LLM News and Articles

https://www.kapa.ai/blog/how-we-prune-rag-context

https://medium.com/@sebuzdugan/three-llama-cpp-flags-turned-a-1-4tb-model-into-a-239gb-file-9983b488dd75

https://medium.com/@namohar.2010/token-management-is-the-new-control-plane-for-agentic-ai-architecture-d546fec534f9

https://medium.com/@gokulofficial18602/the-silent-rag-killer-how-noisy-document-layouts-can-burn-70-000-tokens-before-your-first-prompt-57b02489074b

https://towardsdev.com/langchain-in-chains-55-langsmith-54eab8663319

https://medium.com/@meghanaharishankara/own-the-model-your-business-runs-on-go-open-weight-5e173fc25b68

https://medium.com/@anudeepbatchu10/sakana-fugu-vs-claude-fable-5-the-real-ai-race-is-moving-from-bigger-models-to-smarter-8e8f3e105cfd

https://twitter.com/AnthropicAI/status/2074185348142280912

https://pub.towardsai.net/mcp-goes-stateless-on-july-28-is-your-audit-trail-still-intact-e1f9155469fb

https://medium.com/@ryankr147/i-asked-4-llms-which-pinnacle-odds-api-to-use-heres-what-they-got-wrong-and-right-34ad57b41b52

https://medium.com/@reachyogeshchavan/when-your-pdf-parser-returns-26-pages-of-nothing-75f76e2b0364

https://tessaschlesinger.medium.com/most-fascinating-conversation-between-a-profoundly-gifted-autodidact-and-google-ai-e19bf82fb3ce

https://medium.com/@ffguci8/fable-5-is-back-e426d241d0b7

https://medium.com/@srijana2408/when-data-learns-to-think-the-llm-revolution-using-ai-0680f6a6bd74

https://arstechnica.com/tech-policy/2026/07/anthropic-outed-for-claude-tracker-that-secretly-monitored-chinese-users/

https://medium.com/@guptaom750/giving-my-agent-a-memory-is-what-made-it-cheap-to-run-4c2e73dcf6f4

https://www.theverge.com/ai-artificial-intelligence/961311/anthropic-claude-science-ai-drug-development

https://medium.com/@ruipcf/meet-septa-the-ai-hacker-that-knows-what-it-doesnt-know-1573f07419af

https://pub.towardsai.net/claude-saved-a-dying-tomato-plant-you-can-watch-it-live-right-now-845d86003060

https://thenewstack.io/microsoft-frontier-forward-deployed/

https://naggelidis.medium.com/the-economy-of-tokens-the-new-cost-layer-of-software-fced153f413a

https://medium.com/@eric_54205/the-zero-nobody-taught-me-to-look-for-c91bd36b619c

https://huggingface.co/blog/Photoroom/prx-part4-data

https://medium.com/@manishkumarmk225533/intellibooks-explains-what-happens-when-you-call-any-llm-api-cfc09a3fb035

https://cicadamm.medium.com/the-llm-revolution-in-search-and-marketing-inside-the-conversation-between-maxim-moris-zain-khan-9c5bc7a4c628

https://towardsdev.com/dont-let-them-hook-you-877cb2dad73c

https://medium.com/@bmache.edu99/stop-building-agents-start-composing-patterns-c902cb4f18f0

https://medium.com/@sdplacement8/the-new-era-of-creator-commerce-why-discoverability-is-becoming-the-biggest-challenge-and-how-ai-1d06e8a45750

https://medium.com/@ThatAIEngineer/from-one-api-call-to-a-pipeline-what-running-it-actually-showed-f9a59a9fe225

https://pub.towardsai.net/the-architecture-of-personal-intelligence-why-notes-apps-are-not-enough-c855c84b178d

https://thetalkingapp.medium.com/spring-ai-recipe-applying-input-guardrails-with-safeguardadvisor-6177541fb22f

https://medium.com/@annie_7775/updates-953a2f7f1232

https://pub.towardsai.net/the-great-ai-replacement-hit-a-spreadsheet-microsoft-and-uber-cant-afford-their-own-agents-958bfeeeeacd

https://medium.com/aimonks/how-i-found-the-sweet-spot-between-model-complexity-and-generalization-985c9fc6288f

https://medium.com/centric-consulting-techxplore/cognitive-llm-agents-in-agile-teams-redefining-collaboration-33d8b43158e0

https://medium.com/@patriwala/llms-are-not-smart-yann-lecun-and-the-push-toward-world-models-e48ce0c53b18

https://blog.mozilla.ai/introducing-otari-the-open-source-llm-control-plane/

https://medium.com/@nicholasrussellconsulting/what-is-the-smallest-unit-of-language-its-not-a-word-e5360d93260d

https://medium.com/@rudraneel93/the-mcp-security-gap-nobodys-closing-and-why-it-s-your-problem-now-677241289efa

https://raheeljunaid.com/blog/anthropics-method-to-losing-goodwill-in-a-few-easy-steps/

https://medium.com/@stalin.samuel/ai-training-data-services-the-complete-enterprise-guide-to-building-accurate-ai-models-2026-ada007fb3c3f

https://medium.com/kipps-ai/prompting-vs-looping-the-shift-from-ai-conversations-to-ai-systems-3ea06502ed20

https://medium.com/tr-labs-ml-engineering-blog/is-your-ai-system-ready-for-the-next-model-deprecation-39a9692f70c3

https://bluetickconsultants.medium.com/open-weight-ai-explained-inside-glm-5-2s-release-5256b15cd2c2

https://medium.com/adi-insights-innovations-collective/claude-just-made-a-comeback-and-nobody-saw-it-coming-eca868817f31

https://medium.com/@tim_62250/it-already-knew-740796027727

https://medium.com/@mariano215/agent-model-harness-the-eleven-primitives-that-separate-reliable-ai-agents-from-coin-flips-6c4312044bad

https://github.com/kristofers322/SvelteChatKit

https://medium.com/@lanavajasuiza/your-model-in-production-is-already-wrong-retraining-drift-and-continuous-evaluation-1a031a6edecf

https://medium.com/@nimeshka/i-analyzed-146-of-my-own-ai-coding-sessions-heres-what-i-learned-8dcf0ada7740

https://medium.com/@anuavinash1986/simplifying-llm-deployment-on-aks-with-kaito-dd440828293d

https://medium.com/@leventbulut_17072/the-end-of-script-doctoring-and-parametric-analysis-levent-bulut-c87731cd1d9c

https://blog.stackademic.com/i-used-claude-haiku-4-5-d5901a92c0e8

https://medium.com/@simplismartai/gemma-4-deployment-how-to-run-googles-most-capable-open-multimodal-model-in-production-1a362c391ef7

https://medium.com/@writeronepagecode/looking-inside-large-language-models-be2eb2a3b682

https://medium.com/@sebuzdugan/tensorrt-llm-is-fastest-and-costs-you-28-minutes-every-deploy-0ab416da70c0

https://www.edgee.ai/blog/posts/introducing-compressor-v2-three-compression-layers-measured-end-to-end-for-a-50-cost-reduction

https://medium.com/@ritikaushik240/how-gts-delivers-high-quality-llm-data-collection-for-enterprise-ai-366ce96e0573

https://medium.com/centric-consulting-techxplore/revolutionizing-project-management-the-role-of-natural-language-processing-nlp-b1f71ec2b9ed

https://medium.com/@neelopphersyed7/harness-template-library-10-production-grade-ai-agent-templates-with-15-shared-infrastructure-eaa62217c772

https://medium.com/@alifurkangokce/ai-%C3%A7%C4%B1kt%C4%B1s%C4%B1n%C4%B1-nas%C4%B1l-test-edersin-llmler-i%CC%87%C3%A7in-evals-rehberi-7a19452c3673

https://medium.com/@lchieregato/the-na%C3%AFve-colossus-f4b4473b14ff

https://medium.com/@hitendrib/mastering-qdrant-collection-management-the-definitive-guide-to-zero-downtime-vector-ops-a17120689aa4

https://medium.com/@adi_leviim/why-geminis-export-feature-is-broken-and-what-actually-works-c8b1f0e72e15

https://medium.com/adi-insights-innovations-collective/ai-update-july-6-2026-the-worlds-governments-finally-show-up-to-the-ai-table-c1fd3a3821be

https://ai.plainenglish.io/cloudflare-just-rewrote-the-rules-for-how-ai-gets-its-training-data-04f9110f8edf

https://python.plainenglish.io/security-controls-that-travel-with-your-data-hardening-enterprise-rag-2de740c6c08f

https://medium.com/@karanc4143/what-actually-a-transformer-1a82f1890561

https://ayoubzulfiqar.medium.com/loop-engineering-the-14-step-roadmap-from-prompter-to-loop-designer-0f1fe7700065

https://ai.plainenglish.io/beyond-chatgpt-designing-ai-systems-with-long-term-memory-342f79f66a30

https://medium.com/@OluwaTife/chatgpt-isnt-lying-to-you-it-s-doing-exactly-what-it-was-built-to-do-4243fa82d19b

https://medium.com/@cibidarwin1996/how-can-i-become-an-ai-engineer-in-2026-without-a-computer-science-degree-785f12002bfb

https://medium.com/@bluecrystalsolutions1/private-llm-with-rag-how-businesses-can-safely-use-internal-documents-with-ai-2108c494da13

https://www.marktechpost.com/2026/07/05/sakana-ai-launches-sakana-translate/

https://github.com/croit/llm-gateway

https://www.ft.com/content/7bff5ad3-a7dc-4641-be97-7f383446ff75

https://www.marktechpost.com/2026/07/05/synthetic-sciences-releases-openscience-an-open-source-model-agnostic-ai-workbench-for-machine-learning-biology-physics-and-chemistry-research/

https://www.marktechpost.com/2026/07/05/training-gemma-3-for-structured-mathematical-reasoning-with-tunix-grpo-lora-adapters-and-gsm8k-rewards/

https://medium.com/@satyaprakashkadarla/day-2-understanding-large-language-models-llms-258064591c2f

https://belovroman.medium.com/jtbd-from-user-reviews-an-llm-pipeline-that-replaces-weeks-of-work-8bda3458e465

https://medium.com/codetodeploy/the-end-of-the-docker-bottleneck-how-dockerless-is-revolutionizing-ai-coding-agents-bb2f79bc1ff2

https://blog.gopenai.com/%EF%B8%8F-openai-just-built-its-first-ai-chip-meet-jalape%C3%B1o-the-processor-that-could-cut-chatgpt-costs-2b846d355dfa

https://medium.com/@nandinigattani/ai-agent-evaluation-why-we-spend-too-much-time-building-ai-agents-and-not-enough-time-measuring-b2b40027d2dd

https://medium.com/@info.stylicai/the-future-of-ai-fashion-photography-the-definitive-guide-0c45e7172488

https://medium.com/@aletheiaproject/beyond-the-archetype-cage-building-minds-with-100-dials-58e3439520db

https://medium.com/@hello_27440/why-i-think-every-enterprise-will-eventually-need-an-ai-control-plane-fa45e3a87f6f

https://msharjeelbaig.medium.com/what-is-chain-of-thoughts-b9626e7ae759

https://kawsar34.medium.com/why-llms-hallucinate-when-ai-sounds-right-but-gets-it-wrong-e3387625336b

https://aditi248.medium.com/if-ai-has-a-limited-memory-how-can-it-read-a-500-page-pdf-4853bb2aecbf

https://medium.com/@p.kushagra22/the-langchain-models-module-the-one-abstraction-that-actually-saves-you-time-3ab355d0b919

https://medium.com/@mohsen.kheirandishfard/lora-fine-tune-a-big-model-on-a-small-machine-without-losing-accuracy-ebeb98c9f01b

https://yolo-auto.com/

https://medium.com/@hjwasim/why-stateful-ai-agents-dont-scale-e79adc78aaea

https://twitter.com/thsottiaux/status/2073933490513752151

https://pub.towardsai.net/why-a-3b-ai-model-can-beat-a-70b-one-its-not-about-model-size-anymore-b4c12a64edf7

https://huggingface.co/blog/revamped-kernels

https://chierhu.medium.com/solving-hard-problems-at-the-research-engineering-boundary-methodology-for-frontier-machine-e870358361b6

https://chierhu.medium.com/how-to-solve-hard-technical-problems-at-the-boundary-between-research-and-engineering-3b50ecc5f9d3

https://medium.com/@ashfaqbs/loop-engineering-the-next-step-after-prompt-engineering-45ee2ef9ff10

https://itnext.io/building-a-serverless-crypto-analysis-pipeline-with-aws-bedrock-413910040190