Came across Thariq Shihipar's (Claude Code lead @ Anthropic) take and it reframed how I think about AI output. The argument: we default to Markdown for AI-generated docs out of habit, but we stopped editing those docs by hand. Once the output is just read, Markdown caps its value: headers, bullets, tables that break past 30 rows. HTML unlocks SVG diagrams, inline annotations, interactive widgets, real layout. He backs it with 20 self-contained HTML files generated by Claude Code, code reviews, implementation plans, incident reports, design explorations. The catch he's honest about: HTML runs ~4–8x the tokens and 2–4x the generation time. So it's a lever, not a religion HTML for finished deliverables a human will read, Markdown for drafts, agent-to-agent handoffs, and anything in a repo. https://x.com/trq212/status/2035372716820218141 https://github.com/ThariqS/html-effectiveness

Claude Co-work is Anthropic's desktop AI agent that reads your files, runs tasks, and connects to your tools but i use it for Job searching. Usually applying jobs eating 2+ hours of my day. Searching, tracking, following up, it felt like a second job. So I set up Claude Cowork on my desktop and wired it into my workflow. Every morning at 7 AM → it scans for fresh roles matching my stack and drops a ranked shortlist for me to review. Every Sunday → it finds applications that went cold, drafts follow-up emails. I just hit send. No code. No scripts. Just plain English + schedulers, running locally on my machine. I understood that not everything needs coding to solve. I'm curious how ppl are using claude co-work or claude web extension.

I rebuilt my site today with the focus on folders over agents. It's geared toward providing the workflows for businesses. Not sure if this is allowed here, but I'm sharing anyway. Take it down if it breaks any rules. So many great minds here, so I thought it was worth risking criticism or advice on how to improve. Perhaps it will give you ideas for your own site. Check it out: optimarketai.com

What is up everyone! I am wondering if I can get some feedback on this "Tutor Bot/Tutor Workflow" I put together. I created after I had developed my own study flow. I tried to generalize it to allow anyone to plug into it. Open to all suggestions/edits. The main idea is to give this md file to you're model, its run you through an on-boarding process to determine what you are studying for, ingests course material, then it outputs a plan. It also can generate a custom flashcard, custom questions, custom curriculum based on purchased or publicly available course material. My favorite use case is the Oral Drill. I use this to chat back and forth about concepts and try and see how well I actually understand something. https://digitallyceum.netlify.app/tutor-workflow https://github.com/Bagu-Hanto/digital-lyceum-free-resources

We've noticed people sending out phishing links in DMs and comments. Quick PSA to keep everyone safe. ---- 🛑 THE RULE If someone you don't recognize is sending you links, asking for money, asking for login info, or telling you to "claim a prize" outside of an official competition post, it's not us. Don't click. Don't reply. Just delete. ---- 💰 HOW WE ACTUALLY HANDLE MONEY We will never send you money out of the blue. The only time you'll hear from us about money is if you've won a competition. When that happens, Sonija is the only person on our team who will reach out to collect your payment info to send your prize. If anyone else DMs you asking for payment details, banking info, or "verification" to release a prize, it's not us. Report it!! ---- 🚨 IF YOU GET A SUSPICIOUS MESSAGE 1. Don't click any links 2. Don't reply 3. Screenshot it if you can 4. Send the screenshot to Jake, Matt, or a mod so we can deal with it We're going to keep this community a safe place to build and learn. Thanks for looking out for each other. 🙏