#LLM selection

925 related articles

Jul 28, 2026·6 min

Harness Engineering: From Context Engineering to the Third Phase of AI Programming

Explore Harness Engineering: the next evolution beyond context engineering for AI programming. Learn how to build enterprise-grade Skill systems and deliver real projects with mid-tier models.

Jul 28, 2026·4 min

Cursor Start India Plan at ₹649/Month: Decoding the Regional Pricing Strategy for AI Coding Tools

Cursor launches its Start plan for India at ₹649/month (~$7.70), featuring Grok 4.5 and Composer Agent. A deep dive into the PPP pricing strategy and its market implications.

Jul 28, 2026·3 min

Learning AI Large Language Models: A Complete Roadmap from Beginner to Practitioner

A systematic breakdown of the AI LLM learning roadmap covering prompt engineering, AI Agent development, RAG knowledge bases, model fine-tuning, and hands-on projects for beginners.

Jul 28, 2026·3 min

Practical Guide to Agent Development: The Complete Path from Zero to Commercial Deployment

A systematic guide to AI Agent development from beginner to deployment, covering task planning, tool calling, memory management, learning paths, and realistic commercial monetization considerations.

Jul 28, 2026·5 min

Learn AI Agent Development from Scratch: A 3-Step Practical Path to Get Started Quickly

How to learn AI Agent development from scratch? This article outlines a clear 3-step path: Python crash course, LLM theory & practice, and LangChain framework project implementation.

Jul 28, 2026·3 min

Agent Skill Routing: Engineering Trade-offs Between Retrieval and LLM, and the Two-Stage Layered Architecture

Deep dive into Agent skill routing: comparing pure model vs. pure retrieval approaches, with a detailed two-stage layered architecture balancing accuracy, latency, and cost.

Jul 28, 2026·4 min

Spring AI 2.0 in Practice: Building an Enterprise RAG Knowledge Base Q&A System with Cursor

Build an enterprise RAG knowledge base Q&A system using Spring AI 2.0, Cursor AI programming, Ollama local deployment, and Redis vector storage. Runs on just 4GB VRAM.

Jul 28, 2026·4 min

Colibri: Running a 744-Billion-Parameter LLM on an Ordinary Laptop

Colibri uses MoE hot-cold separation and 4-bit quantization to run 744B-parameter models like GLM 5.2 on consumer hardware. Learn about its three-tier memory architecture and speculative decoding.

Jul 28, 2026·4 min

Laguna S 2.1 Deep Dive: Hands-On Local Deployment of a 118B Parameter Coding Model

In-depth review of Poolside's Laguna S 2.1 open-source coding model: MoE architecture, RL training, DGX Spark local deployment, and real-world agentic coding tests with 8B active parameters.

Jul 28, 2026·4 min

GPT-5.6 Value Maxing Practical Guide: From Token Stacking to Output Optimization Methodology

Deep dive into OpenAI GPT-5.6 Value Maxing strategies covering Sol/Terra/Luna model selection, KV cache optimization, Prompt compression, and programmatic tool calling to help developers achieve more output with fewer Tokens.

Jul 28, 2026·3 min

ChatGPT Autonomous Ticket Hunting in Action: AI Agent Auto-Monitoring and Ticket Purchase Demo

Demo of ChatGPT Work as an AI Agent autonomously browsing AMC's website for IMAX tickets, setting hourly auto-checks for cancellations, and sending notifications.

Jul 28, 2026·3 min

How to Choose an AI Agent Platform for Your Team: 5 Evaluation Dimensions and a Decision Framework

Choose the right AI Agent platform by evaluating model flexibility, observability, tool integration, security compliance, and total cost. A complete decision framework to help technical leaders avoid vendor lock-in.

Jul 28, 2026·3 min

Legora's Legal AI Practice: How Vertical AI Empowers Law Firms and Corporate Legal Transformation

Explore Legora's legal vertical AI practice, covering AI model selection strategies, enterprise legal transformation challenges, and the path to deploying vertical AI in the legal industry.

Jul 28, 2026·3 min

How to Choose an AI Agent Platform for Your Team: 5 Evaluation Dimensions & Decision Framework

Choose an AI Agent platform by evaluating model flexibility, observability, tool integration, security compliance, and total cost. A complete decision framework to avoid vendor lock-in.

Jul 28, 2026·4 min

Opus 5 Real-World Testing: Cheaper Yet Stronger — Why It's Now My Default Coding Model

In-depth testing of Claude Opus 5's coding abilities vs Fable 5 and 5.6 Sol. Why Opus 5 outperforms pricier models at half the token cost, plus selection guide and distillation explained.

Jul 28, 2026·4 min

Kimi K2/K3 Technical Speculation: Deep Dive into RL Hyperparameters and Multi-Teacher Distillation

Deep analysis of RL hyperparameter tuning challenges and 9-policy multi-teacher distillation in Kimi K2/K3 training, exploring the shift from scale to training craft.

Jul 28, 2026·3 min

SeaTicket: An AI Agent That Automatically Resolves GitHub and Discord Issues

SeaTicket is an AI Agent that automatically resolves GitHub Issues and Discord questions. This article analyzes its architecture, use cases, challenges, and value for open-source maintenance.

Jul 28, 2026·3 min

7 Vibe Coding Agents Tested & Ranked: Which AI Coding Tool Should Beginners Choose?

Hands-on comparison of 7 Vibe Coding agents including Trae, Cursor, Claude Code, Codex, WorkBuddy & CoderWork, ranked by beginner-friendliness and performance.

Jul 28, 2026·3 min

A 9B Model Beats Frontier LLMs After Just $500 in RL Fine-Tuning

Just $500 in RL fine-tuning enables a 9B open-source model to outperform frontier LLMs on catalog review tasks. Analysis of when small-model RL works and its enterprise implications.

Jul 28, 2026·3 min

Apple Silicon LLM Inference Speed Benchmarks: A Complete Guide to Local Large Model Performance on Mac

In-depth analysis of Apple Silicon local LLM inference speed benchmarks covering M-series memory bandwidth, model quantization, MLX framework optimization, and Mac configuration guidance.