We're building self-improving agents to automate tedious, repetitive operational work @GrepdotAI. At IG, a UK online brokerage, Grep agents review compliance alerts, helping over 80% of traders onboard without manual intervention. IG is now a FTSE 100 company. Operational work often means following a specific procedure, gathering information from different sources, checking it against what's needed, and deciding what to do next. The steps are repetitive, but no job is the same, making the work tedious to do by hand and hard to automate with workflows alone. Meanwhile, using frontier agents to reason through every task is often too expensive to scale. Grep.Al gives you an agent workforce that: -> Takes minutes to create and are domain experts with the right skills and tools from day one. -> Learn from every run, moving repeatable steps into code and workflows and saving frontier intelligence for exceptions and unfamiliar cases. -> Get smarter and cheaper as they scale using our AgentRun harness. -> Runs on our managed agent platform with secure sandboxes, audit logs, evals, cost controls, team sharing, and access controls included. Grep AI agents are available on demand and can run on schedules or in batch. Access them via the console, MCP, API, or SDKs that integrate into your existing workflows. Our customers, including IG, Airwallex, Worldpay, FV Bank, and Citizens Bank, have saved more than 250,000 hours of operational work with Grep Al agents across onboarding, doc verification, compliance, underwriting, operations, HR, GT ops, market research, and business intelligence. If operational bottlenecks are slowing your business down, create an agent workforce with Grep to automate them in minutes. P.S. We're in the @ycombinator Fall 2026 batch!

Day 2: One of our most common requests from customers was to automate internal tools and cloud software that didn't have APIs or MCPs. Last week we launched that feature in @grepdotai. Today we're open-sourcing the harness feature that makes it work as an @pidotdev extension.

Another week of launches! We're open-sourcing the best parts of our Jev-powered harness as Pi extensions, starting with pi-vision.

Prediction: every decade will bring a new, even more impressive Roadster demo, but the actual product will remain elusive. And maybe that's actually ok? It's a symbol of technological progress and our aspiration to build awesome stuff.

Day 2: xitter.cf/_aj/status/21100480218…

Day 4: What's an agent without evals? Today we're launching native evals in @GREPdotAI. Now every time you create an agent, we automatically create a set of evaluation questions that you can edit and update. Then, while the agent is running, your team can evaluate it and provide feedback on its accuracy. That feedback goes back into the agent harness, and Grep suggests prompt updates you can apply like a GitHub pull request to improve your agent.

Day 3 of our week of launches: Connected accounts + authenticated browser access. Grep already includes over 100 data integrations out of the box - no logins needed. But as our agents took on more automation, it became clear that customers needed a way to add their own integrations, APIs, and even internal tools with no MCP or API connection. That's why we're excited to team up with @composio to bring over 1,000 integrations to @GREPdotAI for all your favorite SaaS products, including Gmail, Calendar, Outlook, Notion, Salesforce, and much more. Customers can also add their own custom APIs and MCPs to Grep's agents for tools without a built-in integration. But not every product or application has an API or MCP, like internal tools, legacy software, and government-run databases. For those use cases, we're also launching authenticated browser access for agents. Just log in to any web app once, and we securely store your credentials in an encrypted vault so your agents can use the application for automation. If you don't want your credentials stored, you can also log in manually every time the session expires. Now, Grep agents can automate any online application or website and access any online data source, reducing the repetitive work that slows down your business. For example, a customer onboarding onto a fintech might hit a manual review step because a compliance screening alert flags their name as similar to one on a sanctions list. An agent can pull compliance alerts from a case queue in Salesforce, log in to a legacy screening solution like Nice Actimize to disposition the alerts using deep research and Grep's data integrations, and then send RFIs to customers via email when there isn't sufficient evidence. Check it out at Grep.ai