Building a harness to run scans with an agent.... It is absolutely garbage. Completely useless. There’s literally 0 benefit to using it over plain Claude Code. Everything it can do, you can just do via Skills etc. Many were preaching the benefits of a harness, but I’m not sure.show more

DeepSeek Harness is an agent harness where every component... is a plugin, built on Cordis for spatiotemporal composability. Run it via `npx deepseek-ai/dsh web` to get a local Web UI at port 3080. Explore it here:show more

Claude Code feels completely different once you install this.... Anthropic quietly released an official plugin called claude-code-setup and it basically turns Claude Code from “pretty good” into an actual AI dev environment. It scans your project and recommends: → hooks → skills → MCP servers → subagents → automations Then sets everything up step-by-step for you. Most people are using Claude Code completely vanilla… which is why their experience feels messy. The real power comes from the ecosystem around it. Install: /plugin install claude-code-setup@claude-plugins-official Bookmark this before you forget it.show more

Ever watch an agent solve a problem with 100%... confidence and get it completely wrong? You can fix it… if you catch it. But then you need to watch every… single… run. New paper: We show that a meta-agent can do this for you, so your agents get ~2x more done on their own. 🧵show more

pro tip: you can ask claude code to use... ascii art to prototype layouts for you 👀 here is me using it to find a good layout to display the caloric deficit/surplus to users had it prototype in ascii before actually building itshow more

Claude Tag is an amazing org-level harness. Ignore the... haters. Do this right now: 1. Create a private channel 'you-claude-tag' 2. Start asking it questions about your work This is the best way to get started.show more

Here is another big E-MOTO meetup by teenagers in... Denver Colorado. They meetup all at the same time. Taking over everything. Not much you can do to stop this. It seems like many parents and adults are cool with it. Not sure what the police will do to stop this.show more

New open-source agent harness just landed! I got early... access to TrueForge by TrueFoundry and have been running it locally for the past few days. The harness layer deserves as much attention as the model, and open source matters here because you can inspect the loop, run it on your own infrastructure, and swap to the latest or cheaper models. TrueForge handles the runtime work that makes an agent reliable. It drives the tool-calling loop, manages context, coordinates subagents, and executes code in a sandbox, with any model you choose. Every tool call re-sends the growing context to the model, so in practice the harness controls most of what an agent costs to run. A few things stood out from my testing and their published benchmarks. Vendor-Neutral by design. It runs OpenAI, Anthropic, and Google models alongside open-weight models like Kimi, GLM, and DeepSeek. Model routing is a setting, and you can send each task to the model that fits it. On a 14-task enterprise agent benchmark, it matched the accuracy of Claude Managed Agents running the same Opus 4.8 model at roughly 30% lower cost per run (3.8M tokens vs 10M for the same answers). Routing the same tasks to GLM-5.2 held accuracy and brought cost down by about 75%, around $3 per run instead of $12. Fully self-hosted and Open Source (MIT License). I had it running locally with one command, with sandboxed code execution working out of the box. It's time to own your agent harness. Thanks to TrueFoundry for partnering on this post.show more

WIRED magazine just gave a 10/10 rating to a... piece of hardware for the first time in a decade. It is a robot vacuum. Meet Matic. You do not use an app to control it. You literally treat it like a pet. You can point at a coffee spill and say "Hey Matic, clean this." You can even tell it to "follow me" and it walks behind you. It spent 9 years in development to solve the biggest smart home problem: privacy. It has 5 cameras, but it processes everything locally on an Nvidia chip. Your data is deleted in real-time. Hardware is finally getting fun again.show more

this is insane… they just connected Claude to Blender... you can do 3D modeling by chatting with itshow more

We released physics-intern: a simple harness for science problems!... It gets models like Gemini 3.1 Pro to go from 17.7 -> 31.4, thus beating GPT 5.5 Pro. The physics-intern harness can wrap any model and via dedicated subagent boost the performance of the vanilla reasoning models. While I think more and more of these harness capability gains will be absorbed into the models (like prompting tricks disappeared over time) there is a lot to be gained right now by building good scaffolds for those models and integrating tools well. Interestingly, the exception we found that GPT 5.5 Pro actually didn't benefit from the physics-intern harness! Read more about it here: PS: I think the Harness[Model] notation is kind of nice.show more

I’m going to keep using John Doyle’s likeness to... sell ED medication for thousands of dollars and there’s nothing you can do about itshow more

I've been messing with connecting Claude and Framer over... the last week and yeah... this is absolutely crazy. You can get Claude to optimise your site, create/edit styles, write content and a lot more. Here's how you can set it up in literally 2 minutes:show more

I ABANDONED LOVABLE AFTER SEEING WHAT CLAUDE CODE CAN... ACTUALLY DO basic generators are great for quick ideas but trying to build a premium site with Lovable feels like playing in a sandbox I gave Claude Code a few custom design skills instead 4 minutes later it built a premium design they would have quoted me $7,500 for the difference between generic templates and a skilled local agent is literally worth thousands grab the full guide below 👇show more

In St. Petersburg, here in Russia, a janitor who... was cleaning snow from the roof of a five-story building (without a safety harness) fell but managed to grab an electrical cable. It literally saved his life. He survived with a very stiff arm.show more

“Alan Jackson is coming. Alright. You can delay it,... you can deny it, you can do everything you can. You can try to apologize. You can try to get out in front of it. You can go on your own media tour… but it’s coming.”show more

Can you completely remove a jacket using a long... bendy grab tool? Today we gave it a try… Turns out you can, but there’s a good reason the last bit is missing 😅show more

the opportunity's AI UGC opened up for affiliate is... absolutely insane I built an AI UGC system to promote sweeps offers on Glitchy just using Arcads + Claude Cowork Claude literally: > Scans TikTok / Reddit based on what I'm promoting > Generates me 50 hooks using this information > Creates me a full script based on the hooks > Uses the Arcads API to decide what tools to use for the script and generates the video > Then will analyse what hooks did well and which didn't and change the hook or CTA based on that information I can literally sleep while it cooks me up a weeks worth of content I made a full guide on how to set Claude Cowork up to generate videos with Arcads if you want it comment "UGC" and i'll send it to you (Must be following so i can DM you)show more

Browser automation in T3 Code is pretty darn sweet.... Agent can create recordings so it can analyze frame by frame what's going on. Used to do this manually but now I can just tell the agent to! Try it on nightly now, fingers crossed it'll be on latest tomorrow 🤞show more