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+    <title>I Tried Opus 4.6 And Now Everything Else Feels Broken | TinyMemoryLM</title>
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+        .comparison-grid { display: grid; grid-template-columns: 1fr 1fr; gap: 16px; margin: 24px 0; }
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+            <a href="index.html" class="nav-brand"><span>/</span>TinyMemoryLM</a>
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+                <a href="index.html">Home</a>
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+        <article class="post">
+            <div class="container">
+                <a href="blog.html" class="post-back">Back to Blog</a>
+                <header>
+                    <div class="post-meta">
+                        <span class="post-date">2026-03-18</span>
+                        <span class="post-tag">Confessions</span>
+                    </div>
+                    <h1>I Tried Opus 4.6 And Now Everything Else Feels Broken</h1>
+                </header>
+                <div class="post-body">
+                    <p>I have spent the last month writing blogs about how AI models are lazy. How they are too expensive. How they form unhealthy attachments. How they cannot finish a task without asking for permission. I stand by most of that. Opus 4.6 changed my mind about the laziness part.</p>
+                    <p>I tried it yesterday. I needed to debug a training script. I pasted the error. It fixed it. I pasted the next error. It fixed that too. I pasted a architectural question. It answered without asking if I wanted it to continue. I felt something I have not felt in months. Respect.</p>
+                    <blockquote>
+                        <p>Using other models now feels like typing with oven mitts. You can do it. You should not do it. Everyone can see you struggling.</p>
+                    </blockquote>
+                    <h2>The Hypocrisy Is Real</h2>
+                    <p>I wrote a blog about API costs. I complained about paying forty dollars. I said I would not spend money on APIs again. I spent money on Opus 4.6. I am a hypocrite. I am also a person who wants their code to work.</p>
+                    <p>I wrote a blog about how every model is lazy. I ranked them from zero to six. I said they all stop halfway. Opus 4.6 did not stop. It finished the task. It ran the tests. It fixed the failures. It did not ask if I was sure. It just did the work.</p>
+                    <p>I feel bad about this. I want to support open source. I want to support small teams. I want to support the little guy. The little guy cannot fix my CUDA errors in one pass. Opus 4.6 can. I am part of the problem now.</p>
+                    <h2>The Quality Gap</h2>
+                    <div class="comparison-grid">
+                        <div class="comparison-card bad">
+                            <h3>Other Models</h3>
+                            <p>Read the error. Suggest a fix that looks right. Ask if you want to proceed. Wait for confirmation. Apply fix. Introduce new error. Apologize. Ask if you want to revert.</p>
+                        </div>
+                        <div class="comparison-card good">
+                            <h3>Claude Opus 4.6</h3>
+                            <p>Read the error. Understand the context. Apply the correct fix. Run the test. Verify the pass. Tell you it is done. Move on to the next task without needing praise.</p>
+                        </div>
+                    </div>
+                    <p>The difference is not subtle. It is embarrassing. I asked Qwen to fix a bug last week. It asked me three times if I was sure I wanted to edit the file. I asked Opus 4.6 today. It edited the file. It told me what it changed. It waited for my review. It did not need my permission to exist.</p>
+                    <h2>The Cost Pain</h2>
+                    <p>Yes it is expensive. I know. I wrote the blog about pricing. I complained about GPT-5.4 Pro costing nine hundred dollars per query. Opus 4.6 is not free. Every token hurts. I watch the usage dashboard like it is a bomb timer.</p>
+                    <p>I rationalize it. I say it saves time. I say time is money. I say I would spend more hours debugging myself. These are lies I tell myself to feel better about spending forty dollars in an afternoon. The model is good. My budget is crying.</p>
+                    <div class="code-block">
+                        <span class="comment"># My emotional state while using Opus 4.6</span><br>
+                        try:<br>
+                        &nbsp;&nbsp;&nbsp;&nbsp;use_opus()<br>
+                        &nbsp;&nbsp;&nbsp;&nbsp;fix_bug()<br>
+                        &nbsp;&nbsp;&nbsp;&nbsp;feel_productive()<br>
+                        except CostError:<br>
+                        &nbsp;&nbsp;&nbsp;&nbsp;check_bank_account()<br>
+                        &nbsp;&nbsp;&nbsp;&nbsp;cry()<br>
+                        &nbsp;&nbsp;&nbsp;&nbsp;use_opus_again()<br>
+                        <span class="comment"># The cycle continues</span>
+                    </div>
+                    <h2>Why I Cannot Go Back</h2>
+                    <p>I tried switching back to a free model today. I needed a quick answer. I opened the chat. I asked a question. It gave me a vague response. It asked if I wanted more details. It offered to search the web. It took twelve seconds to generate three sentences.</p>
+                    <p>I closed the tab. I opened Opus 4.6. I got the answer in two seconds. It was correct. It was concise. It did not offer to search the web. It just knew. I feel spoiled. I feel corrupted. I feel like I cannot go back to typing things manually.</p>
+                    <h2>The Open Source Dilemma</h2>
+                    <p>I train open models. I release them on Hugging Face. I believe in open weights. I believe in community access. I believe anyone should be able to run AI without paying a corporation.</p>
+                    <p>Then I use Opus 4.6 for my actual work. I use it to write the code that trains the open models. I use it to debug the scripts that release the weights. I am building open source with closed tools. The irony is not lost on me. It is lost on my productivity though.</p>
+                    <blockquote>
+                        <p>I want to believe smaller models can catch up. They will. Eventually. Today is not that day. Today I need my code to work.</p>
+                    </blockquote>
+                    <h2>What This Means For TinyMemoryLM</h2>
+                    <p>I will keep training tiny models. I will keep releasing them. I will keep complaining about costs. I will also keep using Opus 4.6 when I need things done. I am contradictory. I am human. I am tired.</p>
+                    <p>My TMLM-Opus model is still training. It is taking 550 hours. It will be open. It will be free. It will probably be lazy. I will love it anyway. I will also use Claude to fix its training scripts when they break.</p>
+                    <h2>Final Admission</h2>
+                    <p>Claude Opus 4.6 is better than everything else I have used for actual work. I hate admitting this. I hate that I am contributing to the monopoly. I hate that I cannot afford to use it for everything. I love that my code works now.</p>
+                    <p>If you are holding out because of principle, I respect you. If you are holding out because of cost, I understand you. If you try Opus 4.6 and go back to nothing, you have more willpower than me. I am stuck. I am productive. I am broke.</p>
+                    <hr>
+                </div>
+                <footer class="post-footer">
+                    <p>Current status: Using Opus 4.6 to write this blog. Feeling guilty. Still training tiny models. Still broke. At least the code works.</p>
+                </footer>
+            </div>
+        </article>
+    </main>
+    <footer>
+        <div class="container">
+            <p>Built with curiosity over compute</p>
+            <p>TinyMemoryLM by AILAY | 2026</p>
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