Insights for AI builders
Tutorials, product updates, and ideas to help you build and ship AI applications faster.
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GPT-5.6 Soul vs Claude Opus 5: Who Survives a 7-Day Crisis?
A settlement survival test pits GPT-5.6 Soul against Claude Opus 5 in the same crisis scenario, with sharply different survival outcomes.
What Is Grokbot? xAI's New Agentic Assistant Explained
Grokbot from xAI turns Grok 4.6 into named AI agents that plug into Gmail and Slack, learn tasks by watching you, and run on schedules.
Meta Muse Glimmer: A 30B Open Model Built for Your GPU, Not the Frontier
Meta's Muse Glimmer is a 30-billion-parameter open-weight model sized for consumer GPUs like RTX 40/50 cards, not frontier benchmarks.
GLM vs Kimi vs DeepSeek: Which Open Model Coding Plan Wins Now?
GLM raised prices, Kimi paused signups, and DeepSeek still has no plan. Here's the current state of open model coding subscriptions.
Qwen3.8 27B Agentic Coding Test: Bug Fixes and Zero-Shot Apps
Two hands-on tests push Qwen3.8 27B through a real bug hunt and zero-shot game builds, showing how it performs on agentic coding tasks.
Qwen3.8-27B Explained: Hybrid Attention, 262K Context, New Benchmarks
Qwen3.8-27B pairs gated Delta Net linear attention with full attention, scaling to 262K context. Here's what changed and how it benchmarks.
How to Run Qwen3.8-27B Locally with Ollama, LM Studio, and llama.cpp
Install Qwen3.8-27B GGUF quantizations locally with LM Studio, Ollama, and llama.cpp, plus VRAM comparisons and quantization guidance.
Qwen3.8 27B Vision and Multilingual Test: How Good Is It Really?
Hands-on testing of Qwen3.8 27B's vision accuracy on real photos and artwork, plus multilingual translation across 80 languages, warts included.
How to Run dots3-note Locally on vLLM or SGLang
A hardware and setup guide to deploying dots3-note-prev-fp8 locally with vLLM or SGLang, covering FP8 quantization and 8-GPU serving.
Spotify's AI Persona Badge: How the New Disclosure Rules Work
Spotify plans to label AI-generated artist profiles with a badge and cut undisclosed AI acts from recommendations. Here's what that actually means.
Susan Kare and the Design Rules Behind the Original Mac's Icons
Susan Kare explains how she designed Happy Mac, Chicago font, and the Command key symbol, and the constraints that shaped early Mac icon design.
What Is Tencent's WorldClaw? AI-Generated 3D Worlds Explained
Tencent's WorldClaw turns text prompts into editable 3D worlds with separate assets, built on GPT Image 2, Meta's SAM 3, and Hunyuan 3D.
What Is Grok Bot? xAI's Install-and-Go AI Agent Explained
Grok Bot is xAI's no-code AI agent platform where named bots share one cloud computer. Here's how it works and who it's for.
Five Bubble Alternatives for Apps That Need a Real Backend
Bubble is a capable visual builder, but some apps need generated code and a native backend. Five alternatives, compared honestly.
Five Cursor Alternatives If You'd Rather Not Touch Code
Cursor is built for editing code you already own. Here are five alternatives, including tools that skip the codebase entirely.
Five Glide Alternatives When Your App Outgrows a Spreadsheet
Glide is great for spreadsheet-simple apps. Here are five alternatives for when you need real auth, a real database, and a full backend.
Five Retool Alternatives Your Ops Team Can Actually Maintain
Retool needs an engineer to wire up. Five alternatives — including one that compiles a full app from a plain-language spec — for teams that don't have one.
Five v0 Alternatives When You Need a Backend, Not Just a UI
v0 is excellent at generating frontend components. Here are five alternatives to reach for when the project needs a real backend too.
How to Use Codex's Browser Agent and Computer Use Features
A practical guide to Codex's browser agent for QA testing, password-protected logins, and turning repeated browser tasks into reusable automation skills.
What Is DeepSeek Harness? The Plug-In Coding Agent Explained
DeepSeek Harness is a plug-in based agentic coding framework that can even call Claude Code or Codex as sub-agents. Here's how it works.
How to Run DeepSeek V4 Pro Locally with vLLM or SGLang
A practical guide to deploying DeepSeek V4 Pro locally with vLLM or SGLang, including DSpark speculative decoding and hardware configs.
GLM-5.3 Benchmark Results: How It Stacks Up Against Opus 5, Fable 5
GLM-5.3 scores 91% on an independent coding benchmark, topping Opus 5 and Kimi K3 while matching Fable 5 on tough 3D and UI tasks.
GLM-5.3: ZAI's New Model Shows Unexpected Cybersecurity Skills
ZAI's GLM-5.3 pairs frontier coding benchmarks with surprising cybersecurity gains, arriving first through a coding plan ahead of open weights.
Grok 4.6 Pricing, Access, and Usage Limits Explained
Grok 4.6 costs $2 per million input tokens and $6 per million output tokens. Here's where to access it and how the launch-week double usage promo works.