AI/ML
Strands Decider 2B: A Model That Scores Menus, Not Prose
I ran Strands Decider 2B on CPU against the README payout ticket. Billing at 0.659 confidence, the 0.9 rule, JevBench 180/231, and…
Read MoreBrian
-
-
AI/MLIs dbx a good lightweight DBeaver alternative? I let Claude Code drive it
Short answer: yes for most daily work. dbx is a free, open source database client (an app that lets you look inside…
Read More -
AI/MLJetBrains Air Explained: An Agent Client, Not a New Model
JetBrains Air in IDEs is a client, not a model. A captured ACP handshake with Codex and Claude Code adapters, data paths,…
Read More -
AI AgentsGemini 4 Argon: Who Can Use It Now and What It Costs
Gemini 4 Argon went generally available on 13 October 2026. Here is who can use the public and Fairwind builds, a cost…
Read More -
AI/MLDo You Need a Notch App to Watch Claude Code?
TL;DR: Coucou, Vibe Island and vibe-notch all show your Claude Code sessions in the MacBook notch and let you click Allow or…
Read More -
AI/MLHow do I sync Claude skills to Codex?
One skill folder only helps if each agent looks there. You use two coding agents on the same repo. A coding agent…
Read More -
AI/MLCan I run a 125B model on a 12GB GPU?
You want a large model on a normal gaming PC. A model is the system that writes the next word. A local…
Read More -
AI/MLRTK vs Caveman: Why Big Token Savings Shrink in Real Claude Code Work
Real tests. Plain words. No hype. TL;DR: RTK shrinks the terminal output Claude reads. Caveman shrinks the words Claude writes back. Both…
Read More -
AI/MLDeepSeek Harness skills not showing? 4 fixes
You moved a skill into a new coding app and the app acts like the folder is empty. A skill (a markdown…
Read More -
AI AgentsChatGPT Dots vs Grok Bot: Which AI Agent Should a Developer Pick?
Pick Grok Bot if you want the cheapest start and several agents that each own one job, such as reproducing bugs or…
Read More