V4 Flash isn’t a worse Pro — it’s the model for the hundreds of small steps an agent loop generates. Here’s where each variant belongs, why the harness matters more for Flash, and how to
DeepSeek V4 is an API model with barely any wrapper of its own — it expects you to bring a harness. Here are the three decisions to make before you connect it, and the one
Installing DeepSeek Harness takes one terminal command and opens a web page on your own machine — no signup, no server, no cost. Here’s the full walkthrough, what to do on first run, and what
Hermes SEO skills are saved abilities stored as plain markdown — and the agent writes them itself when it works something out. Here are the SEO skills worth building first, how to write one, and
DeepSeek V4 barely has a consumer app of its own — it expects you to bring your own harness. Here’s which one to run it in, why the cache pricing makes agent harnesses the natural
DeepSeek Harness hit 70,000 GitHub stars in under a day. It’s free, MIT licensed, installs with one command, and every single part of it — model, memory, tools, even the agent loop — is a
Hermes Bot Mode turns your sessions into a roster of named bots — each with its own avatar, memory, schedule and its own AI model. It’s free, open source, runs on your machine, and it
Hermes /loop re-runs a prompt on a recurring cadence, and each wakeup is a real agent turn reading fresh state. Here’s how it works, the two cadence modes, every way a loop ends, and when
LongCat-2.0 is free in the Nous Portal for one week — a 1.6 trillion parameter model with a 1M context that can swallow a whole codebase in one pass. It’s also the model that was
DeepSeek V4 Pro just beat Claude Fable 5 on real agent benchmarks and raised $8B at a $74B valuation. Here’s what it means for builders right now.
Nous Research just made Hermes agents portable. Two commands — export and import — save your entire agent as one file and bring it back on any machine, with your persona, skills, memory and schedules
Grok 4.6 quietly turned Grok into a search engine that answers questions with sources — and almost nobody is competing for those rankings yet. Here’s the exact four-step system, with real keywords and real first-page
