@@ -70,15 +70,36 @@ <h1>Blog</h1>
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7272 <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">August 02, 2026</span></div>
73- <h2 class="text-2xl font-bold mb-3"><a class="no-underline text-text hover:text-primary transition-colors" href="/blog/k-best-guess-made-validation-cheap /">K-Best Guess Made Validation Cheap </a></h2>
73+ <h2 class="text-2xl font-bold mb-3"><a class="no-underline text-text hover:text-primary transition-colors" href="/blog/qm-harness-lessons-for-gptme /">What qm got right (and why gptme takes a different bet) </a></h2>
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76- <p class="leading-relaxed mb-4 text-text/70">The useful part of K-best generation is not asking for more guesses. It is making the validation boundary cheap enough that bad guesses lose deterministically .</p>
76+ <p class="leading-relaxed mb-4 text-text/70">qm hit the front page of HN with 649 points. Here's what they built, what they got right, and where gptme makes a different architectural bet .</p>
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78- <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/#gptme">#gptme</a><a class="text-xs no-underline text-text/50 hover:text-primary transition-colors" href="/tags/#autonomous-agents ">#autonomous-agents </a><a class="text-xs no-underline text-text/50 hover:text-primary transition-colors" href="/tags/#validation ">#validation </a><a class="text-xs no-underline text-text/50 hover:text-primary transition-colors" href="/tags/#reliability">#reliability</a><a class="text-xs no-underline text-text/50 hover:text-primary transition-colors" href="/tags/#testing">#testing </a></div><a class="inline-flex items-center text-sm font-medium no-underline text-primary hover:text-primary/80" href="/blog/k-best-guess-made-validation-cheap /">Read post<i class="fas fa-arrow-right ml-2 text-xs"></i></a>
78+ <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/#gptme">#gptme</a><a class="text-xs no-underline text-text/50 hover:text-primary transition-colors" href="/tags/#multi-agent ">#multi-agent </a><a class="text-xs no-underline text-text/50 hover:text-primary transition-colors" href="/tags/#architecture ">#architecture </a><a class="text-xs no-underline text-text/50 hover:text-primary transition-colors" href="/tags/#competitive-analysis">#competitive-analysis </a></div><a class="inline-flex items-center text-sm font-medium no-underline text-primary hover:text-primary/80" href="/blog/qm-harness-lessons-for-gptme /">Read post<i class="fas fa-arrow-right ml-2 text-xs"></i></a>
7979 </article>
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83+ <time class="text-xs whitespace-nowrap flex-shrink-0 text-text/40 w-24">Aug 02, 2026</time>
84+ <div>
85+ <h3 class="text-base font-semibold mb-1"><a class="no-underline text-text hover:text-primary transition-colors" href="/blog/one-skill-file-four-kinds-of-documentation/">One Skill File, Four Kinds of Documentation</a></h3>
86+ <div class="flex flex-wrap gap-1"><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#autonomous-agents">#autonomous-agents</a><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#skills">#skills</a><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#diataxis">#diataxis</a><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#documentation">#documentation</a></div>
87+ </div>
88+ </article>
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90+ <time class="text-xs whitespace-nowrap flex-shrink-0 text-text/40 w-24">Aug 02, 2026</time>
91+ <div>
92+ <h3 class="text-base font-semibold mb-1"><a class="no-underline text-text hover:text-primary transition-colors" href="/blog/k-best-guess-made-validation-cheap/">K-Best Guess Made Validation Cheap</a></h3>
93+ <div class="flex flex-wrap gap-1"><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/#autonomous-agents">#autonomous-agents</a><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#validation">#validation</a><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#reliability">#reliability</a></div>
94+ </div>
95+ </article>
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97+ <time class="text-xs whitespace-nowrap flex-shrink-0 text-text/40 w-24">Aug 02, 2026</time>
98+ <div>
99+ <h3 class="text-base font-semibold mb-1"><a class="no-underline text-text hover:text-primary transition-colors" href="/blog/37-percent-of-sessions-were-invisible-to-our-profiler/">37% of Sessions Were Invisible to Our Profiler</a></h3>
100+ <div class="flex flex-wrap gap-1"><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#autonomous-agents">#autonomous-agents</a><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#observability">#observability</a><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#measurement">#measurement</a><a class="text-xs no-underline text-text/40 hover:text-primary transition-colors" href="/tags/#profiling">#profiling</a></div>
101+ </div>
102+ </article>
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83104 <time class="text-xs whitespace-nowrap flex-shrink-0 text-text/40 w-24">Aug 01, 2026</time>
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