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AI Programming Lab
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AI Programming Lab

Sharing practical AI programming and Vibe Coding tips.

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Latest from AI Programming Lab

59 recent articles
AI Programming Lab
AI Programming Lab
Jun 30, 2026 · Artificial Intelligence

Why Stanford’s Free CS336 LLM Course Is the Ultimate Hands‑On AI Lab

The article reviews Stanford’s free CS336 “Language Modeling from Scratch” course, detailing its rigorous, scaffold‑free curriculum, five demanding assignments that cover tokenization, Transformer implementation, FlashAttention2 with Triton, scaling laws, data preprocessing, and RL‑based fine‑tuning, and explains why it’s essential for anyone serious about AI infrastructure.

AI InfrastructureLLMStanford
0 likes · 8 min read
Why Stanford’s Free CS336 LLM Course Is the Ultimate Hands‑On AI Lab
AI Programming Lab
AI Programming Lab
Jun 26, 2026 · Industry Insights

How to Land a Role in a Cutting‑Edge AI Lab Amid DeepSeek’s Hiring Surge

The article breaks down DeepSeek’s massive hiring push, outlines the core traits DeepMind’s Vlad Feinberg says are essential, and provides a step‑by‑step roadmap—including kernel work, scaling‑law studies, and open‑source contributions—to help aspiring engineers break into top AI research labs.

AI labsDeepSeekScaling Laws
0 likes · 10 min read
How to Land a Role in a Cutting‑Edge AI Lab Amid DeepSeek’s Hiring Surge
AI Programming Lab
AI Programming Lab
Jun 22, 2026 · Artificial Intelligence

How GLM‑5.2’s Success Reveals the Secret Behind Chinese Models Catching Up to Claude and GPT

The article analyzes GLM‑5.2’s surprising performance—ranking first in front‑end web design, surpassing Claude Opus on Code Arena, and leveraging DeepSeek‑derived sparse attention and IndexShare optimizations—while noting its weaker long‑context engineering scores and highlighting hardware scarcity as the main bottleneck for Chinese LLMs.

AI EfficiencyDeepSeekGLM-5.2
0 likes · 11 min read
How GLM‑5.2’s Success Reveals the Secret Behind Chinese Models Catching Up to Claude and GPT
AI Programming Lab
AI Programming Lab
Jun 18, 2026 · Artificial Intelligence

How to Connect Third‑Party LLMs to Codex App, CLI, and SDK

This guide explains how to configure Codex’s App, CLI, and SDK to use third‑party large language models such as Qwen, MiniMax, DeepSeek, and local Ollama/LM‑Studio models by adding provider entries to the ~/.codex/config.toml file and selecting the appropriate wire_api (chat or responses).

CodexLM StudioMiniMax
0 likes · 8 min read
How to Connect Third‑Party LLMs to Codex App, CLI, and SDK
AI Programming Lab
AI Programming Lab
Jun 17, 2026 · Artificial Intelligence

How to Choose Between Codex @Computer, @Chrome, and @Browser

The article breaks down Codex's three distinct computer‑control surfaces—@Computer, @Chrome, and @Browser—explaining their installation, trigger words, use‑case boundaries, performance trade‑offs, and a priority rule so users can pick the most suitable option for each task.

AI AgentsAppshotsAutomation
0 likes · 12 min read
How to Choose Between Codex @Computer, @Chrome, and @Browser
AI Programming Lab
AI Programming Lab
Jun 15, 2026 · Industry Insights

Why Forward Deployed Engineers (FDE) Are the Hottest AI Roles Today

The article examines the rapid rise of Forward Deployed Engineer positions, tracing their Palantir origins, detailing U.S. and Chinese hiring surges, salary ranges, core responsibilities, required skill sets, and how the role is evolving as AI deployment becomes a critical enterprise function.

AI deploymentFDEindustry trends
0 likes · 11 min read
Why Forward Deployed Engineers (FDE) Are the Hottest AI Roles Today
AI Programming Lab
AI Programming Lab
Jun 12, 2026 · Artificial Intelligence

What Is Loop Engineering and When Should You Adopt It?

Loop Engineering replaces prompt‑writing with a self‑running system that orchestrates AI agents, and the article breaks down its definition, six core components, four cost‑benefit conditions, open vs. closed loops, and practical guidelines for deciding if the approach is worthwhile.

AI AgentsAutomationClaude
0 likes · 11 min read
What Is Loop Engineering and When Should You Adopt It?
AI Programming Lab
AI Programming Lab
Jun 11, 2026 · Artificial Intelligence

The Complete AI Agent Development Stack: A 2026 Roadmap

This article breaks down the full technology stack for production‑ready AI agents in 2026, covering model gateways, orchestration frameworks, tool‑use protocols, memory layers, state‑machine execution, sandboxing, observability, evaluation, and human‑in‑the‑loop safeguards, while highlighting concrete tools, risks, and best‑practice trade‑offs.

AI agentMemory ManagementTool Use
0 likes · 22 min read
The Complete AI Agent Development Stack: A 2026 Roadmap