Omni by xpander

Who pays for the tokens on scheduled runs? that's usually where these get expensive fast.

Sounds cool. I liked the part about the daily signup summary and catching the bug in the push to the PR.

Benchmarking models for cost at the same quality sounds so useful. going to check it out soon.

Huge congrats on the launch! "Stop babysitting your AI agents" hits the exact pain point so many builders and teams are facing right now as agentic workflows scale. Love seeing tools that focus on execution reliability and autonomy rather than just hype. Excited to see how this evolves and saves teams endless hours!

Congrats on the launch! sounds like an interesting tech. Can you please share more details about the runtime environment? are you using some off-the-shelf harness or did you build your own?

the "stopping when the lid closes" line hit home - I was literally in a forum thread yesterday about caffeinate vs actual lid-close sleep on macOS for this exact reason, so this feels like the real fix past that hack. curious about the "compares models to pick the right one for the task" part specifically - once an agent is running fine on a given model, what triggers a re-comparison? is it every scheduled run, only on failure, or only when I ask, and if it decides to switch mid-flight does that need my approval or does it just swap silently

The mock data testing before putting an agent in the cloud is a really useful touch. It could save a lot of debugging time later.

Real question, how much of the 'fixes itself' actually works vs needs me to step in. Not being cynical, I've just been let down by this claim before.

what happens if a scheduled run hits something that needs a human decision. does it wait, ping someone, or just die?

Congrats on the launch! BTW, when a target site changes its layout, does the Bot auto-detect the break and self-heal, or does it silently start returning bad data until you notice?

This comment was fully written by an actual human. Yes reallyHi hunters,Ran here, co-founder of xpander.ai.If you ever found yourself troubleshooting OpenClaw or Hermes at 2am, staring at Cowork or Claude code waste your tokens on failed jobs, or got stuck in a 100-prompt loop trying to achieve something with your "AI Assistant" - then this product launch is for you.We built Omni so you can start using AI, instead of tinkering with it.Omni is your agentic teammateYou ask, and Omni executes like an extremely useful generalist agent. Then, it can actually build your custom agents that are mission-specific for any business process you have - it wires the connectors and skills, sets up the system prompt and schedules, then tests and ships it.After that, it does the part that used to eat up your time as you tried to stand up something that really brings value: reading the logs, troubleshooting failed runs, optimizing performance, and benchmarking models for cost and quality to pick the right one for the task.The babysitting is Omni's job now, not yours.Real asks from early users:"Benchmark this agent across latest Sonnet, GPT, and Qwen models. Tell me which is cheapest at the same quality.""Watch our cloud bill. When something spikes, find the cause and post it in Slack.""Every morning, pull yesterday's signups, enrich them, and drop the interesting ones in our channel.""Last night's run failed. Figure out why and fix it."Omni works great if you're a solo-user, but is designed for Multiplayer AI work - Agent builders can share their agent with other team members, so their hard work doesn't stay confined to only making themselves great at their job, but the entire team or organization. It's built on xpander enterprise-grade agent infrastructureOmni is an omni-present AI Agent built on top of the xpander platform - a battle tested agent infrastructure product that already drives Agentic AI in Fortune 500 companies across various industries, and different sizes small-medium enterprises. Omni is just the latest addition to that platform, that makes driving it automatic, easy, and fun - instead of manually standing up AI infrastructure and building agents, you can start just getting ROI from agents.Some of these capabilities that are relevant if you're a part of a company with agent infrastructure requirements:Self-deploys to any cloud, your VPC, on-prem, or fully air-gapped.Sandboxed on isolated compute2,000+ spec-enriched tools and MCP connectors, plus create a connector to any APIRuntime environment optimized for security - for example, secrets are injected from a vault into downstream tools, with the model never seeing a secret.Choose any model from any provider, instead of getting married to the major AI labs.Permissioned per user and audited on every action. This platform has passed significant enterprise security reviews.Omni puts the power of agentic AI in your hands without all the required tinkering.We really hope you'll love the product and the experience - we're waiting for you to let us know here in the comments, or in the built-in feedback screen in the product.Free to start now at chat.xpander.ai.