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    <title>Sugra Blog</title>
    <link>https://sugra.systems/blog</link>
    <description>Developer blog for the Sugra API</description>
    <language>en</language>
    <item>
      <title>From Hello World to a fleet of AI agents</title>
      <link>https://sugra.systems/blog/from-hello-world-to-fleet</link>
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      <pubDate>Sun, 14 Apr 2024 00:00:00 GMT</pubDate>
      <description>I am not a developer. Two years ago I shipped an API in a couple of days. Today AI agents build it - and check each other. What changed in how software gets made.</description>
    </item>
    <item>
      <title>You don't get hacked. You get logged into.</title>
      <link>https://sugra.systems/blog/logged-in-not-hacked</link>
      <guid isPermaLink="true">https://sugra.systems/blog/logged-in-not-hacked</guid>
      <pubDate>Mon, 19 Jan 2026 00:00:00 GMT</pubDate>
      <description>Microsoft Digital Defense Report 2025 and a CEO view of 2026: identity as perimeter, data as leverage, hybrid ransomware, and board-level security OKRs.</description>
    </item>
    <item>
      <title>AI and the Great Divergence</title>
      <link>https://sugra.systems/blog/ai-and-the-great-divergence</link>
      <guid isPermaLink="true">https://sugra.systems/blog/ai-and-the-great-divergence</guid>
      <pubDate>Fri, 23 Jan 2026 00:00:00 GMT</pubDate>
      <description>The White House CEA report frames AI as industrial-scale change. The race is speed through foundation, scaling, and model shift - not the volume of the narrative.</description>
    </item>
    <item>
      <title>AI is confidently wrong about live data</title>
      <link>https://sugra.systems/blog/ai-confidently-wrong-live-data</link>
      <guid isPermaLink="true">https://sugra.systems/blog/ai-confidently-wrong-live-data</guid>
      <pubDate>Sun, 14 Apr 2024 00:00:00 GMT</pubDate>
      <description>Web search does not fix frozen training data. Measured head-to-head: a primary-source data layer beat model web search on accuracy and determinism - and that is why Sugra API exists.</description>
    </item>
    <item>
      <title>Brave New World, the 95% I didn't get to say on stage</title>
      <link>https://sugra.systems/blog/brave-new-world-95</link>
      <guid isPermaLink="true">https://sugra.systems/blog/brave-new-world-95</guid>
      <pubDate>Mon, 06 Jul 2026 00:00:00 GMT</pubDate>
      <description>After Change Inspire 2026 I had fifteen minutes and delivered maybe 5%. This is the other 95%: slide by slide, with sources - AI adoption, history that rhymes, Kodak moments, fire, Zero Trust, and why governance is the whole game.</description>
    </item>
    <item>
      <title>Seven directions. One key.</title>
      <link>https://sugra.systems/blog/platform-intro</link>
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      <pubDate>Tue, 12 May 2026 00:00:00 GMT</pubDate>
      <description>How the Sugra API is organized: authentication, envelope, rate limits, and seven named product directions behind one key.</description>
    </item>
    <item>
      <title>Sugra Finance</title>
      <link>https://sugra.systems/blog/sugra-finance</link>
      <guid isPermaLink="true">https://sugra.systems/blog/sugra-finance</guid>
      <pubDate>Tue, 19 May 2026 00:00:00 GMT</pubDate>
      <description>Markets direction: equities, options, crypto, commodities, forex, indicators, and filings-grade fundamentals behind one API key.</description>
    </item>
    <item>
      <title>Sugra Macro</title>
      <link>https://sugra.systems/blog/sugra-macro</link>
      <guid isPermaLink="true">https://sugra.systems/blog/sugra-macro</guid>
      <pubDate>Tue, 26 May 2026 00:00:00 GMT</pubDate>
      <description>Official economic record: central banks, statistical agencies, global trade, and public finance - published series only.</description>
    </item>
    <item>
      <title>Sugra Entity</title>
      <link>https://sugra.systems/blog/sugra-entity</link>
      <guid isPermaLink="true">https://sugra.systems/blog/sugra-entity</guid>
      <pubDate>Tue, 02 Jun 2026 00:00:00 GMT</pubDate>
      <description>KYB and entity screening: sovereign sanctions, PEP signals, LEI and VAT resolution - a signal, not a determination.</description>
    </item>
    <item>
      <title>Sugra NetAtlas</title>
      <link>https://sugra.systems/blog/sugra-netatlas</link>
      <guid isPermaLink="true">https://sugra.systems/blog/sugra-netatlas</guid>
      <pubDate>Tue, 09 Jun 2026 00:00:00 GMT</pubDate>
      <description>First-party network intelligence: IP, ASN, BGP, RPKI, Tor, and privacy signals from primary internet sources.</description>
    </item>
    <item>
      <title>Sugra News</title>
      <link>https://sugra.systems/blog/sugra-news</link>
      <guid isPermaLink="true">https://sugra.systems/blog/sugra-news</guid>
      <pubDate>Tue, 16 Jun 2026 00:00:00 GMT</pubDate>
      <description>Curated global headlines, GDELT media analytics, and Wikipedia attention - three layers of the news cycle under one key.</description>
    </item>
    <item>
      <title>Sugra Earth</title>
      <link>https://sugra.systems/blog/sugra-earth</link>
      <guid isPermaLink="true">https://sugra.systems/blog/sugra-earth</guid>
      <pubDate>Tue, 23 Jun 2026 00:00:00 GMT</pubDate>
      <description>Weather, climate, disasters, energy, and satellite - the physical world as an API with provenance.</description>
    </item>
    <item>
      <title>Sugra Research</title>
      <link>https://sugra.systems/blog/sugra-research</link>
      <guid isPermaLink="true">https://sugra.systems/blog/sugra-research</guid>
      <pubDate>Tue, 30 Jun 2026 00:00:00 GMT</pubDate>
      <description>Scholarly and development data: arXiv, NBER, Crossref, and long-run growth statistics.</description>
    </item>
    <item>
      <title>When macro meets markets</title>
      <link>https://sugra.systems/blog/compose-macro-finance</link>
      <guid isPermaLink="true">https://sugra.systems/blog/compose-macro-finance</guid>
      <pubDate>Tue, 07 Jul 2026 00:00:00 GMT</pubDate>
      <description>Compose official macro prints with market quotes and indicators in one client workflow.</description>
    </item>
    <item>
      <title>Screen first, then read the room</title>
      <link>https://sugra.systems/blog/compose-entity-news</link>
      <guid isPermaLink="true">https://sugra.systems/blog/compose-entity-news</guid>
      <pubDate>Fri, 10 Jul 2026 00:00:00 GMT</pubDate>
      <description>Compose Entity screening with News media context for a compliance desk slice.</description>
    </item>
    <item>
      <title>Ops brief from Sugra Earth</title>
      <link>https://sugra.systems/blog/compose-earth-ops</link>
      <guid isPermaLink="true">https://sugra.systems/blog/compose-earth-ops</guid>
      <pubDate>Tue, 14 Jul 2026 00:00:00 GMT</pubDate>
      <description>Join weather, hazards, grid, and aviation into one physical-world operations brief.</description>
    </item>
    <item>
      <title>Building an event pack</title>
      <link>https://sugra.systems/blog/compose-event-stack</link>
      <guid isPermaLink="true">https://sugra.systems/blog/compose-event-stack</guid>
      <pubDate>Fri, 17 Jul 2026 00:00:00 GMT</pubDate>
      <description>Market print, media coverage, and macro backdrop in one client-side event pack.</description>
    </item>
    <item>
      <title>What to use when</title>
      <link>https://sugra.systems/blog/series-conclusion</link>
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      <pubDate>Tue, 21 Jul 2026 00:00:00 GMT</pubDate>
      <description>Decision guide for choosing and combining Sugra API product directions.</description>
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