guessing and Start Thinking https://pub.towardsai.net/the-socratic-prompt-how-to-make-a-language-model-stop-guessing-and-start-thinking-07279858abad | |||
| 16:43 | Every LLM hallucinates that std:vector deletes elements in LIFO order https://am17an.bearblog.dev/every-llm-hallucinates-stdvector-deletes-elements-in-a-lifo-order/ | |||
| 16:41 | What Is an AI Agent? (Not LangChain, Not AutoGPT) https://adityamangal98.medium.com/what-is-an-ai-agent-not-langchain-not-autogpt-2dde54282086 | |||
| 16:34 | Why ‘Dumb’ Speed Beats ‘Genius’ Latency: The Counter-Intuitive Future of AI Security https://medium.com/@sdima38321/why-dumb-speed-beats-genius-latency-the-counter-intuitive-future-of-ai-security-627d4446bb47 | |||
| 16:22 | From Software & DevOps Engineer to Generative AI Engineer: A 4-Month Hands-On Curriculum https://devopslearning.medium.com/from-software-devops-engineer-to-generative-ai-engineer-a-4-month-hands-on-curriculum-eedc15ffa198 | |||
| 16:22 | CI/CD for RAG Deployments on AWS: Zero Downtime, Fully Automated https://medium.datadriveninvestor.com/ci-cd-for-rag-deployments-on-aws-zero-downtime-fully-automated-a562135ce3e9 | |||
| 16:16 | I Asked ChatGPT a Dumb Question… It Gave a Dumb Answer (Here’s Why) https://medium.com/@vikashsinghy2k/i-asked-chatgpt-a-dumb-question-it-gave-a-dumb-answer-heres-why-f2adc2739f7c | |||
| 16:15 | LLM Optimization Techniques to Maximize Efficiency in 2026 https://gaurav-sharma11.medium.com/llm-optimization-techniques-to-maximize-efficiency-in-2026-b3e51cc06804 | |||
| 16:12 | TOON vs. JSON: Deconstructing the Token Economy of Data Serialization in Large Language Model… https://medium.com/@shashwatabhattacharjee9/toon-vs-json-deconstructing-the-token-economy-of-data-serialization-in-large-language-model-7b6322f817e0 | |||
| 16:10 | Attention-Based & Conditional Computation: What It Is & Why It Matters for OSINT AI https://medium.com/@CyberRaya/attention-based-conditional-computation-what-it-is-why-it-matters-for-osint-ai-efb71c273fd9 | |||
| 16:09 | 10 AI Superpowers in One App: My Gemini Multi‑Purpose Toolkit https://karthick965938.medium.com/10-ai-superpowers-in-one-app-my-gemini-multi-purpose-toolkit-229358e8b62f | |||
| 16:08 | The Most Important Truth in Human Discourse, per ChatGPT https://zenodo.org/records/18116708 | |||
| 16:02 | No Libraries No Shortcuts: Reasoning Models from Scratch with PyTorch — Part 1 https://pub.towardsai.net/no-libraries-no-shortcuts-reasoning-models-from-scratch-with-pytorch-part-1-bdc5bcb42042 | |||
| 16:02 | How “Search” Inside AI Chatbots Actually Works https://medium.com/@chatproducties_85241/how-search-inside-ai-chatbots-actually-works-2735b1d821d8 | |||
| 15:55 | AI-Enhanced Engineering: Using Tests and Rules to Control AI (Not Clean Up After It) https://softwarefaster.medium.com/ai-enhanced-engineering-using-tests-and-rules-to-control-ai-not-clean-up-after-it-e5eb0b9533a2 | |||
| 15:55 | New Attack Vector: CTTA in LLMs https://medium.com/@anasalrawi/how-chain-of-thought-reasoning-becomes-an-attack-vector-in-large-language-models-bc03e9265f31 | |||
| 15:51 | The Day 7 Million Parameters Outsmarted the Giants: Why I’m Rethinking AI Efficiency https://medium.com/@gokulofficial18602/the-day-7-million-parameters-outsmarted-the-giants-why-im-rethinking-ai-efficiency-4f53ef497c99 | |||
| 15:44 | Beyond the Hype: I Analyzed 6 Top AI Models. Here Are the 5 Most Surprising Truths. https://medium.com/@satvallu/beyond-the-hype-i-analyzed-6-top-ai-models-here-are-the-5-most-surprising-truths-a7c955a6ba17 | |||
| 15:23 | Agent Engineering: System Designs https://medium.com/data-science-collective/agent-engineering-system-designs-01cb11eea500 | |||
| 15:10 | What Exactly Is AI? https://medium.com/codeonboard/what-exactly-is-ai-e7e49057e240 | |||
| 15:09 | Token Economics: Measuring and Optimizing the Cost of Intelligence https://medium.com/@healthark.ai/token-economics-measuring-and-optimizing-the-cost-of-intelligence-ca1a47fe635c | |||
| 15:02 | 2025: The Year in LLMs https://shekhar14.medium.com/2025-the-year-in-llms-34e0b40635a9 | |||
| 14:37 | Beyond LLMs: Essential Frameworks for Building AI Agents https://bytebridge.medium.com/beyond-llms-essential-frameworks-for-building-ai-agents-670d5b404a55 | |||
| 14:02 | Threat Modeling MCP Servers with STRIDE: A Practical Guide https://medium.com/@odellmoreno2/threat-modeling-mcp-servers-with-stride-a-practical-guide-60bdad334c90 | |||
| 13:49 | The LLM Backbone: Building a RAG-Based GPT from Scratch https://ai.gopubby.com/the-llm-backbone-building-a-rag-based-gpt-from-scratch-a7a4e63a4447 | |||
| 13:41 | Why Most Agentic AI Systems Fail Outside Demos https://medium.com/@dixitaniket76/why-most-agentic-ai-systems-fail-outside-demos-5a33a5b65cc9 | |||
| 13:02 | Why Early Commitment Helps AI Solve Structured Problems https://pub.towardsai.net/why-early-commitment-helps-ai-solve-structured-problems-d9dd63d9e04d | |||
| 12:39 | Non-Markovianity Certification under No-Meta Obligations: A Practical Guide for AI Agents and… https://medium.com/@omanyuk/non-markovianity-certification-under-no-meta-obligations-a-practical-guide-for-ai-agents-and-67ceb45db181 | |||
| 12:16 | Modern AI Model Architectures: A Practical Guide https://medium.com/@nikhileshgandrapu/modern-ai-model-architectures-a-practical-guide-3830046d86db | |||
| 12:16 | Modern AI Model Architectures: A Practical Guide https://aws.plainenglish.io/modern-ai-model-architectures-a-practical-guide-3830046d86db | |||
| 12:04 | সবাইকে গিলে ফেলার মাস্টারপ্ল্যান: ওপেনএআই কি আগামী দিনের একমাত্র সাম্রাজ্য? https://muhammadjubairhasan.medium.com/%E0%A6%B8%E0%A6%AC%E0%A6%BE%E0%A6%87%E0%A6%95%E0%A7%87-%E0%A6%97%E0%A6%BF%E0%A6%B2%E0%A7%87-%E0%A6%AB%E0%A7%87%E0%A6%B2%E0%A6%BE%E0%A6%B0-%E0%A6%AE%E0%A6%BE%E0%A6%B8%E0%A7%8D%E0%A6%9F%E0%A6%BE%E0%A6%B0%E0%A6%AA%E0%A7%8D%E0%A6%B2%E0%A7%8D%E0%A6%AF%E0%A6%BE%E0%A6%A8-%E0%A6%93%E0%A6%AA%E0%A7%87%E0%A6%A8%E0%A6%8F%E0%A6%86%E0%A6%87-%E0%A6%95%E0%A6%BF-%E0%A6%86%E0%A6%97%E0%A6%BE%E0%A6%AE%E0%A7%80-%E0%A6%A6%E0%A6%BF%E0%A6%A8%E0%A7%87%E0%A6%B0-%E0%A6%8F%E0%A6%95%E0%A6%AE%E0%A6%BE%E0%A6%A4%E0%A7%8D%E0%A6%B0-%E0%A6%B8%E0%A6%BE%E0%A6%AE%E0%A7%8D%E0%A6%B0%E0%A6%BE%E0%A6%9C%E0%A7%8D%E0%A6%AF-346b6bf9fc68 | |||
| 11:42 | AiGen0 : Basic1:Transformers Unlocked: How Machines Learn to Read and Write https://medium.com/@sam700007/aigen0-basic1-transformers-unlocked-how-machines-learn-to-read-and-write-f14c3db5352d | |||
| 11:32 | The DAO Autopilot Nobody Asked For https://medium.com/@Quaxel/the-dao-autopilot-nobody-asked-for-f7c5e52ad04c | |||
| 11:26 | LLMs as Judges: Measuring Bias, Hinting Effects, and Tier Preferences https://aashi-dutt3.medium.com/llms-as-judges-measuring-bias-hinting-effects-and-tier-preferences-8096a9114433 | |||
| 11:24 | Building and Using AI Agents in Azure AI Foundry Agent Service https://timhanewich.medium.com/building-and-using-ai-agents-in-azure-ai-foundry-agent-service-3ba47ffa0f6e | |||
| 11:18 | NeurIPS 2025’in Anatomisi: Yapay Zekada Yeni Bir Çağın Dört Sütunu ve Mimari Devrim https://medium.com/@aleynaaltunsu/neurips-2025in-anatomisi-yapay-zekada-yeni-bir-%C3%A7a%C4%9F%C4%B1n-d%C3%B6rt-s%C3%BCtunu-ve-mimari-devrim-fbcebb55be87 | |||
| 11:09 | …Why 3 in 10 LLM Answers Drift From Reality https://medium.com/write-a-catalyst/why-3-in-10-llm-answers-drift-from-reality-723c261734a9 | |||
| 11:00 | State of LLMs 2025: Progress, Surprises, and What Comes Next in 2026 https://medium.com/coding-nexus/state-of-llms-2025-progress-surprises-and-what-comes-next-in-2026-bfb70629ec40 | |||
| 10:34 | ICD10-MedicalCoder https://medium.com/@kaiza941/icd10-medicalcoder-9709fb977c48 | |||
| 10:33 | Generative AI End-to-End Roadmap: From LLMs to Production-Ready Systems https://medium.com/@nageshmashette32/generative-ai-end-to-end-roadmap-from-llms-to-production-ready-systems-a4bb5d2f9450 | |||
| 10:29 | How Brands Get Recommended by ChatGPT in 2026(Not Just Ranked on Google) https://medium.com/@swati.gole02/how-brands-get-recommended-by-chatgpt-not-just-ranked-on-google-af62bff0b38e | |||
| 09:50 | The Complete Guide to RAG Systems https://pub.towardsai.net/the-complete-guide-to-rag-systems-f550f871d793 | |||
| 09:24 | Use AI to Detect AI-Generated Text (9) Results (Testbed5) https://createmomo.medium.com/use-ai-to-detect-ai-generated-text-9-results-testbed5-494ef32526de | |||
| 08:37 | The AI Surge and Science Communication: Is the Era of “Elite Knowledge” Over? https://medium.com/@rebiai.abdelkrim1/the-ai-surge-and-science-communication-is-the-era-of-elite-knowledge-over-e0beb20b6f37 | |||
| 08:27 | Building a GitHub Automation Agent Using Llama.cpp https://medium.com/@saumya18921/building-a-github-automation-agent-using-llama-cpp-660cd29255a7 | |||
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124