#LLM concepts

907 related articles

Jul 10, 2026·7 min

Getting Started with LangChain 1.3: Core Concepts of LLMs and Agents

An in-depth breakdown of LangChain 1.3's core concepts, covering the three major limitations of LLMs, Agent architecture, memory management, and a complete learning path. Master LangChain and LangGraph to quickly build AI development skills.

Getting Started with LangChain: Core Concepts and Hands-On Guide for LLM and Agent Development

Tutorials

May 29, 2026·3 min

Getting Started with LangChain: Core Concepts and Hands-On Guide for LLM and Agent Development

A systematic guide to LangChain's core features, covering LLM vs. Agent concepts, unified interface design, multi-provider support, environment setup, and hands-on code examples for AI app development.

What Are LLMs, Skills, Agents, and OpenClaude? A Complete Guide to Core AI Concepts

Deep Dives

May 20, 2026·3 min

What Are LLMs, Skills, Agents, and OpenClaude? A Complete Guide to Core AI Concepts

A plain-English guide to LLMs, Skills, AI Agents, and OpenClaude — clarifying how AI evolved from "can talk" to "can act" to "can act autonomously," with a comparison table.

Aug 1, 2026·6 min

Separate Domains vs. Subdomains for Self-Hosted Services? A Deep Dive into Security Isolation Strategies

Deep dive into domain security architecture for self-hosted services: Should services with different exposure levels use separate domains or subdomains? Analysis of subdomain enumeration risks, defense in depth, and practical isolation strategies.

Aug 1, 2026·3 min

AI Visibility Evidence Model: A Graded Analysis of Five Key Factors Influencing AI Recommendations

Deep analysis of the AI Visibility Evidence Model, examining five graded factors—authority, structure, timeliness, citation breadth, and query matching—that influence AI search recommendations in ChatGPT, Perplexity, and more.

Aug 1, 2026·3 min

Kimi-K3 Scores 60.4% on ARC-AGI-2: A Breakthrough in Abstract Reasoning

Kimi-K3 scores 60.4% on ARC-AGI-2, far surpassing most LLMs. This article analyzes what ARC-AGI-2 tests, what this score means for abstract reasoning, and its implications for the AI industry.

Aug 1, 2026·4 min

Heretic Uncensoring Technology Explained: Practical Applications on Jamba2 and Qwen3.5 Open-Source Models

Deep dive into Heretic uncensoring technology applied to Jamba2-Mini, Qwen3.5-9B, and 27B open-source models, exploring how refusal rates dropped from 97% to 4% and the safety debates involved.

Jul 31, 2026·2 min

Running Kimi K3 with 29GB of RAM: The Trade-offs and Costs of Extreme Quantization

Running Kimi K3 with 29GB RAM at just 0.5 tok/s. An in-depth analysis of extreme quantization techniques, performance trade-offs, and the impossible triangle of local LLM deployment.

Jul 31, 2026·2 min

Running Kimi K3 in 29GB of RAM: The Trade-offs and Costs of Extreme Quantization

Running Kimi K3 with 29GB RAM at just 0.5 tok/s. A deep analysis of extreme quantization techniques, performance trade-offs, and the impossible triangle of local LLM deployment.

Jul 31, 2026·3 min

TraceLLM: An Open-Source LLM Observability Platform Built on OpenTelemetry

TraceLLM is an open-source observability platform for production AI apps, built on OpenTelemetry, offering Prompt tracing, Token monitoring, latency analysis, and full distributed tracing.

Jul 31, 2026·2 min

Pinery Prose: Redefining the AI Book-Writing Experience with Diff Review

Pinery Prose is a Mac AI book-writing assistant using code diff review mechanics, letting authors accept or reject each AI edit. Supports Markdown, ePub/PDF export, and covers the full self-publishing workflow.

Jul 31, 2026·2 min

Virre: An AI-Powered Personal Relationship Management System That Turns Your Network Into Real Opportunities

Virre is an AI-powered private relationship intelligence system that helps professionals systematically manage their network, turning existing connections into meaningful career opportunities without reducing relationships to transactions.

Jul 31, 2026·2 min

GitHub Daily · July 31: Security Reverse-Engineering AI Skill Pack Tops the Charts, Open-Source Tools Bloom Everywhere

GitHub Trending July 31: reverse-skill AI security skill pack surges 612 stars/day, plus open-source customer service, minimalist project management, and ESP32 hardware hacking tools.

Jul 30, 2026·2 min

Deep Dive into UT Austin's Online AI Master's Program: Course Intensity, Pacing, and Application Tips

Comprehensive analysis of UT Austin's online MSAI program covering course intensity, work-study balance tips, and application strategies based on real Reddit student feedback.

Jul 30, 2026·3 min

Are AI-Generated Learning Roadmaps Reliable? A Beginner's Guide to Verification and Use

AI-generated learning roadmaps have pitfalls like resource hallucinations and outdated info. Learn how to verify AI roadmaps and use them effectively as a beginner.

Jul 30, 2026·3 min

2x, Not 10x: The Real Productivity Gains from Programming with LLMs

The 10x AI programming productivity myth debunked. Learn why 2x is the realistic gain from LLM-assisted coding, why generation outpaces verification, and practical tips for developers and teams.

Jul 30, 2026·3 min

AI Toolkit for Law Students: An Efficiency Guide from Reading & Research to Note Management

Practical AI efficiency tools for law students covering document reading (NotebookLM, ChatPDF), note systems (Obsidian, Notion), time management (Reclaim.ai), and email processing, plus workflow principles.

Jul 30, 2026·3 min

AI Toolkit for Law Students: An Efficiency Guide from Reading & Research to Note Management

Jul 30, 2026·3 min

Modulify 2.0 Deep Dive: How a Full-Lifecycle AI Website Platform Keeps Sites Growing

Deep analysis of Modulify 2.0's full-lifecycle AI website platform — from design and publishing to management and optimization. Exploring its core differences from traditional AI builders.

Jul 30, 2026·2 min

BlackFlare: A Powerful macOS Menu Bar Tool for Managing Claude Code and Codex

BlackFlare is a native macOS menu bar app for Claude Code and Codex users. It keeps your Mac awake, sends task notifications, monitors usage, and switches configs—all running locally for privacy.