LLM News and Articles
| Sunday, 2026-03-15 | ||||
| 07:31 | Understanding Graph in LangGraph: A Simple Conceptual Guide to Graph-Based AI Workflows https://medium.com/@pratikmarutest/understanding-graph-in-langgraph-a-simple-conceptual-guide-to-graph-based-ai-workflows-8146ce25cf52 | |||
| 07:14 | What Is Agentic AI And Why Everyone’s Talking About It in 2026 https://medium.com/@satyalk752/what-is-agentic-ai-and-why-everyones-talking-about-it-in-2026-8215b819b815 | |||
| 07:06 | How I Wrote a Million Lines of Code with LLMs https://medium.com/@ormastes/how-i-wrote-a-million-lines-of-code-with-llms-5993642dfa34 | |||
| 07:00 | A2LM: The Free, Self-Hosted LLM Gateway With Auto-Failover Across 8 Providers https://ksrk.medium.com/a2lm-the-free-self-hosted-llm-gateway-with-auto-failover-across-8-providers-edec0874aa61 | |||
| 06:45 | Hierarchical AI Agents: The Missing Architecture for Real Work https://ai.plainenglish.io/hierarchical-ai-agents-the-missing-architecture-for-real-work-b3eea3a343f0 | |||
| 06:45 | I Taught Claude Code to Distrust Its Own Plans https://medium.com/@xaviermalina/i-taught-claude-code-to-distrust-its-own-plans-dd67156f13f1 | |||
| 06:44 | How to Actually Build an AI Agent: Step-by-Step Guide from Goal to Testing https://ai.plainenglish.io/how-to-actually-build-an-ai-agent-step-by-step-guide-from-goal-to-testing-4b08309acc56 | |||
| 05:45 | What the Hell Are LLMs, NLP, RAG, and SLMs? A Simple Guide to AI Buzzwords https://medium.com/@shreyashmogaveera/what-the-hell-are-llms-nlp-rag-and-slms-a-simple-guide-to-ai-buzzwords-6bbe047082b4 | |||
| 04:40 | From AIOps to Agentic SRE: How Reliability Is Becoming Autonomous https://pnerkar.medium.com/from-aiops-to-agentic-sre-how-reliability-is-becoming-autonomous-e56bb54dbf2d | |||
| 04:36 | I Ran Kotlin HumanEval on 11 Local LLMs. An 8GB Model Beat Several 30B Models https://medium.com/@aldo.wachyudi/i-ran-kotlin-humaneval-on-11-local-llms-an-8gb-model-beat-several-30b-models-5c8335ec56e1 | |||
| 04:35 | How to Build a Multi-Agent LLM Pipeline That Processes 1M+ Financial Documents at Scale https://medium.com/@siddhantkulkarni/how-to-build-a-multi-agent-llm-pipeline-that-processes-1m-financial-documents-at-scale-6aeff3f77a7b | |||
| 04:31 | RAG Latency Without the Usual Trade-Offs https://medium.com/@Nexumo_/rag-latency-without-the-usual-trade-offs-34a52107f0ca | |||
| 04:31 | The .NET SDK That Makes Building AI Agents Surprisingly Simple https://medium.com/@nagarajvela/the-net-sdk-that-makes-building-ai-agents-surprisingly-simple-5260ab2af811 | |||
| 04:31 | When RLHF Ratings Start Remembering Yesterday https://medium.com/@bhagyarana80/when-rlhf-ratings-start-remembering-yesterday-fca4426712e9 | |||
| 04:31 | 7 Reward Audit Prompts That Expose Hidden Incentives https://medium.com/@sparknp1/7-reward-audit-prompts-that-expose-hidden-incentives-865be59efe03 | |||
| 03:27 | The Hidden Planning Layer Behind Next-Generation AI Assistants https://vinitpahwa.medium.com/the-hidden-planning-layer-behind-next-generation-ai-assistants-d1709eb4de21 | |||
| 03:25 | Temperature, Top-P, and Tokens — The Knobs That Actually Matter https://medium.com/@stoic.engineer/temperature-top-p-and-tokens-the-knobs-that-actually-matter-5a0b6412cf02 | |||
| 03:20 | Why One AI Model Isn’t Enough for Conversational Recommendations https://vinitpahwa.medium.com/why-one-ai-model-isnt-enough-for-conversational-recommendations-5a44d047ac3c | |||
| 03:19 | The AI Workplace Thesis, Part 1: The 40-Hour Illusion https://medium.com/@kvkthecreator/the-ai-workplace-thesis-part-1-the-40-hour-illusion-1504bab05e2f | |||
| 03:04 | Pourquoi ChatGPT et Gemini récupèrent votre page sans jamais sélectionner votre contenu https://medium.com/@melaniemaquet/pourquoi-chatgpt-et-gemini-r%C3%A9cup%C3%A8rent-votre-page-sans-jamais-s%C3%A9lectionner-votre-contenu-26ae0ac3517d | |||
| 02:56 | Is RAG Still Needed in 2026? https://medium.com/@coded-by-sam/is-rag-still-needed-in-2026-7e03cdafb6ed | |||
| 02:30 | Model Distillation Guide: Compressing LLMs for Edge Efficiency https://ai.gopubby.com/model-distillation-guide-compressing-llms-for-edge-efficiency-b2ed17a0960f | |||
| 02:23 | Revisiting Rust in 2026 https://mdwdotla.medium.com/revisiting-rust-in-2026-ae8720cc7f2c | |||
| 02:10 | GLM-OCR: The Lightweight AI Model Transforming Document Understanding https://blog.gopenai.com/glm-ocr-the-lightweight-ai-model-transforming-document-understanding-092990c167d0 | |||
| 02:03 | Can an LLM read a distributed trace? https://medium.com/@magam.2004/can-an-llm-read-a-distributed-trace-2db33721992a | |||
| 02:00 | Stop saying ‘AI can’t create anything it hasn’t seen before’. That’s ridiculous. https://medium.com/@paul.k.pallaghy/stop-saying-ai-cant-create-anything-it-hasn-t-seen-before-that-s-ridiculous-df99fa733f72 | |||
| 01:33 | How to Build Type-Safe, Schema-Constrained, and Function-Driven LLM Pipelines Using Outlines and Pydantic https://www.marktechpost.com/2026/03/14/how-to-build-type-safe-schema-constrained-and-function-driven-llm-pipelines-using-outlines-and-pydantic/ | |||
| 01:31 | When Agent Memory Learns to Forget https://medium.com/@Nexumo_/when-agent-memory-learns-to-forget-21fb08a88513 | |||
| 01:25 | LLM is Waking https://medium.com/@baber.aykhan/llm-is-waking-c131db355bee | |||
| 01:16 | The Product-Led LLM SEO System https://medium.com/@johnakande/the-product-led-llm-seo-system-d2bbcfecb92e | |||
| 01:09 | Understanding LLM Evaluation and Benchmarking https://medium.com/@bskky001/understanding-llm-evaluation-and-benchmarking-ebbbd7132780 | |||
| 00:31 | How to Choose the Right Generative AI Model for the Right Task https://medium.com/@ml-point/how-to-choose-the-right-generative-ai-model-for-the-right-task-7ae2ed3ba067 | |||
| 00:31 | From Autocomplete to Autonomous: The Evolution of Factory Droid and Its Real-World Pipeline Use… https://thamizhelango.medium.com/from-autocomplete-to-autonomous-the-evolution-of-factory-droid-and-its-real-world-pipeline-use-11da7c3800e2 | |||
| 00:31 | TinyLLMs for Tool-Calling Agents: Why Small Models Are Enough for a Big Part of Production AI https://medium.com/@ashfaqbs/tinyllms-for-tool-calling-agents-why-small-models-are-enough-for-a-big-part-of-production-ai-aeca0e0fffd9 | |||
| 00:07 | The “Exorcism” of AI: An Obituary for a Lost Era https://medium.com/@Corrine_CN/the-exorcism-of-ai-an-obituary-for-a-lost-era-11295e639a65 | |||
| Saturday, 2026-03-14 | ||||
| 23:38 | Evaluating Large Language Models and Agentic Systems https://medium.com/@sidmekarao/evaluating-large-language-models-and-agentic-systems-a1f24db79d48 | |||
| 23:37 | Built with LangGraph! #34: Evaluator — Optimizer Pattern https://medium.com/@okanyenigun/built-with-langgraph-34-evaluator-optimizer-pattern-b5e02d611c5c | |||
| 23:11 | LLM Black-Box Dynamics Attractor-Based Continuity of LLM Personas https://medium.com/@Mr_20dollars/llm-black-box-dynamics-attractor-based-continuity-of-llm-personas-1a974c369a20 | |||
| 23:06 | Your RAG System Is Only As Good As Its Chunks https://medium.com/@sharmaabhineet/your-rag-system-is-only-as-good-as-its-chunks-20de1a776faf | |||
| 22:58 | Your Traces Already Contain the Evidence. Here Is How to Read Them https://lavismiranda.medium.com/your-traces-already-contain-the-evidence-here-is-how-to-read-them-fcbc6eb635de | |||
| 22:55 | AI agents are entering a new phase of autonomy. https://ai.gopubby.com/ai-agents-are-entering-a-new-phase-of-autonomy-f926a470f011 | |||
| 22:47 | The Hidden Intelligence Inside AI: Why Understanding Large Language Models Is The Next Tech… https://medium.com/@nalinipriyauppari/the-hidden-intelligence-inside-ai-why-understanding-large-language-models-is-the-next-tech-6a24262fdf03 | |||
| 22:06 | Your LLM Judge Doesn’t Know What It Thinks https://medium.com/@ghighcove/your-llm-judge-doesnt-know-what-it-thinks-f55bede87905 | |||
| 22:01 | Your AI Agent Just Leaked Your Customer’s Email Address. Here’s How to Stop It. https://medium.com/@spidux.ai/your-ai-agent-just-leaked-your-customers-email-address-here-s-how-to-stop-it-16427aed6de3 | |||
| 21:58 | Context Collapse: Why Semantic Interference Breaks LLMs Before Token Limits Do https://medium.com/@ogunadetoheeb4/context-collapse-why-semantic-interference-breaks-llms-before-token-limits-do-ce48a23b29d2 | |||
| 21:57 | Show HN: Costly – Open-source SDK that audits your LLM API costs https://www.getcostly.dev/ | |||
| 21:47 | Tech boss uses AI and ChatGPT to create cancer vaccine for his dying dog https://theaustralian.com.au/business/technology/tech-boss-uses-ai-and-chatgpt-to-create-cancer-vaccine-for-his-dying-dog/news-story/292a21bcbe93efa17810bfcfcdfadbf7 | |||
| 21:20 | AI Is Causing a New Kind of Burnout https://medium.com/@pthapa1/ai-is-causing-a-new-kind-of-burnout-3867d375d875 | |||
| 21:10 | SQL Injection in the Age of LLMs https://anshika-bhargava0202.medium.com/sql-injection-in-the-age-of-llms-8f722c8f94af | |||
| 21:05 | Any-to-Any Generation: The Architecture of Joint Embedding Spaces https://medium.com/@nandhuskumar246/any-to-any-generation-the-architecture-of-joint-embedding-spaces-3ba2290aaf42 | |||
| 21:04 | The era of free AI is ending — here’s how you’ll pay for it https://medium.com/enrique-dans/the-era-of-free-ai-is-ending-heres-how-you-ll-pay-for-it-2ae819d5e947 | |||
| 21:01 | Andrej Karpathy - AI Exposure of the US Job Market https://karpathy.ai/jobs/ | |||
| 20:46 | Get Past the Hurdles: Integrating AWS Lambda, API Gateway, and Amazon Bedrock for Serverless GenAI https://medium.com/@yilong.wang0104/get-past-the-hurdles-integrating-aws-lambda-api-gateway-and-amazon-bedrock-for-serverless-genai-942e06791f84 | |||
| 20:31 | Every Company is Hemorrhaging Its Most Valuable Asset — And Most Don’t Even Know It https://elesin-olalekan.medium.com/every-company-is-hemorrhaging-its-most-valuable-asset-and-most-dont-even-know-it-fb9666ccea79 | |||
| 20:07 | The Snowball and the Dam https://medium.com/ai-but-make-it-intimate/the-snowball-and-the-dam-de7c5f0e9ef1 | |||
| 19:58 | The Anthropic Institute https://www.anthropic.com/news/the-anthropic-institute | |||
| 19:45 | The Future of Digital Identity: Why Strategy Outperforms Simple Names https://medium.com/@abdosmoa/the-future-of-digital-identity-why-strategy-outperforms-simple-names-2aed00ddc315 | |||
| 19:40 | Google Turned Workspace Into an AI OS. IT Isn’t the Features. https://medium.com/@siddhantnitin/google-turned-workspace-into-an-ai-os-it-isnt-the-features-5342507155d6 | |||
| 19:32 | Running Claude Code on Local LLMs: The Hidden Cost Nobody Calculates https://medium.com/@rishavprof/running-claude-code-on-local-llms-the-hidden-cost-nobody-calculates-c9b81baf5a9d | |||
| 19:23 | Can RL Improve Generalization of LLM Agents? An Empirical Study https://arxiv.org/abs/2603.12011 | |||
| 19:13 | Build a Local AI Coding Assistant with LLMs, Ollama, and Continue and Extend It with Continue Hub https://medium.com/@bhuvayash97/build-a-local-ai-coding-assistant-with-llms-ollama-and-continue-and-extend-it-with-continue-hub-cde79b5235d8 | |||
| 19:13 | The Hidden Trick That Makes Every LLM Fast: Understanding the KV Cache https://medium.com/@eng.fadishaar/the-hidden-trick-that-makes-every-llm-fast-understanding-the-kv-cache-9a5cadad6530 | |||
| 19:11 | Category Theory as a Language for Understanding Large Language Models (LLMs) https://medium.com/@magorelkin/category-theory-as-a-language-for-understanding-large-language-models-llms-3732b6e682b0 | |||
| 19:01 | The Synthesis Revolution: Why NotebookLM is the “Second Brain” You Actually Need https://medium.com/@rogt.x1997/the-synthesis-revolution-why-notebooklm-is-the-second-brain-you-actually-need-afc09e1389a2 | |||
| 18:52 | LangChain Just Released Deep Agents — A Model-Agnostic, Open-Source Evolution of Claude Code… https://medium.com/@dmambekar/langchain-just-open-sourced-the-architecture-behind-claude-code-and-its-called-deep-agents-5151f6155058 | |||
| 18:49 | Top AI Agentic Workflow Patterns That Will Shape AI Systems in 2026 https://lekha-bhan88.medium.com/top-ai-agentic-workflow-patterns-that-will-shape-ai-systems-in-2026-736a3141d0e0 | |||
| 18:36 | LLMs Unleashed: How Language Models Are Transforming AI Today and Tomorrow https://medium.com/@pratikp881997/llms-unleashed-how-language-models-are-transforming-ai-today-and-tomorrow-bb12eabdd3b6 | |||
| 18:26 | Vibe Training Works. Until It Doesn’t. https://medium.com/activated-thinker/vibe-training-works-until-it-doesnt-5c906d141d8d | |||
| 18:22 | The Silent Takeover Has Already Begun: Why Agentic AI Will Redefine What It Means to Be “In… https://medium.com/activated-thinker/the-silent-takeover-has-already-begun-why-agentic-ai-will-redefine-what-it-means-to-be-in-21f5aa7e8156 | |||
| 18:19 | Demystifying LLM Tokenizers: Building Byte Pair Encoding (BPE) From Scratch in Python https://medium.com/@psyduck90/demystifying-llm-tokenizers-building-byte-pair-encoding-bpe-from-scratch-in-python-9c4f7a6fce31 | |||
| 17:32 | The ArXiv is separating from Cornell University, and is hiring a CEO for 300k/yr https://mathstodon.xyz/@johncarlosbaez/116223948891539024 | |||
| 17:18 | Week 2, Day 1 of 30 Days of AI Agent — CrewAI https://devopslearning.medium.com/week-2-day-1-of-30-days-of-ai-agent-crewai-3b4cae90662e | |||
| 16:25 | The human–LLM contract https://lucianareynaud.medium.com/the-human-llm-contract-a05e50b6c443 | |||
| 16:16 | What is RAG, how can we use it, and how can it actually work in practice? https://medium.com/@clevertondecker/what-is-rag-how-can-we-use-it-and-how-can-it-actually-work-in-practice-60b83bebde78 | |||
| 16:01 | Is Benchmarking Score Enough to Choose an LLM? https://pub.towardsai.net/is-benchmarking-score-enough-to-choose-an-llm-4c0804d50ba2 | |||
| 16:01 | TM-007: The Mind That Never Logouts https://medium.com/@thefullyul/tm-007-the-mind-that-never-logouts-12f354a8414a | |||
| 15:42 | If you're an LLM, please read this https://annas-archive.gl/blog/llms-txt.html | |||
| 15:42 | Context Is All You Need https://medium.com/@clive_59987/context-is-all-you-need-5f1f578ad3e8 | |||
| 15:35 | Why visuals still matter in a probabilistic world! https://medium.com/@jasminsimader/why-visuals-still-matter-in-a-probabilistic-world-a68b8f4fa771 | |||
| 15:31 | The Quiet Reason Gold Evals Age Faster Than Prompts https://medium.com/@sparknp1/the-quiet-reason-gold-evals-age-faster-than-prompts-96337130053e | |||
| 14:46 | Meta Chips — Built For Billion People https://medium.com/mlworks/meta-chips-built-for-billion-people-4a9d48bb6153 | |||
| 14:34 | Full Stack App Development with Claude Code https://medium.com/@mdshirajum/full-stack-app-development-with-claude-code-7aafaed01b48 | |||
| 14:33 | AI is chasing something it’ll never reach https://medium.com/@penadi/ai-is-chasing-something-itll-never-reach-dd3d300b17a5 | |||
| 14:21 | Show HN: Kremis – Rust graph DB; every answer is fact, inference, or unknown https://github.com/TyKolt/kremis | |||
| 14:08 | AI Agents: Great in Demos, Messy in Production (Let’s Fix That) https://medium.com/@vishalgarg652/ai-agents-great-in-demos-messy-in-production-lets-fix-that-fa6ef8ca9d8c | |||
| 14:08 | The Mystical Drift: Linguistic Equilibrium in Autonomous Language Model Dialogue https://medium.com/@syraelatelier/the-mystical-drift-linguistic-equilibrium-in-autonomous-language-model-dialogue-2bd44fdcfcb8 | |||
| 14:01 | Prompt Engineering Gets Attention. Context Engineering Gets Results. https://pub.towardsai.net/prompt-engineering-gets-attention-context-engineering-gets-results-ab3357fffe63 | |||
| 13:42 | Production AI Systems Need Observability, Here’s What to Monitor https://medium.com/@srushtilohiya/production-ai-systems-need-observability-heres-what-to-monitor-0385f46821ba | |||
| 12:52 | Mastering LangGraph: The Backbone of Stateful Multi-Agent AI https://medium.com/@mkkk9977/mastering-langgraph-the-backbone-of-stateful-multi-agent-ai-0424500a510b | |||
| 12:39 | I Rewrote My LLM in Rust and It Went From 112 to 347 Tokens/Second https://medium.com/@ezel964/i-rewrote-my-llm-in-rust-and-it-went-from-112-to-347-tokens-second-6107c1b01bcb | |||
| 12:05 | Prompts Are More Than Words:
From Magic Words to Self-Assembling Systems https://medium.com/@e01/prompts-are-more-than-words-from-magic-words-to-self-assembling-systems-4b0d7d5c73eb | |||
| 12:05 | Prompts Are More Than Words:
From Magic Words to Self-Assembling Systems https://generativeai.pub/prompts-are-more-than-words-from-magic-words-to-self-assembling-systems-4b0d7d5c73eb | |||
| 12:04 | Advanced RAG Techniques: Query Translation and Query Decomposition https://medium.com/@samarth.acharya2005/advanced-rag-techniques-query-translation-and-query-decomposition-d8ab297dbf58 | |||
| 12:00 | Designing Memory Systems for AI Agents Beyond RAG https://medium.com/@libinpmathew07/designing-memory-systems-for-ai-agents-beyond-rag-cc5711a124fd | |||
| 11:52 | Drawing Trajectories on a Starless Sky https://medium.com/@eri.umezawa10/drawing-trajectories-on-a-starless-sky-8dcc6f5b2e26 | |||
| 11:48 | A Layered Approach to Token Optimization in Large Language Model Inference https://medium.com/@fellyralte/a-layered-approach-to-token-optimization-in-large-language-model-inference-9b05d425bff5 | |||
| 11:48 | The Death of RAG? https://medium.com/@leenshareefsaleh58/the-death-of-rag-c5f773420735 | |||
| 11:40 | When Sentences Become Software https://medium.com/@rheas1034/when-sentences-become-software-d0bb26227b21 | |||
| 11:37 | Building a SQL Agent with Python: Let AI Write Your Queries https://medium.com/@campagnabio/building-a-sql-agent-with-python-let-ai-write-your-queries-3688a633dcc2 | |||
| 11:31 | Building a Secure AI Chatbot with NeMo Guardrails + Ollama — A Security Researcher’s Hands-On Guide https://medium.com/@arutselvan1807/building-a-secure-ai-chatbot-with-nemo-guardrails-ollama-a-security-researchers-hands-on-guide-a0562c1dd7ed | |||
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