LLM News and Articles

https://medium.com/ai-simplified-in-plain-english/the-end-of-amnesia-a-new-physics-of-intelligence-2b59a92f1643

https://medium.com/ai-simplified-in-plain-english/the-architecture-of-permanence-a-new-epoch-of-deterministic-cognitive-engineering-e17bbc234e5d

https://pub.towardsai.net/anthropics-fable-5-was-the-warning-openai-s-gpt-5-6-bf064e3c5d2f

https://medium.com/@murillo.john.copywriter/have-you-ever-told-ai-what-to-value-instead-of-prompting-it-what-to-do-62022fce74ef

https://medium.com/@angela.shi/rag-why-top-k-embeddings-return-the-confidently-wrong-answer-and-how-routing-fixes-it-f9c6e1423567

https://medium.com/@sylvesterranjithfrancis/your-agent-will-crash-and-it-will-overspend-i-built-the-runner-that-survives-both-fd35ffc7dbb4

https://cloudsignal.medium.com/prompt-injection-attacks-and-hidden-security-risks-in-llm-applications-56f0bfee8c19

https://medium.com/@eakhil711/i-built-a-3d-visualizer-to-finally-see-how-llms-are-trained-across-a-gpu-cluster-56e8a4032926

https://ai.plainenglish.io/essential-metrics-for-large-language-model-performance-1c2551f716ef

https://medium.com/@babu_57763/my-secret-ai-life-setting-up-a-private-copilot-on-openclaw-and-the-bills-that-made-me-cry-f05467e5ef77

https://retailenthusiast.medium.com/agentic-commerce-is-where-mobile-was-in-2009-5a51721642ac

https://medium.com/@sulistef/i-finally-ran-an-llm-on-my-own-machine-and-it-changed-how-i-think-about-owning-my-ai-7b2254fc994d

https://old.reddit.com/r/OpenAI/comments/1unbqyd/openai_is_fasttracking_its_own_ai_agent_phone_for/

https://github.com/bharadwaj-pendyala/sidenote

https://github.com/SakanaAI/fugu

https://medium.com/@more0050/stop-letting-your-ai-agent-remember-every-mistake-edff4b70019c

https://medium.com/@alby2381/llm-part-8-token-sampling-b61b8e625f08

https://medium.com/@rohannishita1648/udaan-cognee-giving-indian-sport-a-memory-that-never-forgets-an-athlete-fd34545658d7

https://pub.towardsai.net/llm-as-a-judge-the-complete-guide-to-automated-evaluation-at-scale-with-azure-ebe36b574e15

https://jacquescoulardeau.medium.com/the-final-goal-of-silence-is-to-be-heard-from-q1-to-q5-f8d5a1bb0ad8

https://ai.plainenglish.io/the-critic-agent-the-cheapest-way-to-halve-your-llms-mistakes-1f18c976e29b

https://quickchat.ai/post/expose-ai-agent-as-mcp-server

https://medium.com/@iremsuupalaa/yapay-zeka-nas%C4%B1l-hat%C4%B1rlar-python-ve-langchain-ile-ai-agent-mimarilerinde-haf%C4%B1za-memory-y%C3%B6netimi-9a30946a322b

https://medium.com/@rsakhuja2/testing-multimodal-llms-on-location-recognition-b9e045190ff8

https://medium.com/@marimuthu04032002/selective-hallucination-evaluation-she-abc9f25285dd

https://medium.com/@anik.k.jha/nvidia-just-made-diffusion-models-practical-for-text-the-twotower-breakthrough-70e79d1e2b4c

https://medium.com/@suvasism/routing-llm-inference-in-production-at-openai-fe57e75aefc5

https://medium.com/@rohanjain200461/continuum-91f2d00bfb28

https://adityamangal98.medium.com/the-new-battlefield-ai-systems-autonomous-agents-and-the-rise-of-modern-vapt-9fa6855ce18f

https://medium.com/@solak.mert/prompt-engineering-is-the-easy-part-context-engineering-is-the-real-job-d9609479dcfe

https://medium.com/@hebrewbyinbal/learn-the-hebrew-verb-that-does-everything-how-one-word-unlocks-dozens-of-real-conversations-ad9fbced6ab9

https://medium.com/@sebuzdugan/frontier-models-catch-a-faked-tool-call-11-6-of-the-time-fe5c3862688b

https://medium.com/@rvellan7/ai-agents-explained-who-really-decides-when-an-ai-task-is-complete-c1959e3fccf5

https://medium.com/@kulkarnishashank2422/beyond-ragas-a-five-layer-framework-for-evaluating-production-rag-systems-7dc03e2fa39b

https://pub.towardsai.net/you-can-run-a-real-ai-llm-model-on-your-laptop-tonight-heres-the-10-minute-version-c7e2e011054b

https://medium.com/@aayushipatel135/metadata-enrichment-in-rag-the-secret-ingredient-for-better-retrieval-0ef11f703754

https://medium.com/@shreyans_padmani/understanding-modern-ai-architecture-llms-rag-ai-agents-mcp-1370d7bfa01e

https://medium.com/innernet-world/llm-engineering-guide-architecture-to-interview-mastery-db40fc3acbb9

https://medium.com/@learncalibreos/how-ai-agents-actually-remember-things-a-guide-to-agent-memory-systems-79d3940e70c5

https://medium.com/@himeshray1997/understanding-large-language-models-llms-through-real-world-examples-c106920f251f

https://medium.com/@rudranilmaity01/i-built-a-local-ai-powered-ad-blocker-that-filters-your-dns-traffic-in-real-time-c4da3ebd375b

https://medium.com/@re7dworschak/antigravity-helping-on-edge-ai-46f1d95283b7

https://medium.com/@dev_shivam_thakur/agents-and-sub-agents-breaking-down-how-ai-systems-make-decisions-7a3467fe7849

https://medium.com/@mpuig/the-harness-is-becoming-infrastructure-dont-bet-on-it-41a6545d6437

https://medium.com/@surabythangarajah/foundations-of-ai-llms-understanding-generative-ai-transformers-temperature-and-context-6e370a13c5f3

https://pablojimenezmateo.github.io/microide/

https://api.aifreeaistack.com

https://medium.com/@krishnafattepurkar/the-inference-stack-explained-vllm-kserve-llm-d-and-the-new-devops-job-of-serving-ai-models-cb7a1e861510

https://medium.com/@simaynglu/llmleri-anlamak-1-text-embeddings-nedir-ve-neden-yapay-zek%C3%A2n%C4%B1n-temelidir-81baf9881f07

https://medium.com/@mertcan7aydogan/local-llm-performans%C4%B1n%C4%B1-nas%C4%B1l-%C3%B6l%C3%A7eriz-d%C3%BCnyada-en-%C3%A7ok-kullan%C4%B1lan-metotlar-2b2ef0da0484

https://medium.com/@simaynglu/from-prompt-to-production-7-chatgpt-ger%C3%A7ekten-konu%C5%9Fmay%C4%B1-hat%C4%B1rl%C4%B1yor-mu-0137d88809c7

https://codefarm0.medium.com/the-invisible-disaster-part-3-be4bdd290610

https://ai.gopubby.com/agentic-engineering-the-old-dream-of-programming-in-natural-language-is-finally-here-64564a8e9472

https://github.com/prahladyeri/gubbi

https://pub.towardsai.net/month-in-4-papers-may-2026-738dbc82b206

https://medium.com/@yangshuobb/why-did-anthropic-restrict-claude-access-in-china-the-real-change-may-not-be-access-control-e3362886cffe

https://medium.com/@kansaramadhura/dont-let-the-llm-dispatch-building-reliable-multi-agent-systems-ba2c1664d0d2

https://medium.com/@donieltripura121/what-spec-driven-development-really-is-157f0d1541a3

https://medium.com/@arnabdas2753/the-20-ai-terms-every-engineer-should-know-before-their-next-standup-8283118625e2

https://www.theguardian.com/technology/2026/jul/04/openai-apparent-failure-visit-key-site-questions-stargate-uk-project

https://medium.com/@qasimali7566675/llm-vs-slm-vs-fm-choosing-the-right-ai-model-for-the-job-279837720ca0

https://medium.com/@jayanthi.syamala/the-smartest-thing-youll-ever-do-with-ai-is-knowing-when-to-close-it-86edadfa816a

https://medium.com/@anggapradanaa/fine-tuning-llm-dengan-teknik-qlora-untuk-asisten-bahasa-indonesia-8c423bd4f60a

https://medium.com/@vimit.creator/ai-agents-are-just-llms-tools-a-loop-cd4cc5f9c1a6

https://medium.com/no-time/fable-5-just-got-exposed-here-is-the-truth-61935a5eaa53

https://medium.com/@ahmetarifoz.aaz/qwen3-7-plus-lost-2-hp-to-a-room-it-answered-correctly-b1086e9a898a

https://medium.com/@adityabhatia89/the-agent-didnt-know-it-was-doing-anything-wrong-1a176270a6c4

https://medium.com/adi-insights-innovations-collective/my-story-was-banned-for-prompt-and-token-neither-word-was-in-it-c72c43e43703

https://medium.com/@writeronepagecode/tokens-and-embeddings-b598ec8db5a5

https://medium.com/@simranjeetsingh1497/loop-engineering-part-3-build-a-loop-engineered-daily-dev-assistant-5d40b54cc447

https://medium.com/@himanshu.sharma.for.work/visualizing-document-embeddings-with-langchain-chroma-and-t-sne-3361094d0970

https://hamiltonianresearch.xyz/blog/hr-diffuse-1.html

https://medium.com/@learncalibreos/model-context-protocol-explained-why-mcp-is-not-just-fancier-function-calling-39ee5105f22b

https://osintph.medium.com/how-fable-5-found-the-ssrf-in-my-phishing-scanner-f4b72d95042b

https://medium.com/@shereshevsky/everyone-is-writing-skills-for-their-agents-almost-nobody-can-say-when-theyre-complete-e686e3b288db

https://medium.com/mlworks/agent-tracing-with-mlflow-langchain-and-ollama-45b007f201db

https://medium.com/from-prd-pr-product-release/one-run-is-an-anecdote-five-runs-are-evidence-a4bf681a78fb

https://theguptalog.blogspot.com/2026/07/100-authors-sue-anthropic-for-75m.html

https://medium.com/@adi_leviim/ai-toolbox-full-text-search-for-chatgpt-find-any-message-in-your-history-60fef2c7d2a9

https://geometrein.medium.com/introducing-surus-your-agentic-postgres-companion-f25dca3b2120

https://medium.com/@ayush29bit/why-can-a-model-learn-without-changing-its-original-weights-b291b60d6737

https://medium.com/@shrinivas.personal/how-ai-models-claim-that-they-are-the-best-ebe0b00338bb

https://medium.com/@arsen.apostolov/3-llm-backends-1-rtx-3090-who-wins-the-ram-spill-test-61027af9efce

https://medium.com/@mpservices703/ai-ethics-the-5-biggest-risks-nobody-talks-about-2026-277182482ba2

https://medium.com/@sebuzdugan/how-to-fine-tune-a-7b-model-for-three-dollars-on-one-gpu-432eb04ba010

https://handmadeoasis.com/llms-as-a-different-kind-of-intelligence/

https://amanjaiswalofficial.medium.com/your-ai-isnt-private-here-s-how-i-took-back-control-eb73e3b1cd3a

https://medium.com/@chitranshpanwar100102/i-built-git-for-ai-conversations-in-7-days-heres-everything-that-went-wrong-and-right-96532a371588

https://medium.com/@bulanramai2558/3799181c7e5a-the-anatomy-of-an-interface-fracture-and-the-silent-vulnerability-of-google-search-bf860c53ea4f

https://medium.com/@gptlocalhost/i-built-an-ai-workflow-where-one-word-document-can-write-another-41c793de943a

https://medium.com/@lukeejjj/pebira-documenting-the-culture-emerging-from-artificial-intelligence-8e5e42e1aa79

https://medium.com/@krishnahutrik.n/your-agents-reasoning-might-be-a-lie-it-tells-itself-098a64d92766

https://medium.com/@master_58978/ai-workers-should-write-data-not-code-the-71-token-reduction-pattern-no-one-documented-yet-468e8c4a6963

https://www.local-mcp.com/en

https://medium.com/@Vamsi.annamreddy/when-to-use-a-chatbot-workflow-or-agent-d2f72d75fc9a

https://medium.com/@Noah99/why-your-prompts-arent-the-problem-11a5d8bc699e

https://old.reddit.com/r/LLMDevs/comments/1udpw9h/just_got_this_response_from_claude_what_is_going/

https://medium.com/@h.yura.a/intelligence-is-the-distribution-of-attention-047a65a16d84

https://pub.towardsai.net/how-to-control-ai-agent-actions-in-real-production-systems-241c277fa8ed

https://chierhu.medium.com/how-to-shaping-ai-agents-personality-b162ae3cc224