LLM News and Articles

https://brainbaking.com/post/2025/07/pair-programming-with-chatgpt-an-experience-report/

https://vardhmanandroid2015.medium.com/built-an-agentic-ai-that-reads-request-for-proposals-and-writes-technical-proposals-in-minutes-7977363f3842

https://medium.com/@pankaj_pandey/the-power-of-pytorch-and-vllm-together-3cb03c35f349

https://psbigbig.medium.com/the-drunk-mode-manifesto-how-im-redesigning-the-future-of-ai-one-txt-at-a-time-4e7660b99321

https://medium.com/@raqueeb/llm-vs-slm-bb22c42406ab

https://medium.com/@abdullah.iu.cse/rag-generative-ai-interview-questions-and-answers-0b673d2b56c1

https://vikram-suthar.medium.com/the-last-guide-youll-everneed-on-mcp-servers-8506b9a0b590

https://medium.com/algomart/building-intelligent-agent-workflows-with-autogen-a-practical-guide-for-engineers-0f370275edf1

https://medium.com/@cprasad362/the-spark-of-a-revolution-is-ai-about-to-make-everyone-an-app-developer-1d996d941495

https://medium.com/@ramanan.venkat.v/algorithmic-bias-in-large-language-models-and-the-open-source-dilemma-02c8a6685b6a

https://medium.com/@dipankar0705018/llamaindex-101-building-llm-agents-with-llamaindex-and-hugging-face-8843183ee5ec

https://medium.com/firebird-technologies/building-sql-trainer-ais-backend-a-full-walkthrough-cea7789bda9f

https://astikrawat.medium.com/course-and-exam-review-caisp-ai-security-and-llm-by-practical-devsecops-4773a20fd2b6

https://medium.com/data-science-in-your-pocket/lora-leak-unveiling-membership-inference-vulnerabilities-in-fine-tuned-language-models-7c4adc321d39

https://medium.com/ai-disruption/openais-new-ai-browser-is-about-to-shake-the-web-can-it-really-challenge-chrome-d972876d1ba5

https://medium.com/@mketkar_93090/chapter-2-peeking-into-cross-attention-9a0c15717e2c

https://blog.voyageai.com/2025/07/23/voyage-context-3/

https://medium.com/@mandeep0405/kv-cache-in-transformers-memory-optimization-e416a81b3c02

https://medium.com/@markfriedlander/building-the-hal-10-000-5b2346d75a42

https://medium.com/@info_89810/train-the-bots-earn-the-mentions-1b47f6a28fcf

https://github.com/LaunchPlatform/beangrid

https://medium.com/@deekshags19/from-librarians-to-analysts-rag-vs-agentic-rag-in-the-real-world-f1ea3c711893

https://www.eff.org/deeplinks/2025/07/radio-hobbyists-rejoice-good-news-lora-mesh

https://medium.com/h7w/building-a-modular-ai-micro-agent-architecture-on-kubernetes-from-ollama-to-kserve-and-beyond-25e19217defa

https://medium.com/data-science-collective/how-i-built-a-fully-functional-ai-knowledge-assistant-in-a-weekend-2c4285fe8a7b

https://www.jalopnik.com/1922324/how-bugatti-tests-w16-mistral-before-delivery/

https://medium.com/@techgeorge/azure-ai-services-vs-azure-ai-foundry-building-features-or-products-0e4ed392cee4

https://medium.com/@harsshan006/mastering-prompt-design-in-vertex-ai-my-experience-with-google-clouds-generative-ai-stack-48c47ca2aab2

https://medium.com/data-science-collective/cracking-the-cold-start-customer-segmentation-problem-with-llms-543d0cf2fe1d

https://medium.com/@MWTechInsights/from-scratch-to-smart-how-pretraining-and-fine-tuning-create-powerful-llms-eb51dc7f9834

https://medium.com/@cvarma2311/the-language-of-foundation-models-key-terms-you-must-know-c461af74c29b

https://energy.inference.net/

https://medium.com/@generative-world/as-businesses-increasingly-adopt-retrieval-augmented-generation-rag-to-power-intelligent-dddd591c0fd1

https://leonfurze.com/2025/07/21/everything-ive-learned-so-far-about-openais-agents/

https://medium.com/@navaneethamarnath/agentic-illusions-expectations-vs-reality-ef8058416cdf

https://medium.com/@raghavsharma6002/lora-and-beyond-a-practical-guide-to-fine-tuning-large-language-models-691f87310e80

https://medium.com/data-science-collective/how-llms-are-learning-to-speak-biology-and-allowing-scientists-to-approach-it-in-novel-ways-84da8eb9763e

https://svvlozlem-carkit.medium.com/prompt-engineering-b51a74098c36

https://medium.com/@suseela.qa19/project-name-sentiment-analysis-web-app-d6f4961eefc3

https://lixinso.medium.com/small-models-big-impact-how-slms-llms-are-reshaping-the-2025-ai-stack-4bb3ca1b6a4b

https://generativeai.pub/prompt-engineering-for-excel-data-qa-how-i-use-language-models-to-validate-and-clean-spreadsheets-74087c906b92

https://medium.com/data-science-collective/use-llamaindex-workflow-to-create-an-ink-painting-style-image-generation-workflow-85993b1de0f4

https://medium.com/@ahmadrezadaryanoosh/title-toward-artificial-epistemology-architecting-non-biological-cognition-beyond-simulation-052bbfbba6c8

https://github.com/inference-gateway/inference-gateway

https://medium.com/@venkatesh.cr/a-decision-centric-view-of-uncertainty-bc081698cbec

https://ai.plainenglish.io/built-with-langgraph-15-hierarchical-agent-teams-4941988698de

https://medium.com/@sailakkshmiallada/understanding-the-two-key-stages-of-llm-inference-prefill-and-decode-59d234939d34

https://medium.com/@aicodex.contact/working-with-llama-3-private-powerful-ai-on-your-local-machine-ce63617de219

https://medium.com/@dhikramadhan008/talk-with-your-database-build-a-simple-rag-application-using-langchain-groqapi-and-streamlit-6cb82df92af1

https://medium.com/@pauldesai/the-glyph-of-becoming-why-i-stopped-chasing-ai-and-started-remembering-myself-b3e6a12ae1d5

https://macodiseas.medium.com/our-intuition-of-chatgpt-is-wrong-77b38d289183

https://medium.com/@aslamhasankhan/building-your-first-llm-agent-a-step-by-step-guide-to-creating-an-intelligent-web-automation-b276c75c708b

https://medium.com/@amitkharche14/the-ultimate-guide-to-large-language-models-build-fine-tune-deploy-119613780ccd

https://germainowono.medium.com/mcp-beyond-the-marketing-hype-18d442ee86df

https://medium.com/@nixonkurian.nk/unlocking-ais-senses-a-beginner-s-guide-to-multimodal-llms-and-embeddings-fcd277ea88a8

https://medium.com/@damianvtran/the-anatomy-of-a-modern-llm-0347afd72514

https://medium.com/@dimi/tutorial-how-to-use-supabase-auth-with-your-fastmcp-server-6fb826573d98

https://medium.com/@manindersingh120996/hands-on-with-transformers-recreating-attention-is-all-you-need-in-pytorch-step-by-step-ecfbf3e1985b

https://medium.com/@nayan.j.paul/designing-an-agentic-solution-gen-ai-for-a-contract-update-assistant-aa60ff71bd79

https://medium.com/@shivamgaur4068/add-llm-superpowers-to-your-spring-boot-rest-api-with-spring-ai-github-co-pilot-and-mcp-c150f8bb71fa

https://medium.com/@tejaswi_kashyap/the-model-context-protocol-mcp-a-new-standard-for-agentic-ai-systems-9f0600f4276c

https://ai.plainenglish.io/langgraph-explained-building-smarter-loop-aware-ai-agents-with-graph-logic-4be6cd271ceb

https://sanjanapilli6.medium.com/data-labeling-in-2025-the-infrastructure-that-still-powers-the-smartest-ai-systems-f81d8e4ecb77

https://medium.com/@amineka9/decoding-context-windows-benchmarking-deepseek-ability-to-handle-128k-tokens-fa3fc8870ca5

https://medium.com/techbits-argusoft/how-to-build-an-ai-ide-from-vscode-start-with-vscodium-5dd7ec77f5c0

https://medium.com/@pamudu1111/llms-in-practice-how-i-choose-the-right-model-f87a49f2b861

https://christiangrech.medium.com/why-trust-is-a-serious-problem-with-ai-dd4a2ba476d3

https://milvusio.medium.com/building-an-open-source-alternative-to-cursor-with-code-context-f6fa947280ec

https://indiequant.medium.com/multimodal-language-models-safety-accuracy-superiority-like-never-before-6adcf88082ef

https://ai.gopubby.com/how-to-build-multi-agent-apps-with-openais-agent-sdk-343adeb50424

https://medium.com/ai-simplified-in-plain-english/when-ai-fails-engineering-prevails-the-future-of-reliable-innovation-c0f9236ade5c

https://ai.plainenglish.io/langchain-tutorial-series-langsmith-for-observability-debugging-and-tracing-part-7-1eed75926c49

https://milvusio.medium.com/build-a-production-grade-chatbot-with-kimi-k2-and-milvus-956298c7d2b6

https://medium.com/@moosabidomoon/%EF%B8%8F-welcome-to-ai-radar-your-eyes-on-the-future-of-generative-intelligence-cd28f6f5df2c

https://medium.com/byte-sized-ai/mlsys-2025-rethinking-key-value-cache-compression-techniques-for-large-language-model-serving-0473503b520c

https://sujith-ps.medium.com/why-i-think-markdown-is-good-2e4433646e08

https://medium.com/@kendrikroy/how-custom-llm-development-services-are-powering-the-next-wave-of-smart-enterprises-41a4f5a66992

https://medium.com/write-a-catalyst/no-code-ai-how-citizen-developers-are-quietly-rewriting-the-rules-of-artificial-intelligence-and-16d084308bd3

https://medium.com/techsutra/from-code-to-api-a-2025-guide-to-deploying-secure-high-performance-llms-on-modal-0350a06b7245

https://medium.com/@dhairyafaria/hallucinations-when-ai-makes-things-up-ebff9889d549

https://medium.com/@sarathchandiran4/revolutionizing-ai-efficiency-how-mixture-of-recursions-mor-is-changing-the-transformer-game-ff32dcdd6b55

https://medium.com/@letsautomate/the-qa-journey-behind-building-a-large-language-model-abd3321e4874

https://medium.com/@puneet_85737/why-enterprises-must-build-their-own-llms-aacff0a5f733

https://medium.com/@letsautomate/building-an-llm-qa-assistant-web-app-from-concept-to-code-b7070e770797

https://medium.com/@sakshipimpale33/from-smart-to-safe-building-runtime-guardrails-for-ai-agents-c17f0c0d92bc

https://medium.com/ai-simplified-in-plain-english/i-have-been-testing-these-5-cli-coding-agents-heres-what-surprised-me-66cb62b0856f

https://medium.com/@patrick.steinhoff/building-a-rag-powered-brand-abuse-detection-system-from-dark-web-to-social-media-6ad91ddc6679

https://medium.com/@prelisa.dahal.biz/the-anatomy-of-current-llm-interfaces-a-designers-complete-guide-150eca860819

https://medium.com/@peeranat.earth/who-is-nutuensai-a-name-not-in-llms-but-real-enough-to-echo-back-13ac3c729987

https://virtue-in-virtuality.medium.com/teenagers-token-streams-the-trouble-with-thinking-4b331e182eb3

https://medium.com/@marketingasia/llm-in-intellectual-property-information-technology-at-university-college-dublin-now-within-f5452f1a53df

https://medium.com/chennai-web-engineering/mastra-an-ai-brain-for-typescript-a5bd1d273d36

https://medium.com/lets-code-future/a-blueprint-for-implementing-rag-at-scale-69c937ac32e7

https://slidescope.medium.com/what-is-llms-txt-file-and-why-is-it-useful-for-seo-or-geo-021ab77e89bb

https://srtpan.medium.com/getting-started-with-langchain-1441215e5673

https://medium.com/@naveenpandey2706/building-llms-from-scratch-lecture-6-creating-input-target-pairs-for-large-language-models-321844f53db3

https://medium.com/data-and-beyond/the-ultimate-rag-hack-use-this-customized-hyde-for-better-answers-28e251332a0b

https://medium.com/@unsignedint/beyond-the-hype-why-thoughtful-engineers-should-be-wary-of-autonomous-genai-coding-5a995dcd1cc7

https://devbysatyam.medium.com/the-rise-of-small-language-models-efficiency-vs-performance-trade-offs-708c7101ee9f

https://medium.com/@u.mair/10-best-practices-for-using-cursor-effectively-122ea65cdd1f