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Atlan
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Atlan
@AtlanHQ
The context layer making AI 5x more accurate
Becoming Frontier 👉
atlan.com/frontier
Joined September 2012
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  • user avatar
    Atlan
    @AtlanHQ
    Aug 5
    Article cover image
    Article
    We turned our GTM intelligence from one analyst into a fleet of agents
    In Atlan's early days in 2021-2022, long before we had enough scale for quantitative analysis to mean anything, every qualitative signal mattered — each call carried a piece of insight we couldn't...
  • user avatar
    Atlan
    @AtlanHQ
    Aug 4
    Article cover image
    Article
    We ship website changes faster than we can watch. So one agent never stops working
    One evening last spring, one of us opened atlan.com on his phone and watched a blank rectangle sit where the homepage should be. Eight seconds of nothing. Then close to twenty more...
  • user avatar
    Atlan
    @AtlanHQ
    Jul 31
    We’re trying to build Atlan as a truly frontier company: one where AI is at the core of how we operate and makes us more ambitious, not just efficient. We’re learning by experimenting, and Becoming Frontier is where we share it all in the open: what worked, what didn’t, and what
    user avatar
    Prukalpa ✨
    Atlan
    @prukalpa
    Jul 30
    Launch alert! 🚀 Excited to announce the launch of Becoming Frontier today. For the past 16 months, we’ve been on a quest to build @AtlanHQ into a truly frontier company. 16 months of learning, unlearning, failing, and experimenting. Today we're sharing all of it. Becoming
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    Atlan
    @AtlanHQ
    Jul 17
    We built an AI agent that investigates production incidents across 500+ customer environments using loop engineering. It went from burning our API budget on noise to resolving issues in 2 minutes.
    user avatar
    Arnab Saha
    Atlan
    @arniesaha
    Jul 17
    Article cover image
    Article
    Loop Engineering in Production: Putting AI Agents on Call
    It's 3 AM and a pager goes off. Error rates are climbing in one of the many customer environments we run. The clock is already running, and most of the first half hour does not go to fixing. It goes...
  • user avatar
    Atlan
    @AtlanHQ
    Jul 17
    We had an agent loop running in early 2026. It still failed. 11,000 alerts a month and the agent investigated all of them with the same intensity, burning the API budget on noise and learning nothing between runs. So we built the scaffolding around it: admission filtering,
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