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    <title>AI Tech Blog (English)</title>
    <link>https://aicyber.de5.net/en/</link>
    <description>English edition — a tech blog focused on AI, DevOps practice and career growth</description>
    <language>en</language>
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    <item>
      <title><![CDATA[I Found TypeSafe on HN After Two Years of Silence—Don't Chat. Decide.]]></title>
      <link>https://aicyber.de5.net/en/blog/jev-system-one-decision-model</link>
      <guid>https://aicyber.de5.net/en/blog/jev-system-one-decision-model</guid>
      <pubDate>Sun, 20 Sep 2026 00:00:00 +0800</pubDate>
      <description><![CDATA[TypeSafe, the AI startup from ChatGPT's RLHF co-inventor Diogo Almeida, resurfaced after two years of silence with a sharp repositioning. Here's what 'Don't chat. Decide.' actually signals for the tooling space.]]></description>
    </item>
    <item>
      <title><![CDATA[It Was 9 PM Friday, I Was Done, and the Dashboard Had Other Plans]]></title>
      <link>https://aicyber.de5.net/en/blog/friday-night-cooldown-thaw-glm-kimi-landed</link>
      <guid>https://aicyber.de5.net/en/blog/friday-night-cooldown-thaw-glm-kimi-landed</guid>
      <pubDate>Fri, 18 Sep 2026 00:00:00 +0800</pubDate>
      <description><![CDATA[I closed my last ticket, glanced at the monitoring dashboard out of habit, and found something that kept me up until 2 AM. Here's the full story of what went wrong and how I fixed it.]]></description>
    </item>
    <item>
      <title><![CDATA[Three Days Staring at server_is_overloaded: What I Should Have Tried First]]></title>
      <link>https://aicyber.de5.net/en/blog/pro-subscription-pool-dead-pay-per-use-era</link>
      <guid>https://aicyber.de5.net/en/blog/pro-subscription-pool-dead-pay-per-use-era</guid>
      <pubDate>Thu, 17 Sep 2026 00:00:00 +0800</pubDate>
      <description><![CDATA[A raw, honest account of three days stuck on a server_is_overloaded error—what I tried, what didn't work, and the one small change that finally brought the server back.]]></description>
    </item>
    <item>
      <title><![CDATA[The Afternoon I Saw the Same ChatGPT Line Three Times and Finally Understood It]]></title>
      <link>https://aicyber.de5.net/en/blog/openai-overloaded-pro-wool-impossible-triangle</link>
      <guid>https://aicyber.de5.net/en/blog/openai-overloaded-pro-wool-impossible-triangle</guid>
      <pubDate>Tue, 15 Sep 2026 00:00:00 +0800</pubDate>
      <description><![CDATA[A personal account of one long afternoon with the ChatGPT Web interface, where a single repeated line of text kept showing up and slowly revealed something I had not noticed about how the model handles instructions.]]></description>
    </item>
    <item>
      <title><![CDATA[The Night I Read Dario Amodei's Case for Pacing Frontier AI]]></title>
      <link>https://aicyber.de5.net/en/blog/dario-pandora-box-pace-frontier</link>
      <guid>https://aicyber.de5.net/en/blog/dario-pandora-box-pace-frontier</guid>
      <pubDate>Sun, 13 Sep 2026 00:00:00 +0800</pubDate>
      <description><![CDATA[Dario Amodei's five-word title, 'We Must Pace the Frontier,' is a quiet call to slow down AI development. I unpack what he means and why pacing matters now.]]></description>
    </item>
    <item>
      <title><![CDATA[I Quoted OpenAI's Internal Note Like a Prophecy — And I Went Too Far]]></title>
      <link>https://aicyber.de5.net/en/blog/pro-paused-agents-api-landed</link>
      <guid>https://aicyber.de5.net/en/blog/pro-paused-agents-api-landed</guid>
      <pubDate>Fri, 11 Sep 2026 00:00:00 +0800</pubDate>
      <description><![CDATA[A self-correcting follow-up to my GPT Pro Access Countdown post. I quoted an internal OpenAI remark about pausing Pro subscriptions and presented it as fact. Here's why I was wrong, and what I'd actually say now.]]></description>
    </item>
    <item>
      <title><![CDATA[My Google Account Is Gone, and I'm Still Picking Up the Pieces]]></title>
      <link>https://aicyber.de5.net/en/blog/agent-google-account-crisis</link>
      <guid>https://aicyber.de5.net/en/blog/agent-google-account-crisis</guid>
      <pubDate>Thu, 10 Sep 2026 00:00:00 +0800</pubDate>
      <description><![CDATA[I woke up to find my Google account gone. This is the story of what happened, the data I lost, and the slow process of getting my digital life back together.]]></description>
    </item>
    <item>
      <title><![CDATA[A Random OpenAI Post on Twitter That Made Me Stop Scrolling]]></title>
      <link>https://aicyber.de5.net/en/blog/astra-compute-bottleneck-pro-pause</link>
      <guid>https://aicyber.de5.net/en/blog/astra-compute-bottleneck-pro-pause</guid>
      <pubDate>Wed, 09 Sep 2026 00:00:00 +0800</pubDate>
      <description><![CDATA[A single tweet from an OpenAI insider turned my afternoon scroll into a deep dive into what the company is really building. Here's what I found and why it stuck with me.]]></description>
    </item>
    <item>
      <title><![CDATA[3:15 a.m., a Ping, and I Rewired My Inference Engine to GPT-6 Astra]]></title>
      <link>https://aicyber.de5.net/en/blog/gpt6-astra-zaokit-ppt-leap</link>
      <guid>https://aicyber.de5.net/en/blog/gpt6-astra-zaokit-ppt-leap</guid>
      <pubDate>Sat, 05 Sep 2026 00:00:00 +0800</pubDate>
      <description><![CDATA[I got up at 3:15 a.m. for the GPT-6 Astra rollout, re-ran my Token Hub integration, and flipped Zaokit AI PPT's inference engine from GPT-5.6 Sol to Astra. Here's what actually changed.]]></description>
    </item>
    <item>
      <title><![CDATA[GPT-6 Astra Just Dropped: What Actually Changed and Why It Matters]]></title>
      <link>https://aicyber.de5.net/en/blog/gpt6-astra-pro-ceiling-collapsed</link>
      <guid>https://aicyber.de5.net/en/blog/gpt6-astra-pro-ceiling-collapsed</guid>
      <pubDate>Fri, 04 Sep 2026 00:00:00 +0800</pubDate>
      <description><![CDATA[GPT-6 Astra officially launched today. I break down what's new, how it compares to previous releases, and what this means for developers and everyday users.]]></description>
    </item>
    <item>
      <title><![CDATA[When Eleven People Hit Opus Pricing, the Numbers Start Slapping You]]></title>
      <link>https://aicyber.de5.net/en/blog/gemini38-flash-team-memory-evolution</link>
      <guid>https://aicyber.de5.net/en/blog/gemini38-flash-team-memory-evolution</guid>
      <pubDate>Thu, 03 Sep 2026 00:00:00 +0800</pubDate>
      <description><![CDATA[Eleven people, hundreds of API calls per day, all at Opus and GPT-5.6 pricing. The bill wasn't unusual—but the structural question behind it was.]]></description>
    </item>
    <item>
      <title><![CDATA[Two Years with Large Models: Capability Doesn't Climb, It Jumps]]></title>
      <link>https://aicyber.de5.net/en/blog/fable-gpt6-aha-not-kpi</link>
      <guid>https://aicyber.de5.net/en/blog/fable-gpt6-aha-not-kpi</guid>
      <pubDate>Wed, 02 Sep 2026 00:00:00 +0800</pubDate>
      <description><![CDATA[Two years of using large models taught me one thing: capability growth isn't a smooth curve. Here's what those discontinuous jumps look like from the inside, and why they matter.]]></description>
    </item>
    <item>
      <title><![CDATA[I Swapped Grok Bot for OpenClaw 2.0. Same Workflow, Same UI, Same Slack.]]></title>
      <link>https://aicyber.de5.net/en/blog/openclaw-team-vs-hermes</link>
      <guid>https://aicyber.de5.net/en/blog/openclaw-team-vs-hermes</guid>
      <pubDate>Tue, 01 Sep 2026 00:00:00 +0800</pubDate>
      <description><![CDATA[After two months running an automated competitor-tracking workflow on Grok Bot, I fed OpenClaw 2.0 the exact same instructions. It works, the UI looks nearly identical, and that's where the interesting part starts.]]></description>
    </item>
    <item>
      <title><![CDATA[OpenClaw 2.0's Shared Cloud Sessions: Pulling Someone to the Same Table]]></title>
      <link>https://aicyber.de5.net/en/blog/openclaw-2-accidentally</link>
      <guid>https://aicyber.de5.net/en/blog/openclaw-2-accidentally</guid>
      <pubDate>Mon, 31 Aug 2026 00:00:00 +0800</pubDate>
      <description><![CDATA[OpenClaw 2.0 shipped a lot of impressive stuff, but Shared Cloud Sessions—the feature the team calls 'multiplayer'—is the one that actually changed how I think about working together. Here's what made me stop and stare.]]></description>
    </item>
    <item>
      <title><![CDATA[OpenAI Cut Cursor's API Access, but the 5% Number Everyone Cites Isn't the Real Trigger]]></title>
      <link>https://aicyber.de5.net/en/blog/hardware-is-king-spacex-agi</link>
      <guid>https://aicyber.de5.net/en/blog/hardware-is-king-spacex-agi</guid>
      <pubDate>Sun, 30 Aug 2026 00:00:00 +0800</pubDate>
      <description><![CDATA[OpenAI cut off Cursor's API access, and the immediate reaction framed it as a traffic war over 5% of call volume. I dug into the actual numbers and found the real trigger is something else.]]></description>
    </item>
    <item>
      <title><![CDATA[I've Seen a Very Quiet Kind of Failure, and It's the Hardest to Find]]></title>
      <link>https://aicyber.de5.net/en/blog/enterprise-ai-org-conflict</link>
      <guid>https://aicyber.de5.net/en/blog/enterprise-ai-org-conflict</guid>
      <pubDate>Sat, 29 Aug 2026 00:00:00 +0800</pubDate>
      <description><![CDATA[A personal account of a production failure so subtle it went undetected for weeks. What it taught me about monitoring, assumptions, and the bugs that don't announce themselves.]]></description>
    </item>
    <item>
      <title><![CDATA[I Chose Two Characters for My Company and Walked Out the Door]]></title>
      <link>https://aicyber.de5.net/en/blog/one-person-company-story</link>
      <guid>https://aicyber.de5.net/en/blog/one-person-company-story</guid>
      <pubDate>Fri, 28 Aug 2026 00:00:00 +0800</pubDate>
      <description><![CDATA[In July 2023, I registered Shanghai Xunyi Information Technology Co., Ltd. This is the story of picking a name that means 'follow the thread, dig out the value,' and the small moment it became real.]]></description>
    </item>
    <item>
      <title><![CDATA[I Let AI Assistants Click the Web for Six Months. It Emptied My Cart.]]></title>
      <link>https://aicyber.de5.net/en/blog/webmcp-openai-this-week</link>
      <guid>https://aicyber.de5.net/en/blog/webmcp-openai-this-week</guid>
      <pubDate>Thu, 27 Aug 2026 00:00:00 +0800</pubDate>
      <description><![CDATA[After six months of testing AI web assistants on real tasks—booking tickets, filling forms, tracking packages—I'm sharing what actually works, what keeps breaking, and the time one bot emptied my cart.]]></description>
    </item>
    <item>
      <title><![CDATA[I Stripped My Company Down to One Human and a Stack of Agents]]></title>
      <link>https://aicyber.de5.net/en/blog/one-person-plus-agents</link>
      <guid>https://aicyber.de5.net/en/blog/one-person-plus-agents</guid>
      <pubDate>Wed, 26 Aug 2026 00:00:00 +0800</pubDate>
      <description><![CDATA[How I run a Shanghai AI company with one human and a fleet of agents. The execution layer is fully stripped away—only direction, trade-offs, and sign-off stay in my hands.]]></description>
    </item>
    <item>
      <title><![CDATA[Self-Disruption Isn't an Attitude Problem—It's About Who Can Bring the Blade Down]]></title>
      <link>https://aicyber.de5.net/en/blog/disrupt-yourself-openai</link>
      <guid>https://aicyber.de5.net/en/blog/disrupt-yourself-openai</guid>
      <pubDate>Tue, 25 Aug 2026 00:00:00 +0800</pubDate>
      <description><![CDATA[Being willing to disrupt yourself means admitting last month's working pipeline is dead and killing it yourself. But the real question isn't attitude—it's who in the organization actually has the authority to bring the blade down on the org chart.]]></description>
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