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Latest from AI Programming Lab

59 recent articles

AI Programming Lab

Jul 21, 2026 · Artificial Intelligence

How Kimi K3 and Qwen3.8‑Max Reach 2T+ Parameters: The Evolution of Chinese LLM Architecture

The article examines how Chinese LLMs such as Kimi K3 (2.8 T) and Qwen 3.8‑Max (2.4 T) achieved 2‑trillion‑parameter scales by progressively decoupling parameters from compute with Mixture‑of‑Experts, optimizing attention, and introducing training tricks like Muon and low‑precision quantization, tracing four years of architectural advances.

Attention MechanismsMixture of ExpertsTraining Optimization

0 likes · 11 min read

How Kimi K3 and Qwen3.8‑Max Reach 2T+ Parameters: The Evolution of Chinese LLM Architecture

AI Programming Lab

Jul 17, 2026 · Artificial Intelligence

Integrating Kimi K3 with Claude Code: Running a 2.8T Open-Source Flagship Model via ccmr

The article reviews Kimi K3’s 2.8‑trillion‑parameter architecture, its performance advantages over previous models, pricing details, and demonstrates how the Claude Code Model Router (ccmr) enables seamless use of K3 within Claude Code through simple command‑line steps.

AI model integrationClaude CodeKimi K3

0 likes · 6 min read

Integrating Kimi K3 with Claude Code: Running a 2.8T Open-Source Flagship Model via ccmr

AI Programming Lab

Jul 16, 2026 · Artificial Intelligence

Claude Code Artifacts: Instantly Deliver and Share Result Pages

The article explains how Claude Code now integrates the artifacts feature, letting users create private, URL‑accessible result pages that update automatically, use natural‑language prompts or commands, support MCP connectors with per‑viewer permissions, and outlines both practical use cases and technical limitations.

AIArtifactsClaude

0 likes · 7 min read

Claude Code Artifacts: Instantly Deliver and Share Result Pages

AI Programming Lab

Jul 14, 2026 · Frontend Development

How scholar-slides Uses HTML to Build Accurate Academic PPTs

The article details the development of scholar-slides, an HTML‑based skill that renders academic presentation slides with vector formulas, editable tables, verified citations, and automated quality checks, addressing the shortcomings of existing AI PPT tools.

AutomationHTMLKaTeX

0 likes · 8 min read

How scholar-slides Uses HTML to Build Accurate Academic PPTs

AI Programming Lab

Jul 8, 2026 · Artificial Intelligence

How to Use Claude’s Advisor Tool: Fable 5 as Consultant, Opus 4.8 as Executor

The article explains how Claude’s new advisor tool lets you pair the cheap executor model (Opus 4.8) with the more capable consultant model (Fable 5), details the pricing trade‑offs, shows the JSON request format and Python example, and compares accuracy and cost across several benchmark configurations.

AI AgentsAPI pricingAdvisor tool

0 likes · 11 min read

How to Use Claude’s Advisor Tool: Fable 5 as Consultant, Opus 4.8 as Executor

AI Programming Lab

Jul 7, 2026 · Artificial Intelligence

Exploring /grill-with-docs: A New Rival to Superpowers in AI Coding Skills

The article reviews Matt Pocock's "skills" repository, focusing on the /grill-with-docs skill as a concise alternative to Superpowers, compares their design philosophies, shows installation steps, and demonstrates the workflow through a real iOS app project.

AI codingMatt PocockSuperpowers

0 likes · 10 min read

Exploring /grill-with-docs: A New Rival to Superpowers in AI Coding Skills

AI Programming Lab

Jul 6, 2026 · Artificial Intelligence

Hands‑On Loop Engineering with Claude Code and Fable 5: Practical Examples

This article walks through Claude Code’s Loop Engineering concepts—turn‑based, goal‑based, time‑based, and proactive loops—using concrete Fable 5 demos, detailed step‑by‑step instructions, and cost‑quality tips for building reliable AI‑driven automation.

AI automationAgentic LoopClaude Code

0 likes · 10 min read

Hands‑On Loop Engineering with Claude Code and Fable 5: Practical Examples

AI Programming Lab

Jul 3, 2026 · Databases

Why OceanBase’s AI Database Is More Than Just a Vector Store

The article analyzes how OceanBase’s new AI‑native database tackles the data‑layer challenges of autonomous agents by introducing logical tables, multi‑modal storage, Fork DB sandboxes and lake‑warehouse integration, arguing that the product’s value lies beyond simple vector retrieval.

AI DatabaseAgentFork DB

0 likes · 12 min read

Why OceanBase’s AI Database Is More Than Just a Vector Store

AI Programming Lab

Jul 1, 2026 · Artificial Intelligence

Hands‑On Review of Claude Science: A Game‑Changer for Researchers

The article reviews Anthropic's new Claude Science app, detailing how its integrated agent architecture, reproducible workflow, reviewer agent, and seamless HPC support streamline fragmented life‑science research tasks while noting current platform limits and installation steps.

AI research assistantAgent ArchitectureAnthropic

0 likes · 8 min read

Hands‑On Review of Claude Science: A Game‑Changer for Researchers

AI Programming Lab

Jul 1, 2026 · Artificial Intelligence

Claude Sonnet 5 Launches and Fable 5 Returns Tomorrow – What It Means for AI Models

Anthropic unveiled Claude Sonnet 5, the most capable agent‑oriented model yet, while Fable 5 is set to resume access after a three‑week export‑control pause, prompting analysis of performance gains, pricing, security trade‑offs, and the broader regulatory impact on AI model deployment.

AI model benchmarksAI regulationAnthropic

0 likes · 8 min read

Claude Sonnet 5 Launches and Fable 5 Returns Tomorrow – What It Means for AI Models