LLM News and Articles

https://medium.com/@aminsiddique95/20-ai-concepts-made-easy-the-one-stop-guide-for-data-engineers-2198a2bdb522

https://medium.com/@courtlinholt/lightrag-a-better-approach-to-graph-enhanced-retrieval-augmented-generation-8617b611cfbe

https://medium.com/@dqzheng1996/how-to-fine-tune-your-llm-a-complete-guide-to-generation-parameters-with-code-2e2868de609e

https://shilpathota.medium.com/deploy-production-ready-llm-in-local-using-kubernetes-with-kserve-5f6b24159f0c

https://medium.com/@alexbuzunov/foundation-models-creating-text-embedding-0a944eb88311

https://medium.com/@drjeffchagas/build-your-own-agentic-ai-assistant-in-google-colab-6882bc5436b9

https://medium.com/coding-nexus/why-is-hybrid-search-necessary-isnt-vector-search-with-embeddings-sufficient-3855575d1a31

https://medium.com/coding-nexus/roma-meta-open-source-agent-framework-for-building-high-performance-multi-agent-systems-2dc51e357101

https://medium.com/@CodeCoup/how-to-expand-the-context-length-of-an-llm-from-2k-to-128k-tokens-b5ba9aed2298

https://medium.com/coding-nexus/rip-fine-tuning-how-stanfords-ace-framework-teaches-ai-to-learn-without-retraining-510f412d8579

https://mayursurani.medium.com/from-zero-to-hero-your-first-postgresql-python-project-coffee-chain-sales-analysis-01-21-401efd25e536

https://medium.com/@eldarsofficial/why-we-ended-up-with-transformers-and-gpt-5c5cf8afe361

https://medium.com/@quarter2/building-your-own-secure-local-ai-web-co-browser-in-linux-mint-e30f28c34a31

https://www.nextplatform.com/2025/10/10/ibm-ships-homegrown-spyre-accelerators-embraces-anthropic-for-ai-push/

https://codelens.ai

https://medium.com/@eternalyze0/is-ai-progress-an-illusion-82f2506973b4

https://medium.com/@shawn-jiang/evaluating-llms-with-amazon-bedrock-part-3-using-deepeval-for-flexible-llm-evaluation-b135f2e8cb2e

https://medium.com/@rhymeshah.uta/prompt-engineering-playbook-10-patterns-that-actually-work-30f795833187

https://nikhil-datasolutions.medium.com/building-a-terminal-based-ai-coding-agent-how-i-brought-deepseekai-to-the-command-line-3a5912e6ed8b

https://publication.hikmahtechnologies.com/building-trading-bots-that-think-like-a-trading-firm-unpacking-the-tradingagents-paper-f975ae5b42df

https://medium.com/@xuq5897/a-minimal-open-source-pipeline-for-reliable-llm-evaluation-c433eeb859aa

https://medium.com/@maxayoub17/how-people-are-using-generative-ai-for-therapy-100002acf5c1

https://medium.com/@bright_razzmatazz_hound_997/solution-architects-will-have-to-use-llms-517948b49e56

https://lzhangstat.medium.com/faiss-facebook-ai-similarity-search-62b22701bee4

https://medium.com/@nikolayv_dev/automating-job-hunt-research-building-an-ai-agent-that-thinks-in-two-phases-b02a0514ef0b

https://medium.com/@balajinbtt/mastering-rag-from-basics-to-building-production-ready-retrieval-augmented-generation-part-1-0aea9506cbf4

https://ai-engineering-trend.medium.com/fine-tuning-is-dead-stanfords-new-paper-ace-letting-models-write-their-own-prompts-8159e5d0a344

https://medium.com/@AThoughtbySnehal/7-free-ai-tools-that-are-so-mind-blowing-they-should-be-illegal-youll-wish-you-knew-sooner-2912ece1a4c9

https://www.data-monger.com/syndeblog/the-alien-artifact-dspy-and-the-cargo-cult-of-llm-optimization

https://medium.com/@dharu.manne/retrieval-augumented-gneration-rag-explained-simply-how-it-makes-ai-smarter-7e4714f34be6

https://medium.com/@aisgandy/turning-pdfs-into-smarter-study-guides-with-a-simple-cli-and-an-llm-37e92936e075

https://medium.com/ai-engineer-experiments/this-trick-helped-me-achieve-98-consistent-accuracy-with-claude-code-48a011b746a3

https://medium.com/@cr.irvine.kc/an-online-course-in-under-an-hour-for-about-a-dollar-61e31c75e6ac

https://github.com/anthropics/prompt-eng-interactive-tutorial

https://medium.com/@kanerika/llm-vs-vllm-which-is-better-for-scalable-ai-inference-082ff4eb47f2

https://atufashireen.medium.com/lets-explore-slm-training-and-inferencing-on-gpu-6e5815283830

https://narmadhaganesan1.medium.com/mastering-the-conversation-a-guide-to-the-prompt-engineering-lifecycle-ea279e431743

https://medium.com/microsoftazure/building-production-ai-with-microsofts-agent-framework-credit-underwriting-case-study-a40d8335d4ed

https://gajabagi.medium.com/rag-vector-search-is-not-enough-bf0d2b8af7e9

https://medium.com/ai-but-make-it-intimate/what-made-chatgpt-feel-real-0c1b389c7617

https://medium.com/@meetkamal/rags-to-riches-learn-rag-to-become-rich-in-ai-expertise-416e01e7207f

https://ai-engineering-trend.medium.com/stop-asking-ai-who-are-you-try-this-opening-line-803b1ef81a48

https://medium.com/@bhagyarana80/7-langchain-production-stories-what-broke-what-survived-0c79a9be50f9

https://medium.com/@sumit-paul/building-custom-tools-and-widgets-for-chatgpt-the-openai-apps-sdk-handbook-fef47a7ba555

https://medium.com/@rootsamet.8034/t%C3%BCrk%C3%A7e-metinler-i%CC%87%C3%A7in-en-uygun-embedding-modelini-nas%C4%B1l-se%C3%A7tim-6b65c8ab223b

https://medium.com/@samuel.tinnerholm/stop-letting-your-llm-make-up-numbers-2c8bf37d604e

https://ai-engineering-trend.medium.com/googles-ai-memory-breakthrough-keeping-agents-from-falling-into-the-same-pit-again-8c1b877a085d

https://michelleluyenga.medium.com/predictive-analytics-reality-check-67-of-models-fail-in-production-951095ecd6fc

https://dhirajkumarblog.medium.com/live-hijacking-ai-llm-cross-prompt-injection-attack-422fcdfe872e

https://statmodeling.stat.columbia.edu/2025/10/11/7-reasons-to-use-bayesian-inference/

https://isitvritra101.medium.com/rag-chunking-mistake-thats-costing-you-80-accuracy-28e7cd5d822c

https://medium.com/minds-on-media/from-tulips-to-transformers-a-brief-history-of-expensive-mistakes-51a2bed7a514

https://medium.com/@niarsdet/a-qa-perspective-on-chronos-when-ai-learns-to-debug-itself-eed34f8359f1

https://medium.com/@mdpman/promptcot-2-0-scaling-prompt-synthesis-for-large-language-model-reasoning-e781a69ee25f

https://medium.com/@manushadilan/llm-tarpits-64daf876060e

https://twitter.com/BlinkDL_AI/status/1976912771985146184

https://medium.com/@programmerraja/2025-voice-ai-guide-how-to-make-your-own-real-time-voice-agent-part-2-e21182803378

https://medium.com/@udtc.us/a-tiny-ai-is-outsmarting-the-tech-giants-and-its-a-game-changer-2f18e95e9ee8

https://medium.com/@connect.hashblock/5-langchain-memory-moves-that-protect-context-64706ba6bbec

https://rileylearning.medium.com/paper-review-making-llms-better-many-to-many-speech-to-text-translators-with-curriculum-learning-454e7a3d2e26

https://medium.com/@anagharamdas2000/tokenization-in-nlp-breaking-down-language-like-building-blocks-the-complete-guide-7d9eef9d097e

https://medium.com/ai-simplified-in-plain-english/tokenization-in-nlp-breaking-down-language-like-building-blocks-the-complete-guide-7d9eef9d097e

https://medium.com/@julyweiss/attention-and-beyond-building-a-hybrid-brain-inspired-language-model-3e6adcc39398

https://medium.com/@bigmandevelopers/can-ai-keep-your-secrets-a-new-approach-to-digital-privacy-f40b900dda2f

https://medium.com/@gjd9959/beyond-the-hype-confronting-the-real-security-risks-of-generative-ai-3e979984a188

https://medium.com/@tomskiecke/5-day-landing-page-revamp-high-impact-zero-design-skills-needed-18875063d427

https://medium.com/@sgt101/llm-complexity-classes-1f5df8279779

https://satyendrakjaiswal.medium.com/prompt-engineering-essentials-master-the-art-of-talking-to-ai-18a72b5f75c0

https://medium.com/@testth02/sql-agent-architecture-from-query-to-insight-with-llms-9417ba208cb4

https://kaiwei-l.medium.com/calling-llm-apis-with-python-via-azure-platform-8816df99ee8b

https://aitokenawards.com/

https://medium.com/macoclock/this-shortcut-catalogs-and-evaluates-your-images-on-disk-or-in-photos-b1fc4854581e

https://medium.com/@manushadilan/comprehensive-guide-to-prompt-injection-and-ai-security-36177431c80c

https://cryptosamadhi.medium.com/gravity-is-the-measure-of-reality-9f22d85a9a08

https://twitter.com/_NathanCalvin/status/1976649051396620514

https://jinlow.medium.com/ai-agent-deployment-architecture-deep-dive-the-complete-guide-to-production-ready-intelligent-4ad680719132

https://ai.plainenglish.io/ai-agent-deployment-architecture-deep-dive-the-complete-guide-to-production-ready-intelligent-4ad680719132

https://medium.com/@dharamai2024/under-the-hood-of-transformers-mastering-automodel-autotokenizer-and-pipelines-part-2-2e4f65fbd9f7

https://medium.com/@bauermartin101/centaur-trading-when-humans-and-machines-trade-together-401c3ccf8ea5

https://medium.com/@AThoughtbySnehal/how-mcp-servers-made-my-coding-845ea288f936

https://iwasnothing.medium.com/privacy-ai-36f501cb8f30

https://medium.com/@taviscaw598964/the-llm-landscape-my-insights-on-where-ai-is-really-going-b203a13915d4

https://medium.com/@khayyam.h/benchmarking-the-giants-how-to-evaluate-llms-1e92e5063694

https://ai.gopubby.com/intel-panther-lake-the-surprising-leap-for-developers-ai-enthusiasts-b36e1ebd62e2

https://medium.com/@sumitv8004/the-unseen-assistant-a-day-in-the-life-powered-by-ai-5d3cf0c98ee0

https://saicharankummetha.medium.com/few-examples-of-bad-prompts-and-how-to-improve-them-e717a1087735

https://medium.com/@jageenshukla/unlock-smarter-jira-searches-ai-that-finds-bugs-before-you-do-6cfe271b78fa

https://medium.com/@isurumahesh97/run-llm-locally-with-no-rules-5ae732ad2fe0

https://medium.com/@acaldwell45/building-a-uap-knowledge-base-week-1-data-collection-e173fed36234

https://medium.com/@meisshaily/research-analysis-on-large-language-models-llms-in-2025-2fc57f5b37a6

https://samghosh.medium.com/next-in-ai-issue-12-fcf85ab58dd0

https://chanduthedev.medium.com/what-is-llm-1f85ffe83d32

https://luluyan.medium.com/list-of-resources-to-build-reasoning-models-589ca2eab371

https://namburisrinath.medium.com/manticore-automated-hybrid-design-minus-pretraining-3c18d2bc34ca

https://guyernest.medium.com/stop-fine-tuning-llm-start-building-mcp-servers-d8205695e055

https://ninza7.medium.com/we-trained-ais-to-compete-they-learned-to-lie-5ce2af877f14

https://sanjayc.medium.com/my-thoughts-on-ai-27c341e004a5

https://medium.com/@ranjanalok1in/implementing-rag-from-scratch-in-google-colab-d661a87c4fbd

https://medium.com/coding-nexus/samsungs-tiny-recursive-model-the-7m-parameter-ai-that-outsmarted-deepseek-r1-gemini-2-5-cbbcfdc83b26

https://medium.com/@digitalzoopsydney/understanding-llms-in-digital-marketing-93d17fcb811f