Hyperagent – Make Agents Learn, Compound, and Scale

2026-02-204:4010hyperagent.com

AGI is here. You just don't know how to use it. Hyperagent is the system for making agents work.

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Introducing Hyperagent, made by the team at

The models will keep getting smarter on their own. What matters now is the system that lets agents learn, compound, and scale.

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Use frontier model-powered agents with a full suite of tools at their disposal - browser, shell, file system, code execution, image and video generation, and hundreds of enterprise integrations - capable of chaining across long-running, complex tasks.

Equip agents with skills that codify how work gets done — interacting with the Stripe API, running your due diligence framework, writing press releases that fit your voice and process. Skills can improve with every run through suggested refinements. The system also recommends new skills to save when the agent identifies valuable learnings.

Package a full agent configuration - system prompt, skills, tool access, model selection, budget limits - into a role with defined triggers. Deploy it to your company Slack, always listening, ready to jump in proactively.

Track usage, performance, and cost across all your agents in real time. Score every run with LLM-as-judge against configurable eval rubrics. A/B test any change - new models, prompts, skills, tool configurations - against real workloads.

Research both sides of a debate, write a natural dialogue script, generate a full audio episode, and build a branded landing page.

Web searchDocumentsAudioImagesApp gen

Search LinkedIn and GitHub for 50 candidates, score them on experience and signal strength, and draft personalized outreach for the top 10.

Web searchDeep researchTablesWebpages

Scout premium ad locations across LA, pull Street View images, estimate traffic, and plot everything on an interactive map with a ranked scouting report.

Web searchMapsTablesWebpages

Scout Miami venues, compare hotel and activity options, build an interactive map with drive times, and produce a visual lookbook for stakeholders.


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