LLM News and Articles
| Tuesday, 2026-06-30 | ||||
| 10:47 | What is inference engineering? Deepdive https://newsletter.pragmaticengineer.com/p/what-is-inference-engineering | |||
| 10:18 | Show HN: Privacy policy generator for AI apps (LLM disclosure, EU AI Act) https://ai-policy-gen.pages.dev | |||
| 10:03 | How I Built a Multi-Agent AI Chrome Extension That Generates Human-Like LinkedIn Comments https://medium.com/@himanshu231204/how-i-built-a-multi-agent-ai-chrome-extension-that-generates-human-like-linkedin-comments-f85c6787a3a2 | |||
| 10:00 | OpenAI sets up 'warroom' for Codex Token issue https://www.businessinsider.com/openai-codex-usage-limit-warroom-fix-issue-2026-6 | |||
| 08:30 | Anthropic embedded spyware in Claude Code – and attempted to hide it from you https://www.reddit.com/r/ClaudeCode/s/Z690c1Y9Zk | |||
| 07:58 | TurboPrefill: 2.7× faster than llama.cpp Pipeline Parallel on Llama-3-70B https://github.com/ggml-org/llama.cpp/pull/24219 | |||
| 07:50 | How to save AI Token Tax https://medium.com/@bhavik1st/how-to-save-ai-token-tax-f933ad89791c | |||
| 07:47 | Gradient Descent vs Newton-Raphson: The Simplest Explanation https://medium.com/@connectharin/gradient-descent-vs-newton-raphson-the-simplest-explanation-6da466ca912a | |||
| 07:41 | Three Things Gemini Still Can’t Do — One Extension Fixes All of Them https://medium.com/@adi_leviim/three-things-gemini-still-cant-do-one-extension-fixes-all-of-them-c20f3f6b1243 | |||
| 07:35 | How skills, agents, and other AI features work https://medium.com/@muddi900/how-skills-agents-and-other-ai-features-work-a7d95694f667 | |||
| 07:32 | The First Time I Shipped an AI Feature, the Demo Lied to Me https://medium.com/@virenahire.dev/the-first-time-i-shipped-an-ai-feature-the-demo-lied-to-me-6b5cb4bb214f | |||
| 07:22 | The Multi-Million Dollar Token Drain: Why Engineers Need a Strategy for AI Consumption https://medium.com/@karanchauhan1131/the-multi-million-dollar-token-drain-why-engineers-need-a-strategy-for-ai-consumption-18a123204073 | |||
| 07:17 | Git for Context: Versioned Temporal Graphs for AI Agent Memory https://medium.com/@cloud_88239/git-for-context-versioned-temporal-graphs-for-ai-agent-memory-bc28bf5715f3 | |||
| 07:16 | Scientists Built a New Language for AI Agents https://medium.com/the-ai-studio/scientists-built-a-new-language-for-ai-agents-87141984aa7a | |||
| 07:00 | Stop Retrying Your LLM Calls. Fan Out and Fail Over Instead. https://medium.com/@quazimehmoodulhasan/stop-retrying-your-llm-calls-fan-out-and-fail-over-instead-dd303c54792d | |||
| 07:00 | Localito Buddy: A Simple Way to Start Using Local AI https://medium.com/@murata_90507/localito-buddy-a-simple-way-to-start-using-local-ai-97cae0e23e86 | |||
| 06:56 | Build AI Agent From Scratch in Python https://jupyter2607.medium.com/build-ai-agent-from-scratch-in-python-a31766cd0d65 | |||
| 06:54 | What Actually Happens When You Send a Prompt? https://aditi248.medium.com/what-actually-happens-when-you-send-a-prompt-190049d8297a | |||
| 06:52 | The Role of Conversational Datasets in Training Advanced LLMs https://medium.com/@ritikaushik240/the-role-of-conversational-datasets-in-training-advanced-llms-3907744b7865 | |||
| 06:50 | LLM Part 5 — The Transformer Block https://medium.com/@alby2381/llm-part-5-the-transformer-block-c2a1d4eb1fc9 | |||
| 06:41 | Stop Melting Smartphones: How Edge AI Runs Machine Learning on Android Without Killing Battery Life https://medium.com/@vrindamanihar/stop-melting-smartphones-how-edge-ai-runs-machine-learning-on-android-without-killing-battery-life-0a4664861d08 | |||
| 06:04 | Gemma 4 on Cerebras - The Fastest Inference Is Now Multimodal https://www.cerebras.ai/blog/gemma-4-on-cerebras-the-fastest-inference-is-now-multimodal | |||
| 04:19 | The Illusion of Deep Learning: Why AI Needs Brainwaves to Remember https://ai.gopubby.com/the-illusion-of-deep-learning-why-ai-needs-brainwaves-to-remember-5fbe453d13f0 | |||
| 03:47 | Fastllm: A LLM inference library that runs DeepSeek-V4 with 10GB VRAM https://github.com/ztxz16/fastllm | |||
| 03:30 | The Governed Agent Harness — A Pattern for Safe, Reliable LLM Applications https://ai4thelittleguy.medium.com/the-governed-agent-harness-a-pattern-for-safe-reliable-llm-applications-fa2068e35424 | |||
| 03:23 | Snap to AI – One-Keystroke Screenshots to Claude, ChatGPT, etc. (macOS) https://snaptoai.app | |||
| 03:19 | The Timeless Anchor: How Ancient Mathematics Solves the Modern Crisis of Catastrophic Forgetting https://medium.com/ai-simplified-in-plain-english/the-timeless-anchor-how-ancient-mathematics-solves-the-modern-crisis-of-catastrophic-forgetting-bcd2b2604b43 | |||
| 03:14 | Agent-as-a-Router: When Model Routing Learns to Evolve https://medium.com/@mingyang.heaven/agent-as-a-router-when-model-routing-learns-to-evolve-e6e96d2ef250 | |||
| 03:11 | Query Routing in AI Systems: Design Patterns, Pitfalls, and Evaluation https://bekushal.medium.com/query-routing-in-ai-systems-design-patterns-pitfalls-and-evaluation-725c30055b4d | |||
| 03:03 | Out of CUDA Memory? Gradient Checkpointing Lets You Train Models That Don’t Fit https://medium.com/@mohsen.kheirandishfard/out-of-cuda-memory-gradient-checkpointing-lets-you-train-models-that-dont-fit-2edc6f88420b | |||
| 02:31 | Hands-On Hermes Agent Workshop — Only 5 Seats Left https://medium.com/to-data-beyond/hands-on-hermes-agent-workshop-only-5-seats-left-5e04a34bf85e | |||
| 02:31 | How Prompt & Token Pricing Actually Works https://vijayasekhar-deepak.medium.com/how-prompt-token-pricing-actually-works-0928af75b316 | |||
| 02:31 | Why vague prompts become vague systems https://medium.com/@Vamsi.annamreddy/why-vague-prompts-become-vague-systems-dd3ce75a4f23 | |||
| 02:30 | Plumbing the Enclosure: A Supplementary Technical Analysis of Computational Economics, Token… https://medium.com/@bulanramai2558/plumbing-the-enclosure-a-supplementary-technical-analysis-of-computational-economics-token-a257eba63fa9 | |||
| 02:10 | 100 Days of GenAI is back, this time for DevOps Engineers! https://devopslearning.medium.com/100-days-of-genai-is-back-this-time-for-devops-engineers-d09117c7fe40 | |||
| 01:59 | Reports of Anthropic Cutting Usage Limits Again https://old.reddit.com/r/ClaudeCode/comments/1uim4jb/this_is_a_message_for_anthropic_bring_back_the/ | |||
| 01:53 | Show HN: TinyAgents – a Rust based recursive LLM harness https://github.com/tinyhumansai/tinyagents | |||
| 00:05 | Open Memory Protocol – One Memory Store for Claude, ChatGPT, Curso https://github.com/SMJAI/open-memory-protocol | |||
| 00:00 | Featuring Every Eval Ever Results on Hugging Face Model Pages https://huggingface.co/blog/eee-community-evals | |||
| Monday, 2026-06-29 | ||||
| 23:49 | I got GLM-5.2 Hitting Top of Benchmark Speeds, But Let’s Not Sugar-Coat Things https://medium.com/@mgunton7/i-got-glm-5-2-hitting-top-of-benchmark-speeds-but-lets-not-sugar-coat-things-26c6e7e54e1b | |||
| 23:48 | Autonomy Against Reliability https://chierhu.medium.com/autonomy-against-reliability-e52214d60bac | |||
| 23:47 | Foundations and Paradigms of AI: From Gym to the Verifier-Centric Environment https://chierhu.medium.com/foundations-and-paradigms-of-ai-from-gym-to-the-verifier-centric-environment-c3b99a979b29 | |||
| 23:14 | Build your AI Agent in 3 minutes https://medium.com/@sherry_40839/build-your-ai-agent-in-3-minutes-335d186314c0 | |||
| 23:01 | When Does HyDE Help RAG? I Tested 3 Query Types and It Failed on Two https://pub.towardsai.net/when-does-hyde-help-rag-i-tested-3-query-types-and-it-failed-on-two-c8946453de34 | |||
| 22:48 | RAG na Prática: Como Construir um Sistema de Busca Inteligente com LLMs https://medium.com/@marcelo.brito_38479/rag-na-pr%C3%A1tica-como-construir-um-sistema-de-busca-inteligente-com-llms-b4bd4a429aed | |||
| 22:15 | From answering to acting: building a B2B SaaS support agent. https://medium.com/@k.vamsidharreddy/from-answering-to-acting-building-a-b2b-saas-support-agent-80acfb59c674 | |||
| 21:59 | Looping vs Prompting: When Should You Let the Model Think, and When Should You Control the Process? https://medium.com/@geetmanik2/looping-vs-prompting-when-should-you-let-the-model-think-and-when-should-you-control-the-process-e4b4e81531db | |||
| 21:45 | STATE OF THE GRID https://medium.com/ai-but-make-it-intimate/state-of-the-grid-7de0c0e3893d | |||
| 21:39 | Exploring LangGraph — The Basics https://medium.com/@coldstart_coder/exploring-langgraph-the-basics-ff1967b82a15 | |||
| 21:01 | Show HN: Khazad – Transparent Semantic Cache for LLM Calls on Redis Vector Sets https://github.com/GuglielmoCerri/khazad | |||
| 19:47 | Every AI Framework Charges a ‘Formality Tax.’ Here’s How to Pay the Right Amount https://levelup.gitconnected.com/every-ai-framework-charges-a-formality-tax-here-s-how-to-pay-the-right-amount-456196251aa5 | |||
| 19:44 | Why Great Coders Fail Interviews — And What Actually Gets You Hired https://levelup.gitconnected.com/why-great-coders-fail-interviews-and-what-actually-gets-you-hired-ebbc5fe67d1d | |||
| 19:43 | Prompt Drift: Why Production AI Prompts Quietly Stop Working https://levelup.gitconnected.com/prompt-drift-why-production-ai-prompts-quietly-stop-working-50414e831078 | |||
| 19:32 | 3 non-obvious engineering challenges I learned while building my latest RAG application: https://medium.com/@Sangeetha007/3-non-obvious-engineering-challenges-i-learned-while-building-my-latest-rag-application-3f80ddb24e04 | |||
| 19:30 | AI That Teaches Itself: How CORAL Changes the Game https://medium.com/@linz07m/ai-that-teaches-itself-how-coral-changes-the-game-2716741fd2b3 | |||
| 19:30 | Stop Prompting. Start Using Claude Skills. https://yetanotherprogrammingblog.medium.com/stop-prompting-start-using-claude-skills-64c0b8c9b188 | |||
| 19:26 | When Your Attacker Uses the Same AI as Your Defender https://medium.com/@arashaddodhiya4948/when-your-attacker-uses-the-same-ai-as-your-defender-2a27bbaf6194 | |||
| 19:21 | Anthropic, Gavin Newsom make deal allowing CA gov to use Claude at half price https://www.gov.ca.gov/2026/06/29/governor-newsom-announces-a-first-of-its-kind-partnership-providing-anthropic-tools-to-state-agencies-and-improving-services-for-californians/ | |||
| 19:19 | I benchmarked my own AI coding agent. Then I published the parts that don’t flatter it. https://medium.com/@amariah.abish/i-benchmarked-my-own-ai-coding-agent-then-i-published-the-parts-that-dont-flatter-it-3cff2f684dce | |||
| 19:06 | NVIDIA BioNeMo Agent Toolkit Turns Biomolecular Models Into Callable Skills for AI Agents in Drug Discovery https://www.marktechpost.com/2026/06/29/nvidia-bionemo-agent-toolkit-turns-biomolecular-models-into-callable-skills-for-ai-agents-in-drug-discovery/ | |||
| 18:59 | Running LiteLLM as a Proxy in Front of Multiple Model Providers https://medium.com/data-science-collective/running-litellm-as-a-proxy-in-front-of-multiple-llm-providers-528f74ebb30b | |||
| 18:49 | Build Your Own Local AI Coding Agent with Ollama, Continue & MCP https://pub.towardsai.net/build-your-own-local-ai-coding-agent-with-ollama-continue-mcp-8b9b77f70d96 | |||
| 18:02 | DiScoFormer: One transformer for density and score, across distributions https://huggingface.co/blog/allenai/discoformer | |||
| 18:02 | Show HN: Context Warp Drive – deterministic folding for LLM agents https://github.com/dogtorjonah/context-warp-drive | |||
| 17:52 | Publishers sue OpenAI, Microsoft for training ChatGPT with their content https://www.sfgate.com/tech/article/openai-newspaper-lawsuit-22322605.php | |||
| 17:23 | Weight a minute. Open weights can do what now? https://medium.com/rivus-ai-blog/weight-a-minute-open-weights-can-do-what-now-237c5c34a860 | |||
| 17:00 | Relay – open-source coding agent for non-mainstream/Chinese LLM providers https://github.com/LeventeNagy/relay-coding-agent | |||
| 16:52 | Prosecutors used ChatGPT logs in a wildfire trial; jury split 10-2 for defense https://www.theverge.com/ai-artificial-intelligence/958751/prosecutors-chatgpt-palisades-wildfire-arson-mistrial | |||
| 16:47 | Meta uses CXL to reuse old DDR4 and cut some inference fleets by 25% https://www.theregister.com/systems/2026/06/29/zuck-saves-meta-bucks-by-reusing-memory-from-old-servers-with-a-custom-cxl-asic/5263483 | |||
| 16:40 | Tracking Costs, Time and Mistakes On An AI Project https://medium.com/cloud-security/tracking-costs-time-and-mistakes-on-an-ai-project-71fb58dc1c91 | |||
| 16:26 | Can Next-Word Prediction Truly Think? https://medium.com/@outermostkt/can-next-word-prediction-truly-think-6a3540c9976d | |||
| 16:17 | Stop Searching, Start Prompting: 5 Shifts to Master Any AI Chatbot https://medium.com/@proactivemind/stop-searching-start-prompting-5-shifts-to-master-any-ai-chatbot-48c37296344d | |||
| 15:41 | If LLMs Are So Smart, Why Don’t They Know What Happened Yesterday? https://medium.com/@padmavathipachitala2719/if-llms-are-so-smart-why-dont-they-know-what-happened-yesterday-a7abe1ef8bf1 | |||
| 15:33 | Turn Yourself Inside Out: A Better Way to Talk to an AI https://zegerk.medium.com/turn-yourself-inside-out-a-better-way-to-talk-to-an-ai-10294865ff79 | |||
| 15:31 | Prompt Yazmak Artık Yetmiyor: Asıl Yetkinlik Çıktıyı Değerlendirebilmek https://medium.com/@se.azranurgul/prompt-yazmak-art%C4%B1k-yetmiyor-as%C4%B1l-yetkinlik-%C3%A7%C4%B1kt%C4%B1y%C4%B1-de%C4%9Ferlendirebilmek-418a96d8e9e7 | |||
| 15:31 | OpenAI Shipped GPT-5.6. Three Models, One Family, Real Benchmark Movement. https://pub.towardsai.net/openai-shipped-gpt-5-6-three-models-one-family-real-benchmark-movement-e7d76a6a26e0 | |||
| 15:24 | I Kept Hitting “You’ve Reached Your Limit.” Here’s What Actually Fixed It. https://darren-tan0512.medium.com/i-kept-hitting-youve-reached-your-limit-here-s-what-actually-fixed-it-dfd1b917f30f | |||
| 15:19 | Why Agentic Coding Isn’t Getting Cheaper (Even Though Tokens Are) https://medium.com/@gennadii.tsypenko/why-agentic-coding-isnt-getting-cheaper-even-though-tokens-are-d93d7c08dcb1 | |||
| 15:19 | Planning Is Not Thinking Harder. It Is Control Flow https://medium.com/@akashgomia05/planning-is-not-thinking-harder-it-is-control-flow-7a5bc33bda27 | |||
| 15:16 | Architecting RAG on Salesforce Data Cloud: The Hard Truths, Design Patterns, and Pitfalls https://medium.com/@mandeep_53569/architecting-rag-on-salesforce-data-cloud-the-hard-truths-design-patterns-and-pitfalls-b57e9624a004 | |||
| 15:15 | Why Every Serious AI Application Uses RAG Instead of Fine-Tuning https://medium.com/@hiren.patel93/why-every-serious-ai-application-uses-rag-instead-of-fine-tuning-998746cf13e2 | |||
| 15:14 | Previewing GPT‑5.6 Sol: a next-generation model https://medium.com/@sebuzdugan/previewing-gpt-5-6-sol-a-next-generation-model-adc4d74f7a8a | |||
| 15:11 | WSJ Article Claiming China Has Matched Anthropic Is Obvious Nonsense https://thezvi.substack.com/p/wsj-article-claiming-china-has-matched | |||
| 15:11 | The Evidence Trap in AI Distillation Claims https://ai.plainenglish.io/the-evidence-trap-in-ai-distillation-claims-3b71e3b4ade7 | |||
| 15:10 | Does Sparse Attention Work Differently from Dense Attention? https://medium.com/@ilaykosovich/does-sparse-attention-work-differently-from-dense-attention-f5d326114b4e | |||
| 15:05 | You’re Reading the Wrong Numbers When Picking a Local Model https://medium.com/@media_94348/youre-reading-the-wrong-numbers-when-picking-a-local-model-60527895a889 | |||
| 14:36 | How Apple Fit a 20-Billion-Parameter AI Model on Your iPhone https://medium.com/@hirunadilmith5/how-apple-fit-a-20-billion-parameter-ai-model-on-your-iphone-2ff21f36505b | |||
| 13:32 | Fugu Ultra: Frontier Performance Without a Frontier Model https://medium.com/@hatterhandsome/fugu-ultra-frontier-performance-without-a-frontier-model-2f8a3576204d | |||
| 13:01 | GenPage: Towards End-to-End Generative Homepage Construction at Netflix https://netflixtechblog.com/genpage-towards-end-to-end-generative-homepage-construction-at-netflix-77146fba8a08 | |||
| 12:34 | DCD: The RAG Architecture That Finally Admits Your Knowledge Base Is a Mess https://abvcreative.medium.com/dcd-the-rag-architecture-that-finally-admits-your-knowledge-base-is-a-mess-84649e1f0423 | |||
| 11:54 | Top 5 LLM Routing Techniques: Choosing the Right Brain for the Job https://medium.com/mlworks/top-5-llm-routing-techniques-choosing-the-right-brain-for-the-job-cae0f845b355 | |||
| 11:43 | OpenAI, Anthropic new AI spending reality as users shift to efficiency https://www.cnbc.com/2026/06/26/openai-anthropic-new-ai-spending-reality-as-users-shift-to-efficiency.html | |||
| 11:38 | Continuous QA with LLMs https://medium.com/@antonvkrylov/continuous-qa-with-llms-c07b25cc189d | |||
| 11:34 | My Journey from Cybersecurity to AI Security: Understanding the Brain Behind Modern AI https://medium.com/@kspicykunle/my-journey-from-cybersecurity-to-ai-security-understanding-the-brain-behind-modern-ai-1b6e626e8984 | |||
| 11:12 | Demystifying LLMs: An Engineer’s Journey from Deterministic Code to Probabilistic AI https://medium.com/@d.lokesh16/demystifying-llms-an-engineers-journey-from-deterministic-code-to-probabilistic-ai-bac1e3391941 | |||
| 11:08 | AI and Multilingualism Q5: The One Misconception This Book Most Urgently Corrects https://jacquescoulardeau.medium.com/ai-and-multilingualism-q5-the-one-misconception-this-book-most-urgently-corrects-c19603e06ba5 | |||
| 11:08 | Vibecoding example: I set out to build a search bar and ended up with an epic copilot https://medium.com/design-bootcamp/vibecoding-example-i-set-out-to-build-a-search-bar-and-ended-up-with-an-epic-copilot-348bbe1642d3 | |||
| 10:58 | RAG for Enterprise: How to Turn Your Company’s Documents into an Intelligent Knowledge System https://james-wilson.medium.com/rag-for-enterprise-how-to-turn-your-companys-documents-into-an-intelligent-knowledge-system-ce5228f1340c | |||
| 10:41 | Modern Transformer Blocks in LLMs — The Real Reason 2024-Era Models Scale https://medium.com/@zeromathai/modern-transformer-blocks-in-llms-the-real-reason-2024-era-models-scale-bff8ff275a7f | |||
| 10:38 | The Real Reason 70% of Your AI Agent Tokens Are Pure Waste And How to Fix It https://beabouring.medium.com/the-real-reason-70-of-your-ai-agent-tokens-are-pure-waste-and-how-to-fix-it-d8b733f7e87c | |||
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