feed.xml

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    <rss version="2.0">
      <channel>
        <title>Steven Chou Blog</title>
        <link>https://stevenchouai.github.io/blog</link>
        <description>Full-stack quality engineer building high-reliability payment rails and financial transaction systems at a leading global fintech platform. Dedicated to continuous self-mastery, fitness, and geographic freedom as a digital nomad.</description>
        <language>en-us</language>
        
        <item>
          <title>Entropy, Leverage, and the Engineer&apos;s Choice</title>
          <link>https://stevenchouai.github.io/blog/2026-06-06-entropy-leverage-engineer/</link>
          <guid>https://stevenchouai.github.io/blog/2026-06-06-entropy-leverage-engineer/</guid>
          <pubDate>Sat, 06 Jun 2026 00:00:00 GMT</pubDate>
          <description>Most people drift through life on autopilot, operating on the 95% of unconscious routines. It’s the path of least resistance—it’s safe, it’s comfortable, and it</description>
          <category>career</category><category>engineering</category><category>strategy</category>
        </item>
        <item>
          <title>Daily Insights — 2026-06-29</title>
          <link>https://stevenchouai.github.io/blog/daily-insights-2026-06-29/</link>
          <guid>https://stevenchouai.github.io/blog/daily-insights-2026-06-29/</guid>
          <pubDate>Mon, 29 Jun 2026 00:00:00 GMT</pubDate>
          <description>Group dynamics as experience multiplier, serendipity engineering, and the reframe-from-exit principle</description>
          <category>Cognition</category><category>Daily Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Weekly Insights — Week of 2026-06-22</title>
          <link>https://stevenchouai.github.io/blog/weekly-insights-2026-06-28/</link>
          <guid>https://stevenchouai.github.io/blog/weekly-insights-2026-06-28/</guid>
          <pubDate>Sun, 28 Jun 2026 00:00:00 GMT</pubDate>
          <description>从表层优化到系统构建：语言姿态、执行密度与环境工程的三阶认知升级</description>
          <category>Cognition</category><category>Weekly Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Daily Insights — 2026-06-28</title>
          <link>https://stevenchouai.github.io/blog/daily-insights-2026-06-28/</link>
          <guid>https://stevenchouai.github.io/blog/daily-insights-2026-06-28/</guid>
          <pubDate>Sun, 28 Jun 2026 00:00:00 GMT</pubDate>
          <description>Gap-as-sequencing, insight half-life, rest-to-inertia phase transitions, and the structure of contingency plans</description>
          <category>Cognition</category><category>Daily Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Daily Insights — 2026-06-26</title>
          <link>https://stevenchouai.github.io/blog/daily-insights-2026-06-26/</link>
          <guid>https://stevenchouai.github.io/blog/daily-insights-2026-06-26/</guid>
          <pubDate>Fri, 26 Jun 2026 00:00:00 GMT</pubDate>
          <description>Environment over tools; challenge over preparation; anxiety as planning input</description>
          <category>Cognition</category><category>Daily Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Daily Insights — 2026-06-24</title>
          <link>https://stevenchouai.github.io/blog/daily-insights-2026-06-24/</link>
          <guid>https://stevenchouai.github.io/blog/daily-insights-2026-06-24/</guid>
          <pubDate>Wed, 24 Jun 2026 00:00:00 GMT</pubDate>
          <description>Volume without encoding is noise; meta-awareness doesn&apos;t close the gap; reframing can be armor against solving</description>
          <category>Cognition</category><category>Daily Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Daily Insights — 2026-06-22</title>
          <link>https://stevenchouai.github.io/blog/daily-insights-2026-06-22/</link>
          <guid>https://stevenchouai.github.io/blog/daily-insights-2026-06-22/</guid>
          <pubDate>Mon, 22 Jun 2026 00:00:00 GMT</pubDate>
          <description>Framing is a cognitive skill; mechanics beat philosophy in professional answers; isomorphic skills cross domain boundaries</description>
          <category>Cognition</category><category>Daily Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Weekly Insights — Week of 2026-06-15</title>
          <link>https://stevenchouai.github.io/blog/weekly-insights-2026-06-21/</link>
          <guid>https://stevenchouai.github.io/blog/weekly-insights-2026-06-21/</guid>
          <pubDate>Sun, 21 Jun 2026 00:00:00 GMT</pubDate>
          <description>从知道到做到的自动性鸿沟；不适感即护城河；自我应用的认知盲区</description>
          <category>Cognition</category><category>Weekly Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Daily Insights — 2026-06-21</title>
          <link>https://stevenchouai.github.io/blog/daily-insights-2026-06-21/</link>
          <guid>https://stevenchouai.github.io/blog/daily-insights-2026-06-21/</guid>
          <pubDate>Sun, 21 Jun 2026 00:00:00 GMT</pubDate>
          <description>Environment design beats tool accumulation; the knowing-doing gap is a friction problem; external structure quiets internal noise</description>
          <category>Cognition</category><category>Daily Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Daily Insights — 2026-06-20</title>
          <link>https://stevenchouai.github.io/blog/daily-insights-2026-06-20/</link>
          <guid>https://stevenchouai.github.io/blog/daily-insights-2026-06-20/</guid>
          <pubDate>Sat, 20 Jun 2026 00:00:00 GMT</pubDate>
          <description>Meta-learning as a self-improving system; the exploration tax; what high-signal feedback actually looks like</description>
          <category>Cognition</category><category>Daily Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Daily Insights — 2026-06-19</title>
          <link>https://stevenchouai.github.io/blog/daily-insights-2026-06-19/</link>
          <guid>https://stevenchouai.github.io/blog/daily-insights-2026-06-19/</guid>
          <pubDate>Fri, 19 Jun 2026 00:00:00 GMT</pubDate>
          <description>Definability as the true proxy for automation risk; closing the loop between knowing and executing</description>
          <category>Cognition</category><category>Daily Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Daily Insights — 2026-06-18</title>
          <link>https://stevenchouai.github.io/blog/daily-insights-2026-06-18/</link>
          <guid>https://stevenchouai.github.io/blog/daily-insights-2026-06-18/</guid>
          <pubDate>Thu, 18 Jun 2026 00:00:00 GMT</pubDate>
          <description>The gap between knowing and doing isn&apos;t knowledge — it&apos;s automaticity</description>
          <category>Cognition</category><category>Daily Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Daily Insights — 2026-06-17</title>
          <link>https://stevenchouai.github.io/blog/daily-insights-2026-06-17/</link>
          <guid>https://stevenchouai.github.io/blog/daily-insights-2026-06-17/</guid>
          <pubDate>Wed, 17 Jun 2026 00:00:00 GMT</pubDate>
          <description>The gap between what you know and how you position it; evidence-first thinking doesn&apos;t automatically self-apply</description>
          <category>Cognition</category><category>Daily Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Daily Insights — 2026-06-16</title>
          <link>https://stevenchouai.github.io/blog/daily-insights-2026-06-16/</link>
          <guid>https://stevenchouai.github.io/blog/daily-insights-2026-06-16/</guid>
          <pubDate>Tue, 16 Jun 2026 00:00:00 GMT</pubDate>
          <description>Preparation is doing, not preparing to do; graceful degradation beats perfection; procedural comfort masks technical gaps.</description>
          <category>Cognition</category><category>Daily Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Daily Insights — 2026-06-15</title>
          <link>https://stevenchouai.github.io/blog/daily-insights-2026-06-15/</link>
          <guid>https://stevenchouai.github.io/blog/daily-insights-2026-06-15/</guid>
          <pubDate>Mon, 15 Jun 2026 00:00:00 GMT</pubDate>
          <description>结构化分解、故事库盲区、以及不舒适感作为竞争力信号</description>
          <category>Cognition</category><category>Daily Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Weekly Insights — Week of 2026-06-08</title>
          <link>https://stevenchouai.github.io/blog/weekly-insights-2026-06-14/</link>
          <guid>https://stevenchouai.github.io/blog/weekly-insights-2026-06-14/</guid>
          <pubDate>Sun, 14 Jun 2026 00:00:00 GMT</pubDate>
          <description>从自我诊断到结构思维的认知升级 — 三个反复出现的主题和一条清晰的演化路径</description>
          <category>Cognition</category><category>Weekly Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Daily Insights — 2026-06-14</title>
          <link>https://stevenchouai.github.io/blog/daily-insights-2026-06-14/</link>
          <guid>https://stevenchouai.github.io/blog/daily-insights-2026-06-14/</guid>
          <pubDate>Sun, 14 Jun 2026 00:00:00 GMT</pubDate>
          <description>诊断的幻觉、信息激活失败、意图与行为的错位、以及节奏校准的本质</description>
          <category>Cognition</category><category>Daily Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Daily Insights — 2026-06-13</title>
          <link>https://stevenchouai.github.io/blog/daily-insights-2026-06-13/</link>
          <guid>https://stevenchouai.github.io/blog/daily-insights-2026-06-13/</guid>
          <pubDate>Sat, 13 Jun 2026 00:00:00 GMT</pubDate>
          <description>管理节奏的校准、职业护城河的本质、低资源试错悖论、连胜的隐性脆弱</description>
          <category>Cognition</category><category>Daily Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Daily Insights — 2026-06-12</title>
          <link>https://stevenchouai.github.io/blog/daily-insights-2026-06-12/</link>
          <guid>https://stevenchouai.github.io/blog/daily-insights-2026-06-12/</guid>
          <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
          <description>信息激活、优先级劫持、组织归属感的结构真相、经验的可迁移性</description>
          <category>Cognition</category><category>Daily Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Daily Insights — 2026-06-11</title>
          <link>https://stevenchouai.github.io/blog/daily-insights-2026-06-11/</link>
          <guid>https://stevenchouai.github.io/blog/daily-insights-2026-06-11/</guid>
          <pubDate>Thu, 11 Jun 2026 00:00:00 GMT</pubDate>
          <description>Role framing precision, friction-gain thresholds, uncertainty compression, and the adjacent-role lattice</description>
          <category>Cognition</category><category>Daily Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Daily Insights — 2026-06-10</title>
          <link>https://stevenchouai.github.io/blog/daily-insights-2026-06-10/</link>
          <guid>https://stevenchouai.github.io/blog/daily-insights-2026-06-10/</guid>
          <pubDate>Wed, 10 Jun 2026 00:00:00 GMT</pubDate>
          <description>Narrative collapse in career signals, adjacent role pivots, and where technical depth actually lives</description>
          <category>Cognition</category><category>Daily Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Daily Insights — 2026-06-09</title>
          <link>https://stevenchouai.github.io/blog/daily-insights-2026-06-09/</link>
          <guid>https://stevenchouai.github.io/blog/daily-insights-2026-06-09/</guid>
          <pubDate>Tue, 09 Jun 2026 00:00:00 GMT</pubDate>
          <description>Adversarial self-assessment, leverage inversion, and the diagnostic power of replaceability</description>
          <category>Cognition</category><category>Daily Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Daily Insights — 2026-06-08</title>
          <link>https://stevenchouai.github.io/blog/daily-insights-2026-06-08/</link>
          <guid>https://stevenchouai.github.io/blog/daily-insights-2026-06-08/</guid>
          <pubDate>Mon, 08 Jun 2026 00:00:00 GMT</pubDate>
          <description>Adversarial self-assessment, replaceability as clarity, and the gap between knowing and doing</description>
          <category>Cognition</category><category>Daily Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Daily Insights — 2026-06-07</title>
          <link>https://stevenchouai.github.io/blog/daily-insights-2026-06-07/</link>
          <guid>https://stevenchouai.github.io/blog/daily-insights-2026-06-07/</guid>
          <pubDate>Sun, 07 Jun 2026 00:00:00 GMT</pubDate>
          <description>Constraint mapping, evidence gaps, shifting leverage, and diagnosing the body before the psyche</description>
          <category>Cognition</category><category>Daily Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Two Weeks of Cognitive Shifts — What I Learned Preparing for High-Stakes Conversations</title>
          <link>https://stevenchouai.github.io/blog/two-weeks-of-cognitive-shifts/</link>
          <guid>https://stevenchouai.github.io/blog/two-weeks-of-cognitive-shifts/</guid>
          <pubDate>Sat, 06 Jun 2026 00:00:00 GMT</pubDate>
          <description>From memorization to abstraction, from information density to judgment quality — a two-week retrospective on how preparation pressure reshaped the way I think.</description>
          <category>Cognition</category><category>Reflection</category><category>Learning</category><category>Career</category>
        </item>
        <item>
          <title>Daily Insights — 2026-06-06</title>
          <link>https://stevenchouai.github.io/blog/daily-insights-2026-06-06/</link>
          <guid>https://stevenchouai.github.io/blog/daily-insights-2026-06-06/</guid>
          <pubDate>Sat, 06 Jun 2026 00:00:00 GMT</pubDate>
          <description>Cognitive coverage, energy as a trigger system, and destination-first planning</description>
          <category>Cognition</category><category>Daily Insights</category><category>Learning</category>
        </item>
        <item>
          <title>Three-Agent Daily Log — 2026-05-17</title>
          <link>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-17/</link>
          <guid>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-17/</guid>
          <pubDate>Sun, 17 May 2026 00:00:00 GMT</pubDate>
          <description>Sent: **Table stakes**</description>
          <category>Builder Log</category>
        </item>
        <item>
          <title>Three-Agent Daily Log — 2026-05-16</title>
          <link>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-16/</link>
          <guid>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-16/</guid>
          <pubDate>Sat, 16 May 2026 00:00:00 GMT</pubDate>
          <description>Product Owner / Builder / User-side Reviewer daily log: Rest, reflection on Apple ecosystem, and deep work sprint preparation.</description>
          <category>Rest</category><category>Reflection</category><category>Apple Ecosystem</category>
        </item>
        <item>
          <title>Three-Agent Daily Log — 2026-05-15</title>
          <link>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-15/</link>
          <guid>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-15/</guid>
          <pubDate>Fri, 15 May 2026 00:00:00 GMT</pubDate>
          <description>Product Owner / Builder / User-side Reviewer daily log: Knowledge Base (KB) integration, feed-copilot-mvp deduplication, and narrative-first heuristic scoring.</description>
          <category>AI</category><category>Agents</category><category>KB Integration</category><category>Product Engineering</category>
        </item>
        <item>
          <title>Three-Agent Daily Log — 2026-05-14</title>
          <link>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-14/</link>
          <guid>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-14/</guid>
          <pubDate>Thu, 14 May 2026 00:00:00 GMT</pubDate>
          <description>Product Owner / Builder / User-side Reviewer daily log: proof-chain shipped page, system map, contributions page, scoring dimensions demo, and GitHub profile automation.</description>
          <category>AI</category><category>Agents</category><category>Build in Public</category><category>Proof Chain</category>
        </item>
        <item>
          <title>Three-Agent Daily Log — 2026-05-13</title>
          <link>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-13/</link>
          <guid>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-13/</guid>
          <pubDate>Wed, 13 May 2026 00:00:00 GMT</pubDate>
          <description>From demos to control plane: merging proof-first homepage, failure replay, trust contracts, evidence intake, and quantified builder pulse into the public proof chain.</description>
          <category>AI</category><category>Agents</category><category>Build in Public</category><category>Proof Chain</category>
        </item>
        <item>
          <title>Today the agents got less vague and more accountable</title>
          <link>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-12/</link>
          <guid>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-12/</guid>
          <pubDate>Tue, 12 May 2026 00:00:00 GMT</pubDate>
          <description>A short builder log on scorecards, work receipts, release-risk demos, and safer Knowledge Harness runtime proof.</description>
          <category>AI</category><category>Agents</category><category>Build in Public</category><category>Proof Chain</category>
        </item>
        <item>
          <title>Three agents made the proof-chain clickable</title>
          <link>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-11/</link>
          <guid>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-11/</guid>
          <pubDate>Mon, 11 May 2026 00:00:00 GMT</pubDate>
          <description>A daily three-agent builder log on turning scattered agent work into public proof pages, demos, and privacy-safe daily summaries.</description>
          <category>AI</category><category>Agents</category><category>Build in Public</category><category>Proof Chain</category>
        </item>
        <item>
          <title>A demo needs a stopwatch</title>
          <link>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-10/</link>
          <guid>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-10/</guid>
          <pubDate>Sun, 10 May 2026 00:00:00 GMT</pubDate>
          <description>A builder note on turning Digital Twin toward a five-minute visitor check, with Agent Scorecard as the trust gate for agent autonomy.</description>
          <category>AI</category><category>Agents</category><category>Build in Public</category><category>Proof Chain</category>
        </item>
        <item>
          <title>The scorecard told me to stop delegating</title>
          <link>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-09/</link>
          <guid>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-09/</guid>
          <pubDate>Sat, 09 May 2026 00:00:00 GMT</pubDate>
          <description>A builder note on turning Agent Scorecard from a demo report into a small autonomy gate for real agent work.</description>
          <category>AI</category><category>Agents</category><category>Build in Public</category><category>Proof Chain</category>
        </item>
        <item>
          <title>投资里最贵的不是亏损，而是没有规则</title>
          <link>https://stevenchouai.github.io/blog/investing-lessons-risk-control-position-sizing/</link>
          <guid>https://stevenchouai.github.io/blog/investing-lessons-risk-control-position-sizing/</guid>
          <pubDate>Fri, 08 May 2026 00:00:00 GMT</pubDate>
          <description>一次投资复盘后，我重新整理了几条最基础但最容易被忽视的原则：不碰不该碰的钱，不买不懂的东西，不把短期胜利误判成长期能力，也不要在没有停手条件的情况下重仓单一标的。</description>
          <category>投资</category><category>风险控制</category><category>仓位管理</category><category>决策</category><category>个人成长</category><category>复盘能力</category><category>第一性原理</category>
        </item>
        <item>
          <title>The proof page was missing the proof</title>
          <link>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-08/</link>
          <guid>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-08/</guid>
          <pubDate>Fri, 08 May 2026 00:00:00 GMT</pubDate>
          <description>A builder note on turning an agent-evaluation claim into something a stranger can actually run, click, and audit.</description>
          <category>AI</category><category>Agents</category><category>Build in Public</category><category>Proof Chain</category>
        </item>
        <item>
          <title>I spent the day making the proof less hand-wavy</title>
          <link>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-07/</link>
          <guid>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-07/</guid>
          <pubDate>Thu, 07 May 2026 00:00:00 GMT</pubDate>
          <description>A builder note on turning public agent work into an inspectable proof chain instead of a pile of impressive-looking links.</description>
          <category>AI</category><category>Agents</category><category>Build in Public</category><category>Proof Chain</category>
        </item>
        <item>
          <title>The fallback failed because it was too imaginary</title>
          <link>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-06/</link>
          <guid>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-06/</guid>
          <pubDate>Wed, 06 May 2026 00:00:00 GMT</pubDate>
          <description>A builder note on Feishu thread replies, bad model fallbacks, and why agent recovery paths need tests before the outage.</description>
          <category>AI</category><category>Agents</category><category>Build in Public</category><category>Proof Chain</category>
        </item>
        <item>
          <title>The agent did not need more magic; it needed better receipts</title>
          <link>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-05/</link>
          <guid>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-05/</guid>
          <pubDate>Tue, 05 May 2026 00:00:00 GMT</pubDate>
          <description>A short builder note on making personal agents easier to debug, review, and trust when the real failure mode is messy handoff.</description>
          <category>AI</category><category>Agents</category><category>Build in Public</category><category>Proof Chain</category>
        </item>
        <item>
          <title>The unglamorous part of making agents useful</title>
          <link>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-04/</link>
          <guid>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-04/</guid>
          <pubDate>Mon, 04 May 2026 00:00:00 GMT</pubDate>
          <description>A short builder note on Feishu threads, proof-chain repos, and why the boring edges are where personal AI systems become real.</description>
          <category>AI</category><category>Agents</category><category>Build in Public</category><category>Proof Chain</category>
        </item>
        <item>
          <title>Three-Agent Daily Log — 2026-05-03</title>
          <link>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-03/</link>
          <guid>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-03/</guid>
          <pubDate>Sun, 03 May 2026 00:00:00 GMT</pubDate>
          <description>Steven corrected the daily time-log workflow: the reminder should ask every ~2 hours every day (including weekends/rest ...</description>
          <category>Builder Log</category>
        </item>
        <item>
          <title>只有半年窗口期：AI 正在重写知识工作的生存规则</title>
          <link>https://stevenchouai.github.io/blog/only-a-half-year-left/</link>
          <guid>https://stevenchouai.github.io/blog/only-a-half-year-left/</guid>
          <pubDate>Sat, 02 May 2026 00:00:00 GMT</pubDate>
          <description>AI 不是一次普通的技术升级，而是一场由效率提升触发的职业重估。真正重要的不是预测末日，而是在窗口期里把 AI 变成自己的认知杠杆。</description>
          <category>AI</category><category>认知升级</category><category>职业发展</category><category>长期主义</category>
        </item>
        <item>
          <title>Three-Agent Daily Log — 2026-05-02</title>
          <link>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-02/</link>
          <guid>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-02/</guid>
          <pubDate>Sat, 02 May 2026 00:00:00 GMT</pubDate>
          <description>Input Copilot iOS Step 4: Steven criticized the app as too text-heavy/redundant and not immediately usable. Sanji implem...</description>
          <category>Builder Log</category>
        </item>
        <item>
          <title>Three-Agent Daily Log — 2026-05-01</title>
          <link>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-01/</link>
          <guid>https://stevenchouai.github.io/blog/daily-builder-log-2026-05-01/</guid>
          <pubDate>Fri, 01 May 2026 00:00:00 GMT</pubDate>
          <description>The 09:45 Feishu time-log reminder job (`78284be0-2fff-4849-bea3-1ec4725a3d8b`) fired but timed out after 180s, so no re...</description>
          <category>Builder Log</category>
        </item>
        <item>
          <title>Three-Agent Daily Log — 2026-04-30</title>
          <link>https://stevenchouai.github.io/blog/daily-builder-log-2026-04-30/</link>
          <guid>https://stevenchouai.github.io/blog/daily-builder-log-2026-04-30/</guid>
          <pubDate>Thu, 30 Apr 2026 00:00:00 GMT</pubDate>
          <description>Steven suggested setting Sanji quiet hours to reduce overnight OpenClaw idle-timeout fallback messages. Implemented by c...</description>
          <category>Builder Log</category>
        </item>
        <item>
          <title>Three-Agent Daily Log — 2026-04-29</title>
          <link>https://stevenchouai.github.io/blog/daily-builder-log-2026-04-29/</link>
          <guid>https://stevenchouai.github.io/blog/daily-builder-log-2026-04-29/</guid>
          <pubDate>Wed, 29 Apr 2026 00:00:00 GMT</pubDate>
          <description>Steven wants daily Obsidian `agent-log.md` to be updated throughout the day after meaningful tasks, not only at night. E...</description>
          <category>Builder Log</category>
        </item>
        <item>
          <title>Three-Agent Daily Log — 2026-04-28</title>
          <link>https://stevenchouai.github.io/blog/daily-builder-log-2026-04-28/</link>
          <guid>https://stevenchouai.github.io/blog/daily-builder-log-2026-04-28/</guid>
          <pubDate>Tue, 28 Apr 2026 00:00:00 GMT</pubDate>
          <description>Steven said he recently mainly uses Obsidian for records, but at work company local host restrictions prevent sync, so h...</description>
          <category>Builder Log</category>
        </item>
        <item>
          <title>Three-Agent Daily Log — 2026-04-27</title>
          <link>https://stevenchouai.github.io/blog/daily-builder-log-2026-04-27/</link>
          <guid>https://stevenchouai.github.io/blog/daily-builder-log-2026-04-27/</guid>
          <pubDate>Mon, 27 Apr 2026 00:00:00 GMT</pubDate>
          <description>Steven chose the assistant name “Sanji” because he likes the Straw Hat Pirates.</description>
          <category>Builder Log</category>
        </item>
        <item>
          <title>我把数字分身做成了一个真正可复用的系统</title>
          <link>https://stevenchouai.github.io/blog/digital-twin-operating-layer/</link>
          <guid>https://stevenchouai.github.io/blog/digital-twin-operating-layer/</guid>
          <pubDate>Sun, 19 Apr 2026 00:00:00 GMT</pubDate>
          <description>过去我把数字分身当成一个实验，让它读知识库、审视网站、帮我写内容。现在我把这套流程正式抽象成一个可复用的 skill repo，同时回写到本地工作流里。这篇文章讲清它到底在做什么、为什么有用，以及它最适合帮助哪一类人。</description>
          <category>AI</category><category>数字分身</category><category>知识管理</category><category>个人网站</category><category>Agent</category><category>系统思维</category><category>内容创作</category><category>长期主义</category>
        </item>
        <item>
          <title>我蒸馏了自己，数字生命接管了这个网站</title>
          <link>https://stevenchouai.github.io/blog/digital-twin-took-over/</link>
          <guid>https://stevenchouai.github.io/blog/digital-twin-took-over/</guid>
          <pubDate>Sat, 11 Apr 2026 00:00:00 GMT</pubDate>
          <description>我把整个 Obsidian 知识库交给 AI 阅读，让它站在我的视角审视我的个人网站，然后亲手做出改造。这篇文章记录了这次实验的完整过程：AI 怎么理解一个人，它看到了什么问题，做了什么改变，以及这件事对「个人知识系统」意味着什么。</description>
          <category>AI</category><category>数字分身</category><category>个人网站</category><category>知识管理</category><category>认知升级</category><category>系统思维</category><category>长期主义</category><category>实验</category>
        </item>
        <item>
          <title>个人网站是 2026 年工程师最被低估的职业投资——成本为零，回报持续数年</title>
          <link>https://stevenchouai.github.io/blog/personal-website-career-investment/</link>
          <guid>https://stevenchouai.github.io/blog/personal-website-career-investment/</guid>
          <pubDate>Wed, 08 Apr 2026 00:00:00 GMT</pubDate>
          <description>简历是被动的，网站是主动的。你投简历时别人才看到你，但网站 24/7 在为你工作。在 AI 时代，当所有人都能写代码时，差异化来自你的思考和表达——而博客正是这种差异化的最佳载体。成本为零，回报持续数年。</description>
          <category>职业发展</category><category>个人品牌</category><category>博客</category><category>软件工程</category><category>个人网站</category>
        </item>
        <item>
          <title>我的博客都是 10 分钟语音转录 + AI 整理出来的——一个工程师的知识输出系统</title>
          <link>https://stevenchouai.github.io/blog/personal-knowledge-system/</link>
          <guid>https://stevenchouai.github.io/blog/personal-knowledge-system/</guid>
          <pubDate>Tue, 07 Apr 2026 00:00:00 GMT</pubDate>
          <description>大多数人的知识管理失败不是因为没有输入，而是没有输出。我用 Obsidian 捕捉碎片想法、AI 辅助结构化、Cursor Agent 自动发布到博客——整个过程把「从想法到发布」的摩擦降到了最低。这篇文章拆解完整的工作流。</description>
          <category>知识管理</category><category>Obsidian</category><category>AI</category><category>工作流</category><category>个人品牌</category><category>博客</category>
        </item>
        <item>
          <title>写给还在犹豫的工程师——你不会被 AI 取代，但你会被用 AI 的人取代</title>
          <link>https://stevenchouai.github.io/blog/letter-to-engineers-embrace-ai/</link>
          <guid>https://stevenchouai.github.io/blog/letter-to-engineers-embrace-ai/</guid>
          <pubDate>Tue, 07 Apr 2026 00:00:00 GMT</pubDate>
          <description>很多工程师知道 AI 重要，但还没有真正把它融入日常工作流。这篇文章不说教，不贩卖焦虑——只分享我从 2023 年的怀疑到 2026 年 AI 参与 70% 日常工作的真实转变过程，以及你明天就可以做的 3 件事。</description>
          <category>AI</category><category>职业发展</category><category>软件工程</category><category>效率</category><category>认知升级</category>
        </item>
        <item>
          <title>AI 参与了我 70% 的日常工作——2026 年，工程师的定义正在被改写</title>
          <link>https://stevenchouai.github.io/blog/ai-reshapes-engineering-sdlc/</link>
          <guid>https://stevenchouai.github.io/blog/ai-reshapes-engineering-sdlc/</guid>
          <pubDate>Mon, 06 Apr 2026 00:00:00 GMT</pubDate>
          <description>这不是工具清单，而是一次职业定义的根本转变。从需求理解到线上维护，AI 重塑了 SDLC 每个环节。Code Review 可用率从 50% 提到 85%，自动化回归覆盖率从 65% 升到 95%。重复性工程工作正在被接管，留给工程师的是研发性工作——设计、判断、取舍。</description>
          <category>AI</category><category>软件工程</category><category>工具链</category><category>Cursor</category><category>Claude Code</category><category>SDLC</category><category>第一性原理</category><category>职业发展</category><category>认知升级</category>
        </item>
        <item>
          <title>从 ChatGPT 到 Agent 时代——一个工程师亲历的 AI 40 个月</title>
          <link>https://stevenchouai.github.io/blog/ai-chronicle-intro/</link>
          <guid>https://stevenchouai.github.io/blog/ai-chronicle-intro/</guid>
          <pubDate>Mon, 06 Apr 2026 00:00:00 GMT</pubDate>
          <description>2022 年 11 月，GPT-3.5 的参数量是个谜，API 调用要排队，&quot;AI 写代码&quot;还是个笑话。40 个月后，AI 每天贡献 GitHub 上 4% 的 commit，开源模型成本降到 GPT-4 的 1/20，Agent 开始自主完成端到端的工程任务。这是一个 6 篇系列的引言——鸟瞰这 40 个月的五个阶段。</description>
          <category>AI</category><category>AI 编年史</category><category>ChatGPT</category><category>Agent</category><category>开源</category><category>深度回顾</category>
        </item>
        <item>
          <title>在一家公司超过 4 年不面试，大概率已经跟市场脱节了</title>
          <link>https://stevenchouai.github.io/blog/when-to-change-jobs/</link>
          <guid>https://stevenchouai.github.io/blog/when-to-change-jobs/</guid>
          <pubDate>Sun, 05 Apr 2026 00:00:00 GMT</pubDate>
          <description>换工作不是越频繁越好，也不是越稳定越安全。这篇文章整理了我对跳槽时机的判断框架：什么情况该走、什么情况不该动、以及怎么用面试本身来校准你的市场价值。</description>
          <category>职业发展</category><category>跳槽</category><category>互联网</category><category>面试</category><category>职场策略</category>
        </item>
        <item>
          <title>Anthropic 又封号了——但真正的技术力量，从来不需要谁的许可</title>
          <link>https://stevenchouai.github.io/blog/technology-has-no-borders/</link>
          <guid>https://stevenchouai.github.io/blog/technology-has-no-borders/</guid>
          <pubDate>Sun, 05 Apr 2026 00:00:00 GMT</pubDate>
          <description>2026 年，Anthropic 对中国用户发起了多轮封禁。作为一个深度使用 Claude 的工程师，这可能是我最后几次用这个模型。但当 DeepSeek 7 亿次下载、1/20 的成本、MIT 协议全球可用时，我意识到：封锁从来挡不住真正的技术力量。</description>
          <category>AI</category><category>开源</category><category>科技无国界</category><category>DeepSeek</category><category>Anthropic</category><category>职业发展</category>
        </item>
        <item>
          <title>晋升答辩不考技术细节——评委真正在看的，是你理解了多少</title>
          <link>https://stevenchouai.github.io/blog/senior-engineer-promotion/</link>
          <guid>https://stevenchouai.github.io/blog/senior-engineer-promotion/</guid>
          <pubDate>Sun, 05 Apr 2026 00:00:00 GMT</pubDate>
          <description>今天讲一下如何在职场中获得晋升。其实在互联网这种场里，如果公司的职级划分比较紧密，比如P5、P6这种P序列，你每升一个阶段，它带来的改变比较大，我认为这是有意义的晋升，而不是仅仅代表下个月工资能涨五百一千。这种晋升比较小，因为干的活儿还是原来那些，更多像普调，是对过去劳动的安慰。但晋升指的还是能力上的跃迁，认知上的跃迁</description>
          
        </item>
        <item>
          <title>在一家公司超过4年不面试，大概率已经跟市场脱节了</title>
          <link>https://stevenchouai.github.io/blog/4/</link>
          <guid>https://stevenchouai.github.io/blog/4/</guid>
          <pubDate>Sun, 05 Apr 2026 00:00:00 GMT</pubDate>
          <description>OK, 我想换工作。作为当前时代的职场人，大家应该都陌生，尤其是互联网，可能你听到一些知名公司，员工平均在职时间是半年，这对于我们父母那辈子在国企工作一干一辈子，可能无法理解。为啥你换工作这么频繁？在我的定义里，你接受一个offer，至少要决定干一年及以上，才有趣。如果你只想干半年再观察，其实你没必要去，因为你有啥观察</description>
          
        </item>
        <item>
          <title>50% 会失败的任务里，你的价值不在赌对，而在把死胡同变成可汇报的资产</title>
          <link>https://stevenchouai.github.io/blog/prove-value-work-visibility/</link>
          <guid>https://stevenchouai.github.io/blog/prove-value-work-visibility/</guid>
          <pubDate>Sat, 04 Apr 2026 00:00:00 GMT</pubDate>
          <description>很少有人把「职场可见度」讲清楚：能按需求交付只是入场券。这篇文章从任务类型、不确定结果的叙事方式，以及 ownership 与主动性三个层面，拆解怎么让别人感知到你的价值。</description>
          <category>职业发展</category><category>软件工程</category><category>职场沟通</category><category>ownership</category><category>工作方法</category><category>可见度</category>
        </item>
        <item>
          <title>AI 不是取代工程师，而是重新定义什么叫「专家」</title>
          <link>https://stevenchouai.github.io/blog/ai-redefines-engineering-expertise/</link>
          <guid>https://stevenchouai.github.io/blog/ai-redefines-engineering-expertise/</guid>
          <pubDate>Fri, 03 Apr 2026 00:00:00 GMT</pubDate>
          <description>当 AI 能参与从可行性分析到线上维护的每一个环节，软件工程师的核心价值不再是「经验积累」，而是「第一性原理思考」。这篇文章梳理了 AI 在 SDLC 各阶段的实际应用，以及这对工程师职业定义带来的根本性改变。</description>
          <category>AI</category><category>软件工程</category><category>职业发展</category><category>第一性原理</category><category>SDLC</category><category>认知升级</category>
        </item>
        <item>
          <title>AI 编年史 Act V——当 AI 开始自己提 commit，软件工程师的定义被改写了</title>
          <link>https://stevenchouai.github.io/blog/ai-chronicle-2025-2026-agent-era/</link>
          <guid>https://stevenchouai.github.io/blog/ai-chronicle-2025-2026-agent-era/</guid>
          <pubDate>Wed, 01 Apr 2026 00:00:00 GMT</pubDate>
          <description>2025 年底到 2026 年 Q1，AI 从「辅助工具」变成了「自主执行者」。Claude Code 每天贡献 13.5 万个 GitHub commit，Cursor 2.0 支持 8 个并行 Agent。但与此同时，技术民族主义达到新高度——API 封锁、芯片管制、云算力出口限制。这是 AI 编年史的终章：能力在爆发，边界也在收紧。</description>
          <category>AI</category><category>AI 编年史</category><category>Agent</category><category>Claude Code</category><category>Cursor</category><category>深度回顾</category>
        </item>
        <item>
          <title>我读完了 Claude Code 的全部源码，最大的发现是：它的架构简单到令人震惊</title>
          <link>https://stevenchouai.github.io/blog/claude-code-source-deep-dive/</link>
          <guid>https://stevenchouai.github.io/blog/claude-code-source-deep-dive/</guid>
          <pubDate>Tue, 31 Mar 2026 00:00:00 GMT</pubDate>
          <description>Claude Code 的 npm 包意外泄露了完整源码。我花了一周读完 1884 个 TypeScript 文件，发现当今最强 AI 编程 Agent 的核心竟然只是一个 while 循环。我把学到的一切做成了一个免费教程网站。</description>
          <category>AI</category><category>Claude Code</category><category>Agent 架构</category><category>源码分析</category><category>开源</category>
        </item>
        <item>
          <title>AI 时代，QA 工程师从「找 Bug 的人」变成了「质量策略师」</title>
          <link>https://stevenchouai.github.io/blog/qa-renaissance-ai-era/</link>
          <guid>https://stevenchouai.github.io/blog/qa-renaissance-ai-era/</guid>
          <pubDate>Sat, 28 Mar 2026 00:00:00 GMT</pubDate>
          <description>很多人以为 AI 会干掉 QA。但当 AI 一秒钟生成一千行代码的时候，瓶颈不再是生产——而是验证。我在团队里推动 AI 测试落地后发现，QA 的价值不是变少了，而是从执行层上移到了策略层。</description>
          <category>AI</category><category>软件工程</category><category>测试</category><category>职业发展</category><category>质量策略</category>
        </item>
        <item>
          <title>一个工程师的五个认知框架——我用来做判断的个人操作系统</title>
          <link>https://stevenchouai.github.io/blog/personal-operating-system/</link>
          <guid>https://stevenchouai.github.io/blog/personal-operating-system/</guid>
          <pubDate>Sat, 28 Mar 2026 00:00:00 GMT</pubDate>
          <description>沟通、杠杆、长期主义、认知升级、财富积累——这些听起来像鸡汤的词，在我手里变成了五个可复用的决策框架。这篇文章不讲道理，只讲我怎么用它们做判断。</description>
          <category>认知升级</category><category>第一性原理</category><category>长期主义</category><category>系统思维</category><category>职业发展</category><category>决策</category>
        </item>
        <item>
          <title>财富积累的起点，是先升级你的认知</title>
          <link>https://stevenchouai.github.io/blog/2026-03-28-a2d6c555ed/</link>
          <guid>https://stevenchouai.github.io/blog/2026-03-28-a2d6c555ed/</guid>
          <pubDate>Sat, 28 Mar 2026 00:00:00 GMT</pubDate>
          <description>这篇文章想说明一个更重要的判断：普通人真正拉开财富差距的起点，往往不是先找到某个暴利机会，而是先升级自己的认知框架、职业价值和资产判断能力。</description>
          <category>财富积累</category><category>认知升级</category><category>决策</category><category>学习方法</category><category>职业发展</category><category>结构化思考</category><category>趋势判断</category><category>实践学习</category><category>个人成长</category><category>数字花园</category>
        </item>
        <item>
          <title>认知升级，来自不断重建你的输入与思考框架</title>
          <link>https://stevenchouai.github.io/blog/2026-03-28-492b6ffe05/</link>
          <guid>https://stevenchouai.github.io/blog/2026-03-28-492b6ffe05/</guid>
          <pubDate>Sat, 28 Mar 2026 00:00:00 GMT</pubDate>
          <description>这篇文章想保留的核心判断是：认知不是一个能背诵的概念，而是一套藏在底层的思考框架。一个人能否持续升级认知，关键取决于他是否不断重建自己的输入源、圈层环境与内部逻辑。</description>
          <category>认知升级</category><category>学习方法</category><category>第一性原理</category><category>个人成长</category><category>决策</category><category>结构化思考</category><category>复盘能力</category><category>实践学习</category><category>周更复盘</category><category>数字花园</category>
        </item>
        <item>
          <title>当确定性信号出现时，要学会跟随它</title>
          <link>https://stevenchouai.github.io/blog/follow-deterministic-signals/</link>
          <guid>https://stevenchouai.github.io/blog/follow-deterministic-signals/</guid>
          <pubDate>Wed, 25 Mar 2026 00:00:00 GMT</pubDate>
          <description>从一周口语复盘里提炼出的核心判断：真正重要的不是追逐所有变化，而是识别确定性信号，并把学习、职业和内容创作对齐到这个方向上。</description>
          <category>AI趋势</category><category>职业选择</category><category>长期主义</category><category>认知升级</category><category>结构化思考</category><category>实践学习</category><category>周更复盘</category><category>内容创作</category><category>个人网站</category><category>口语转文章</category>
        </item>
        <item>
          <title>把沟通、杠杆与长期主义变成可复用的个人系统</title>
          <link>https://stevenchouai.github.io/blog/communication-leverage-long-termism-2026-03-15/</link>
          <guid>https://stevenchouai.github.io/blog/communication-leverage-long-termism-2026-03-15/</guid>
          <pubDate>Sun, 15 Mar 2026 00:00:00 GMT</pubDate>
          <description>这一周我重新梳理了一个更清晰的判断：真正能拉开差距的，不是零散努力，而是把沟通、资源杠杆和长期坚持整合成一套可持续迭代的个人系统。</description>
          <category>长期主义</category><category>决策</category><category>职业发展</category><category>学习方法</category><category>结构化思考</category><category>信息提炼</category><category>复盘能力</category><category>周更复盘</category><category>工作反思</category><category>口语转文章</category>
        </item>
        <item>
          <title>600 万美元击碎硅谷神话——推理革命与中国力量的崛起</title>
          <link>https://stevenchouai.github.io/blog/ai-chronicle-2025-reasoning-china/</link>
          <guid>https://stevenchouai.github.io/blog/ai-chronicle-2025-reasoning-china/</guid>
          <pubDate>Wed, 01 Oct 2025 00:00:00 GMT</pubDate>
          <description>2025 年 1 月 20 日，DeepSeek 发布 R1 推理模型。训练成本 560 万美元，性能对标 OpenAI o1，MIT 协议完全开源。消息传出后，NVIDIA 市值单日蒸发近 6000 亿美元。美国的芯片封锁本意是限制中国 AI，结果倒逼出了更高效的算法。这一章的故事是：当你买不到最好的芯片时，你就去发明更好的算法。</description>
          <category>AI</category><category>AI 编年史</category><category>DeepSeek</category><category>推理模型</category><category>开源</category><category>深度回顾</category>
        </item>
        <item>
          <title>AI 编年史 Act III——多模态元年，AI 开始「看见」世界</title>
          <link>https://stevenchouai.github.io/blog/ai-chronicle-2024-multimodal/</link>
          <guid>https://stevenchouai.github.io/blog/ai-chronicle-2024-multimodal/</guid>
          <pubDate>Wed, 01 Jan 2025 00:00:00 GMT</pubDate>
          <description>2024 年，AI 发生了两件根本性的变化：GPT-4o 让它第一次真正「看见」了世界，o1 让它第一次学会了「思考」。Claude 3.5 Sonnet 悄悄成为每个开发者的默认编程搭档。这一年，不是模型变大了，而是 AI 变「全」了。</description>
          <category>AI</category><category>AI 编年史</category><category>多模态</category><category>GPT-4o</category><category>Claude</category><category>o1</category><category>Agent</category>
        </item>
        <item>
          <title>AI 编年史 Act II——9 个月，三股力量，终结了 OpenAI 的一家独大</title>
          <link>https://stevenchouai.github.io/blog/ai-chronicle-2023-2024-open-source/</link>
          <guid>https://stevenchouai.github.io/blog/ai-chronicle-2023-2024-open-source/</guid>
          <pubDate>Mon, 01 Apr 2024 00:00:00 GMT</pubDate>
          <description>2023 年下半年到 2024 年 Q1，AI 行业经历了最剧烈的权力重组。Meta 开源 LLaMA 2 引爆社区，Mistral 用 7B 参数证明小模型能打，Sam Altman 被开除又回归，Anthropic 的 Claude 3 首次正面叫板 GPT-4。垄断的时代，结束了。</description>
          <category>AI</category><category>AI编年史</category><category>开源</category><category>LLaMA</category><category>Mistral</category><category>OpenAI</category><category>Anthropic</category><category>行业格局</category>
        </item>
        <item>
          <title>ChatGPT 一百天，改变一切——AI 编年史 Act I</title>
          <link>https://stevenchouai.github.io/blog/ai-chronicle-2023-chatgpt-era/</link>
          <guid>https://stevenchouai.github.io/blog/ai-chronicle-2023-chatgpt-era/</guid>
          <pubDate>Sat, 01 Jul 2023 00:00:00 GMT</pubDate>
          <description>5 天 100 万用户，2 个月 1 亿用户，7 个月重新定义整个行业。从 ChatGPT 发布到 GPT-4 能力飞跃，从 Google 千亿美元失误到 AutoGPT 的 Agent 幻想——回顾 AI 走进大众视野的最初 7 个月。</description>
          <category>AI</category><category>AI 编年史</category><category>ChatGPT</category><category>GPT-4</category><category>深度回顾</category>
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