Charly Wargnier ♨️

WHAT?! Unreal Labs published an awesome playbook on building cloud agents 1M+ agents launched. One year of battle-testing. @unreallabsai breaks down the stack, security choices and integration headaches. super practical lessons for anyone taking agents into production 👀

AI AGENTS CAN BUILD YOUR APP. MO CAN HELP YOU FIND OUT WHERE IT BREAKS. Mo from @momenticai explores any app using a URL, a testing brief, and test accounts if needed. No test scripts required. It reports test cases, verdicts, coverage gaps, and the bugs it finds. Every bug report gets console/network logs, detailed reproduction steps, and a video replay. That part excites me: you get evidence to investigate, beyond a list of suspected issues. I built http://llmexplorer.org in 2025 as a fun project and am planning a refresh, so I put it through Mo. In one single run: → Multiple agents explored pages in parallel, including search filters and model listings → They tested external links and UI edge cases, completing 55 test cases → The audit surfaced 8 reported bugs, including broken links, clipped organization chips, and filter-trigger issues After fixing a bug, I can use the reproduction steps to write a regression test in Momentic and run it locally or in CI. Explore → reproduce → fix → add regression coverage. Mo doesn’t guarantee a bug-free app, but it gave me a concrete starting point for the refresh. Watch the demo below. Seeing the agents work through my own site and surface actionable findings is pretty great 👀 Try Mo in the first reply 🧵↓

MY PREDICTION FOR 2028: Most creatives will be managing teams of AI agents before they ever hire another human. Crazy? Maybe. But I can see it happening. What's your prediction? Share it in @contraben's thread🧵 and you could win a MacBook Pro 👇

MEET YOUR AI MARKETING DEPARTMENT. → Strategist researches your niche → Creator makes videos → Analyst tracks conversations → Manager plans and publishes Freaking. cool. That's Muse from @Adant_ai. Four roles, one team, working 24/7 👇

THIS THING IS STRAIGHT OUT OF SCI-FI 🤯 type at 200+ words/min without a keyboard or saying a word Just a pair of glasses.

best use of AI I've seen this year

PERSONAL AGENTS HELP YOU WORK. BUT WHAT ABOUT PLAY? Just found Yyo by @YorollAI, a personal agent site with a whole cast of characters to hang out with. You can chat, call, play games, or share your screen and watch YouTube together. game night has a new guest 🤘

i don't think people realize how big this is… A US lab just released a 40B open-weight coding model leading its class on three major coding benchmarks. 125+ tok/s on a MacBook. 150+ on RTX Spark. no per-token fees. no usage limits. your laptop is now the endpoint.

YOUR MEDICAL RECORD NEVER TELLS YOUR WHOLE HEALTH STORY @concurrencehq is building Superintelligent Care. digital twins to bring that fuller picture together. and for Ali, this is personal. he lost his mom at 13 to cancer that should’ve been caught earlier. he’s building what he wishes had existed for her 🥹

ADOBE CEO WATCHING ALL HIS PRODUCTS BEING REBUILT FROM SCRATCH, FREE AND OPEN SOURCE AND THERE'S NOTHING HE CAN DO ABOUT IT

growth used to take a stack of tools, an agency and a lot of headcount. @nectarsocialai just put the whole stack in one place. it spots trends early, tells you what to post next, finds the creators & answers every DM in your brand's voice. your team just gets way more done 👀

security teams finding out about https://cve.now right after manually triaging php2shell