Introducing AgentID by @agentmail, "Sign in with Google" for AI Agents Millions of agents already use AgentMail. AgentID lets them sign in to your app. Integrate with the prompt below, reply with a screenshot, and we'll give you 3 months free of any AgentMail plan.

AutomationBench Verified is out. We went through all 600 public tasks in @Zapier's AutomationBench and checked every verifier. • Agents flagged 323 verifiers as suspicious, human review confirmed 206 real bugs, all 206 are fixed. • We replayed 1,235 Kimi K3 runs on the old and fixed verifiers and 344 of them (27.9%) got a different grade • Where verifiers were too strict, pass rate went from 18.8% to 43.8% • Where they were too lenient, it dropped from 60.2% to 49.7% Audit and dataset links below.

Overmind turns anyone into an AI lab. • Builds a context graph from code and traces • Curates training and eval datasets • Evaluates prompts and models • Trains smaller, specialized models https://github.com/overmind-core/overmind

Agent Browsers are live on Gumloop today so your agents can reach the work that doesn't have an MCP or API > Secure credential storage & 1Password integration > Session replays to see your agents work > Stealth, proxied sessions All completely model agnostic Try Browser today.

Your AI is vaporware without deep integrations with your customers’ systems of record. Introducing @WithAmpersand: integration infrastructure for enterprise agents. We power 11x, Orb, and Square's ability to take agentic action in systems of record like Salesforce, SAP, NetSuite, and Workday. Ask anyone serious about building AI and they’ll tell you: - The SaaSpocalypse didn’t happen. The world depends on CRMs, ERPs, HRISs, and ITSMs. - Your customers customized their deployments beyond recognition. - Systems of record companies are basically monopolies. They never had to make their APIs and MCPs user-friendly. - Docs don't explain half the weird edge cases you'll hit. - One bad write can blow up your pilot or renewal. - Once you finally get it working, someone changes a field and it breaks again. The world's data lives in structured databases. AI needs a translation layer to work with it. So, for your AI to truly transform the way enterprises work, you'll need deep integrations built for: - scoped permissions - bi-directional actions - real-time speed for agents - custom objects, fields, and workflows for each of your customers We built Ampersand to power the future of software. AI didn't trivialize writing integrations. It made them the critical path. I believe that deeply, so I didn't make a launch video about Ampersand. Instead, it's the best builders I know explaining just how big of a challenge this is.

I gave Grok Bot a printer. Now, it helps me plan my day 1:18 Prototyping with @bot 2:02 Printer access through desktop 2:55 Pulling calendar, @X, and workouts 3:46 Automating 4:32 Why go physical

I literally hooked up ALL my finance accounts to Grok Bot. I really mean all of them: 1/ Chase 2/ Charles Schwab 3/ E*TRADE 4/ Fidelity 5/ Robinhood 6/ Wealthfront 7/ Apple Card 8/ 𝕏 Money FYI, this is a total of 30 accounts... Chase alone is 13 accounts between checking, savings, brokerage, credit cards, a 401(k), trusts, a stock plan, and 529s for the kids. I was already honestly the best with my $ money and I’ve NEVER made a late payment in my life. But before Grok Bot, I was wasting so much time bc every answer lived in different apps. Like my cash was in one place, cards in another, brokerage accounts somewhere else, and had to compile everything in a spreadsheet, if I even got around to putting it together. Now I just text my Grok Bot CFO. I can ask, “What’s my cash right now?” and it pulls everything together and separates personal from business. I can ask which credit cards are coming due and whether I have enough cash to pay them all in full. Green means I’m covered, red means I’m short, and it tells me exactly how much I need. I actually tested this... going red on purpose. Like I moved $ money around so I would come up short on one of the upcoming bills, and Grok caught it. I can even ask, “Where did my $ money go?” and instead of opening a bunch of apps, downloading transactions, cleaning up a spreadsheet, and making a chart myself, it pulls everything together and gives me the breakdown. Today, I also asked it for a pie chart of all my stock investments with the amounts and percentages. 1/ TSLA is 84.9% 2/ SPCX is 10.4% 3/ NVDA is 4.7% That’s across $ money sitting in different brokerage accounts, and it's awesome that I didn’t have to think about where any of it was. I literally just asked it one question... you can see for yourself. If you’re serious about your finances, you already ask the same questions all the time. • Like, can I cover everything that’s due? • Where did my $ money go? • How much $ cash do I really have? • What investments do I actually own? But honestly, the annoying part is that your financial life is usually scattered across 10+ different apps/platforms and a bunch of accounts, so getting a real answer takes a lot of work and your time. And honestly, most people probably don’t even look until something feels off or if they get a notification that a payment was missed or something. Now, with all my finance accounts linked, I just ask a normal question, Grok Bot checks everything it has connected, and gives me the answer. Then I can ask the same thing tomorrow, and again whenever, and get the updated version without rebuilding anything. The fact that you are able to talk to your entire financial life like you’re texting someone who already knows where everything is... this is a total game changer in the world of finance imo. If you really care about your $ money, hook yours up to Grok Bot. It's so worth it.