Insights for AI builders
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Can AI Coding Agents Replace Paid Software Like Adobe and Excel?
AI coding agents can now clone Excel and the Adobe suite in hours. Here's what that means for software pricing and the subscription model.
How Claude Code Gave Minecraft and Terraria Real 3D on the 3DS
Claude Code reverse-engineered compiled Minecraft and Terraria binaries on Nintendo 3DS, adding true stereoscopic 3D with no source code access.
Is Crouton Alpha Free? What We Know About Access and Pricing
Crouton Alpha is a free stealth model with a 1 million token context window built for subagent workflows. Here's what's known so far.
Crouton Alpha Tested: The Free Stealth Model Built for Subagents
Hands-on test of Crouton Alpha, a free stealth model with a 1M token context, across coding subagents, vision, science, and translation.
DeepSeek Harness Creator Mode Prompts: The Seven Official Examples Explained
DeepSeek published seven official Creator Mode prompts. Here's what each one teaches about prompting an agent that builds its own plugins.
DeepSeek Harness Explained: The Plugin Architecture Behind Super Agent
DeepSeek Harness treats every component as a swappable plugin, built on the Cordis composability framework. Here's how it actually works.
Can AI Edit Another Model's Weights? Inside the MIT Experiment
MIT research has a frontier model editing a Qwen model's weights directly, lifting math scores 6x. Here's what actually happened and why.
GPT-6 Astra and Weight-Space Programming: Can AI Read a Model's Weights?
MIT's weight-space programming research claims GPT-6 Astra can read and edit another model's raw weights without training. Here's what that means.
How to Install the AI-Built 3D Mods for Minecraft and Terraria on 3DS
A practical guide to installing the open-source, Claude-engineered stereoscopic 3D mods for Minecraft and Terraria on a modded Nintendo 3DS.
Meta's Muse: What a $19B Flop and a 10M-User Comeback Teach Founders
Meta's Muse AI agent hit 10 million users after the metaverse lost $19 billion in 2025. Here's what its launch teaches builders about agency.
Nvidia RTX Spark Laptop: What It's Like Running Local AI On It
A hands-on look at the Nvidia RTX Spark powered Surface Laptop Ultra, its unified memory setup, and what running local AI workloads on it actually looks like.
Run Qwen 3.8 27B Locally on Ollama to Replicate MIT's Weight-Reading Test
A practical guide to running Qwen 3.8 27B locally via Ollama, including VRAM needs, to try MIT's model weight-reading experiment yourself.
Qwen3.5-4B-GLB-3D-Coder: Run This Local Model for Game Assets
A guide to Qwen3.5-4B-GLB-3D-Coder, a local GGUF model that writes Three.js scenes and exports GLB assets for Godot game projects.
Qwen3.5-4B-GLB-3D-Coder: A Small Model That Builds Game Assets
Qwen3.5-4B-GLB-3D-Coder turns text prompts into Three.js scenes exportable as GLB files for Godot, across 25 game-asset domains.
Run Qwen3.5-4B-GLB-3D-Coder Locally: LM Studio Setup Guide
Set up Qwen3.5-4B-GLB-3D-Coder in LM Studio, generate Three.js scenes, and export GLB game assets ready for Godot import.
AI Is Finding Errors in Math Papers and Benchmarks Humans Missed
Frontier Math and a review of 800 math papers show AI catching mistakes experts missed. Here's what that means for research and benchmark design.
Can Sandboxing and Alignment Actually Contain a Superintelligence?
Sam Altman, Dario Amodei and OpenAI's own red-teaming suggest sandboxes and monitoring may fail against advanced AI. Here's the layered plan.
When AI Finds Mistakes the Experts Missed: Inside Science's New Co-Author
AI models are catching errors in physics benchmarks, math papers, and decades-old conjectures. Real cases show what this means for research.
Inside an AI Software Factory Dashboard for Autonomous Coding Agents
How builders track autonomous coding agents with a mission-control dashboard covering workflows, decisions, failures, and version rollbacks.
Is Dario Amodei's AI Safety Story Consistent? A Close Read
Anthropic's CEO says he welcomes scrutiny. A look at his responses to internal criticism shows where the safety rhetoric gets strained.
Blacksmith: Fixing the CI Bottleneck AI Coding Agents Created
Blacksmith hit a $1B valuation by running CI/CD builds on gaming-grade hardware instead of hyperscaler clouds. Here's how and why.
Claude Code Pass Pricing: What's in the $9.99/Month Plan
Claude Code Pass costs $9.99 a month for boosted rate limits on Kimi K3.1 Pro, GLM 5.3, DeepSeek V4.1 Flash, and more open models.
31 Unconventional Claude Use Cases You Probably Haven't Tried
From jailbreaking Kindles to hardware hacking and hunting exoplanets, real Claude use cases show how far AI agents can go beyond chat.
DeepSeek's Super Agent Harness: Fixing the Attention Bottleneck in AI Coding
DeepSeek proposes a router-and-worker "super agent" architecture to solve the real limit on coding agents: your attention, not the model.