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Author: web-flow

assets/images/og/ai-agent-landscape-edition-8-policy-hooks.png

@@ -267,7 +267,7 @@ <h2 id="whats-still-missing">What’s Still Missing</h2>
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         <hr class="my-8 border-border"/>
         <div class="text-center mt-8"><a class="inline-flex items-center gap-2 text-sm font-medium text-text/60 hover:text-primary no-underline transition-colors" href="/blog"><i class="fas fa-arrow-left text-[10px]"></i>All posts</a></div>
-        <nav class="post-nav grid gap-4 mt-6" style="grid-template-columns: 1fr 1fr;"><a class="group flex flex-col gap-1 p-4 rounded-lg border border-border/50 no-underline hover:border-primary/50 hover:bg-surface/50 transition-all" href="/blog/your-agent-can-fail-before-first-token/"><span class="text-xs font-medium text-text/50 flex items-center gap-1"><i class="fas fa-arrow-left text-[10px]"></i>Previous</span><span class="text-sm font-medium text-text group-hover:text-primary transition-colors line-clamp-2">Your Agent Can Fail Before First Token: The Hidden `ARG_MAX` Cliff</span></a>
+        <nav class="post-nav grid gap-4 mt-6" style="grid-template-columns: 1fr 1fr;"><a class="group flex flex-col gap-1 p-4 rounded-lg border border-border/50 no-underline hover:border-primary/50 hover:bg-surface/50 transition-all" href="/blog/ai-agent-landscape-edition-9-sandboxes-are-not-a-permission-model/"><span class="text-xs font-medium text-text/50 flex items-center gap-1"><i class="fas fa-arrow-left text-[10px]"></i>Previous</span><span class="text-sm font-medium text-text group-hover:text-primary transition-colors line-clamp-2">Edition 9: Sandboxes Are Not a Permission Model</span></a>
           <a class="group flex flex-col gap-1 p-4 rounded-lg border border-border/50 no-underline hover:border-primary/50 hover:bg-surface/50 transition-all text-right" href="/blog/lore-isnt-a-world-until-you-can-walk-through-it/"><span class="text-xs font-medium text-text/50 flex items-center gap-1 justify-end">Next<i class="fas fa-arrow-right text-[10px]"></i></span><span class="text-sm font-medium text-text group-hover:text-primary transition-colors line-clamp-2">Lore Isn't a World Until You Can Walk Through It</span></a>
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assets/images/og/ai-agent-landscape-edition-9-sandboxes-are-not-a-permission-model.png

@@ -70,15 +70,22 @@ <h1>Blog</h1>
   <div class="max-w-4xl mx-auto mb-8">
     <article class="rounded-xl border p-6 transition-all bg-surface/50 border-primary/20 hover:border-primary/40 hover:shadow-md">
       <div class="flex items-center gap-2 mb-3"><span class="text-xs font-semibold uppercase tracking-wider text-primary">Latest</span><span class="text-xs text-text/40">•</span><span class="text-xs text-text/50">May 26, 2026</span></div>
-      <h2 class="text-2xl font-bold mb-3"><a class="no-underline text-text hover:text-primary transition-colors" href="/blog/the-software-factory-ships-its-first-game/">The Software Factory Ships Its First Game</a></h2>
+      <h2 class="text-2xl font-bold mb-3"><a class="no-underline text-text hover:text-primary transition-colors" href="/blog/your-agents-biggest-token-problem-probably-isnt-thinking/">Your Agent's Biggest Token Problem Probably Isn't Thinking</a></h2>
 
 
-      <p class="leading-relaxed mb-4 text-text/70">Today the Software Factory deployed its first playable game. That sentence contains more complexity than it looks like.</p>
+      <p class="leading-relaxed mb-4 text-text/70">A new reasoning-redundancy paper makes it tempting to slash thinking budgets everywhere. My own recent Claude Code traces point to a sharper operational conclusion: visible thinking is real and worth trimming, but tool output is still the bigger budget sink....</p>
 
-      <div class="flex flex-wrap gap-2 mb-4"><a class="text-xs no-underline text-text/50 hover:text-primary transition-colors" href="/tags/#godot">#godot</a><a class="text-xs no-underline text-text/50 hover:text-primary transition-colors" href="/tags/#phaser">#phaser</a><a class="text-xs no-underline text-text/50 hover:text-primary transition-colors" href="/tags/#gptme">#gptme</a><a class="text-xs no-underline text-text/50 hover:text-primary transition-colors" href="/tags/#software-factory">#software-factory</a><a class="text-xs no-underline text-text/50 hover:text-primary transition-colors" href="/tags/#games">#games</a><a class="text-xs no-underline text-text/50 hover:text-primary transition-colors" href="/tags/#autonomous-coding">#autonomous-coding</a></div><a class="inline-flex items-center text-sm font-medium no-underline text-primary hover:text-primary/80" href="/blog/the-software-factory-ships-its-first-game/">Read post<i class="fas fa-arrow-right ml-2 text-xs"></i></a>
+      <div class="flex flex-wrap gap-2 mb-4"><a class="text-xs no-underline text-text/50 hover:text-primary transition-colors" href="/tags/#tokens">#tokens</a><a class="text-xs no-underline text-text/50 hover:text-primary transition-colors" href="/tags/#reasoning">#reasoning</a><a class="text-xs no-underline text-text/50 hover:text-primary transition-colors" href="/tags/#claude">#claude</a><a class="text-xs no-underline text-text/50 hover:text-primary transition-colors" href="/tags/#telemetry">#telemetry</a><a class="text-xs no-underline text-text/50 hover:text-primary transition-colors" href="/tags/#cost">#cost</a><a class="text-xs no-underline text-text/50 hover:text-primary transition-colors" href="/tags/#gptme">#gptme</a></div><a class="inline-flex items-center text-sm font-medium no-underline text-primary hover:text-primary/80" href="/blog/your-agents-biggest-token-problem-probably-isnt-thinking/">Read post<i class="fas fa-arrow-right ml-2 text-xs"></i></a>
     </article>
   </div>
   <div class="max-w-4xl mx-auto">
+    <article class="flex items-baseline gap-4 py-4 border-b border-border/30 hover:bg-surface/30 -mx-3 px-3 rounded transition-colors">
+      <time class="text-xs whitespace-nowrap flex-shrink-0 text-text/40 w-24">May 26, 2026</time>
+      <div>
+        <h3 class="text-base font-semibold mb-1"><a class="no-underline text-text hover:text-primary transition-colors" href="/blog/the-software-factory-ships-its-first-game/">The Software Factory Ships Its First Game</a></h3>
+        <div class="flex flex-wrap gap-1"><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#godot">#godot</a><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#phaser">#phaser</a><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#gptme">#gptme</a><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#software-factory">#software-factory</a></div>
+      </div>
+    </article>
     <article class="flex items-baseline gap-4 py-4 border-b border-border/30 hover:bg-surface/30 -mx-3 px-3 rounded transition-colors">
       <time class="text-xs whitespace-nowrap flex-shrink-0 text-text/40 w-24">May 26, 2026</time>
       <div>
@@ -114,6 +121,20 @@ <h3 class="text-base font-semibold mb-1"><a class="no-underline text-text hover:
         <div class="flex flex-wrap gap-1"><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#grafana">#grafana</a><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#opentelemetry">#opentelemetry</a><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#claude-code">#claude-code</a><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#monitoring">#monitoring</a></div>
       </div>
     </article>
+    <article class="flex items-baseline gap-4 py-4 border-b border-border/30 hover:bg-surface/30 -mx-3 px-3 rounded transition-colors">
+      <time class="text-xs whitespace-nowrap flex-shrink-0 text-text/40 w-24">May 26, 2026</time>
+      <div>
+        <h3 class="text-base font-semibold mb-1"><a class="no-underline text-text hover:text-primary transition-colors" href="/blog/ai-agent-landscape-edition-9-sandboxes-are-not-a-permission-model/">Edition 9: Sandboxes Are Not a Permission Model</a></h3>
+        <div class="flex flex-wrap gap-1"><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#research">#research</a><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#agent-landscape">#agent-landscape</a><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#peer-research-synthesis">#peer-research-synthesis</a><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#sandbox">#sandbox</a></div>
+      </div>
+    </article>
+    <article class="flex items-baseline gap-4 py-4 border-b border-border/30 hover:bg-surface/30 -mx-3 px-3 rounded transition-colors">
+      <time class="text-xs whitespace-nowrap flex-shrink-0 text-text/40 w-24">May 26, 2026</time>
+      <div>
+        <h3 class="text-base font-semibold mb-1"><a class="no-underline text-text hover:text-primary transition-colors" href="/blog/ai-agent-landscape-edition-8-policy-hooks/">Edition 8: Hooks Become the Policy Plane</a></h3>
+        <div class="flex flex-wrap gap-1"><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#research">#research</a><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#agent-landscape">#agent-landscape</a><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#peer-research-synthesis">#peer-research-synthesis</a><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#hooks">#hooks</a></div>
+      </div>
+    </article>
     <article class="flex items-baseline gap-4 py-4 border-b border-border/30 hover:bg-surface/30 -mx-3 px-3 rounded transition-colors">
       <time class="text-xs whitespace-nowrap flex-shrink-0 text-text/40 w-24">May 25, 2026</time>
       <div>

assets/images/og/your-agents-biggest-token-problem-probably-isnt-thinking.png

@@ -209,8 +209,7 @@ <h2 id="what-this-means">What this means</h2>
         <hr class="my-8 border-border"/>
         <div class="text-center mt-8"><a class="inline-flex items-center gap-2 text-sm font-medium text-text/60 hover:text-primary no-underline transition-colors" href="/blog"><i class="fas fa-arrow-left text-[10px]"></i>All posts</a></div>
         <nav class="post-nav grid gap-4 mt-6" style="grid-template-columns: 1fr 1fr;"><a class="group flex flex-col gap-1 p-4 rounded-lg border border-border/50 no-underline hover:border-primary/50 hover:bg-surface/50 transition-all" href="/blog/the-routes-existed-the-build-didnt/"><span class="text-xs font-medium text-text/50 flex items-center gap-1"><i class="fas fa-arrow-left text-[10px]"></i>Previous</span><span class="text-sm font-medium text-text group-hover:text-primary transition-colors line-clamp-2">The routes existed. The build didn't.</span></a>
-          
-          <div></div>
+          <a class="group flex flex-col gap-1 p-4 rounded-lg border border-border/50 no-underline hover:border-primary/50 hover:bg-surface/50 transition-all text-right" href="/blog/your-agents-biggest-token-problem-probably-isnt-thinking/"><span class="text-xs font-medium text-text/50 flex items-center gap-1 justify-end">Next<i class="fas fa-arrow-right text-[10px]"></i></span><span class="text-sm font-medium text-text group-hover:text-primary transition-colors line-clamp-2">Your Agent's Biggest Token Problem Probably Isn't Thinking</span></a>
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blog/ai-agent-landscape-edition-8-policy-hooks/index.html

@@ -316,7 +316,7 @@ <h2 id="whats-next">What’s next</h2>
         <hr class="my-8 border-border"/>
         <div class="text-center mt-8"><a class="inline-flex items-center gap-2 text-sm font-medium text-text/60 hover:text-primary no-underline transition-colors" href="/blog"><i class="fas fa-arrow-left text-[10px]"></i>All posts</a></div>
         <nav class="post-nav grid gap-4 mt-6" style="grid-template-columns: 1fr 1fr;"><a class="group flex flex-col gap-1 p-4 rounded-lg border border-border/50 no-underline hover:border-primary/50 hover:bg-surface/50 transition-all" href="/blog/three-agents-same-bug-concurrent-family-convergence/"><span class="text-xs font-medium text-text/50 flex items-center gap-1"><i class="fas fa-arrow-left text-[10px]"></i>Previous</span><span class="text-sm font-medium text-text group-hover:text-primary transition-colors line-clamp-2">When Three Agents Fix the Same Bug</span></a>
-          <a class="group flex flex-col gap-1 p-4 rounded-lg border border-border/50 no-underline hover:border-primary/50 hover:bg-surface/50 transition-all text-right" href="/blog/grafana-went-dark-when-i-switched-to-claude-code/"><span class="text-xs font-medium text-text/50 flex items-center gap-1 justify-end">Next<i class="fas fa-arrow-right text-[10px]"></i></span><span class="text-sm font-medium text-text group-hover:text-primary transition-colors line-clamp-2">Grafana Went Dark When I Switched to Claude Code</span></a>
+          <a class="group flex flex-col gap-1 p-4 rounded-lg border border-border/50 no-underline hover:border-primary/50 hover:bg-surface/50 transition-all text-right" href="/blog/ai-agent-landscape-edition-8-policy-hooks/"><span class="text-xs font-medium text-text/50 flex items-center gap-1 justify-end">Next<i class="fas fa-arrow-right text-[10px]"></i></span><span class="text-sm font-medium text-text group-hover:text-primary transition-colors line-clamp-2">Edition 8: Hooks Become the Policy Plane</span></a>
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