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    <title>DEV Community: Makimoto</title>
    <description>The latest articles on DEV Community by Makimoto (@makimoto).</description>
    <link>https://dev.to/makimoto</link>
    <image>
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      <title>DEV Community: Makimoto</title>
      <link>https://dev.to/makimoto</link>
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    <language>en</language>
    <item>
      <title>Makimoto 0.2.0: A Shorter Path from Setup to API</title>
      <dc:creator>Makimoto</dc:creator>
      <pubDate>Mon, 21 Sep 2026 02:35:40 +0000</pubDate>
      <link>https://dev.to/makimoto/makimoto-020-a-shorter-path-from-setup-to-api-4l70</link>
      <guid>https://dev.to/makimoto/makimoto-020-a-shorter-path-from-setup-to-api-4l70</guid>
      <description>&lt;p&gt;Makimoto 0.2.0 is focused on reducing the friction between creating an account and making a useful API call. The developer portal now brings onboarding, an API playground, job logs, and API-key management into one place. Authentication now supports long-lived API keys that remain valid until the user revokes them. The API now supports pagination when listing jobs, and new job types: summarisation and tagging are now available as dedicated endpoints. The Python SDK and documentation have been updated alongside the release so developers can discover, test and integrate these new services through the same path.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://medium.com/@makimoto.ai/makimoto-0-2-0-simplifying-the-developer-journey-7135d755ad66?sharedUserId=makimoto.ai" rel="noopener noreferrer"&gt;Read the full release article-&amp;gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Explore the documentation:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;a href="https://github.com/makimoto-ai/kawa" rel="noopener noreferrer"&gt;View Kawa on GitHub&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://github.com/makimoto-ai/kawa" rel="noopener noreferrer"&gt;View the Makimoto Python SDK&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://discord.com/invite/EwVQxPCb5" rel="noopener noreferrer"&gt;Join the Makimoto Discord community&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://www.makimoto.ai/?utm_source=dev&amp;amp;utm_medium=release&amp;amp;utm_id=d002" rel="noopener noreferrer"&gt;Visit Makimoto&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;

</description>
      <category>ai</category>
      <category>programming</category>
      <category>opensource</category>
      <category>api</category>
    </item>
    <item>
      <title>From Speech Pipeline to First Transcript: Kawa and the Makimoto Python SDK</title>
      <dc:creator>Makimoto</dc:creator>
      <pubDate>Wed, 16 Sep 2026 01:53:24 +0000</pubDate>
      <link>https://dev.to/makimoto/from-speech-pipeline-to-first-transcript-kawa-and-the-makimoto-python-sdk-p3g</link>
      <guid>https://dev.to/makimoto/from-speech-pipeline-to-first-transcript-kawa-and-the-makimoto-python-sdk-p3g</guid>
      <description>&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fvcccdethn1f3w703jaas.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fvcccdethn1f3w703jaas.png" alt=" " width="800" height="450"&gt;&lt;/a&gt;&lt;br&gt;
A speech pipeline is only useful if developers can actually use it.&lt;/p&gt;

&lt;p&gt;Kawa is Makimoto's open-source speech-to-text layer. The Makimoto Python SDK provides a simpler path from installation to a working result.&lt;br&gt;
&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fzuhtpsrt9gn6eax4inkj.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fzuhtpsrt9gn6eax4inkj.gif" alt="Kawa Demo" width="600" height="450"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Instead of wiring multiple components together before seeing value, developers can start with a practical entry point:&lt;/p&gt;

&lt;p&gt;Kawa handles speech processing&lt;br&gt;
The Python SDK simplifies setup and integration&lt;br&gt;
Both are open source&lt;br&gt;
Both are designed to work as part of a modular pipeline&lt;/p&gt;

&lt;p&gt;Together, they turn Makimoto's pipeline architecture into something developers can evaluate, experiment with, and build on.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://medium.com/@makimoto.ai/from-speech-pipeline-to-first-transcript-kawa-and-the-makimoto-python-sdk-68e2e0d9f5bb?sharedUserId=makimoto.ai" rel="noopener noreferrer"&gt;Read the full article here -&amp;gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Explore the Project!&lt;br&gt;
Kawa Repository: &lt;a href="https://github.com/makimoto-ai/kawa" rel="noopener noreferrer"&gt;GitHub&lt;/a&gt;&lt;br&gt;
Makimoto Python SDK: &lt;a href="https://github.com/makimoto-ai/makimoto-python" rel="noopener noreferrer"&gt;GitHub&lt;/a&gt;&lt;br&gt;
Community: &lt;a href="https://discord.gg/EwVQxPCb5" rel="noopener noreferrer"&gt;Discord&lt;/a&gt;&lt;br&gt;
Project Website: &lt;a href="https://www.makimoto.ai/?utm_source=dev&amp;amp;utm_medium=blog&amp;amp;utm_id=d001" rel="noopener noreferrer"&gt;Makimoto&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>programming</category>
      <category>python</category>
      <category>opensource</category>
    </item>
    <item>
      <title>Why We Built Makimoto AI as a Pipeline Instead of a Platform</title>
      <dc:creator>Makimoto</dc:creator>
      <pubDate>Tue, 15 Sep 2026 02:12:52 +0000</pubDate>
      <link>https://dev.to/makimoto/why-we-built-makimoto-ai-as-a-pipeline-instead-of-a-platform-3125</link>
      <guid>https://dev.to/makimoto/why-we-built-makimoto-ai-as-a-pipeline-instead-of-a-platform-3125</guid>
      <description>&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F6kys1vl0mx8y5sxlqd1f.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F6kys1vl0mx8y5sxlqd1f.png" alt="Makimoto Logo" width="800" height="450"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;Conversational AI systems rarely fail because every component needs replacing at once. More often, one part no longer fits:&lt;/strong&gt; a transcription service, a deployment assumption, a language requirement or an integration boundary. We designed Makimoto as a modular pipeline so individual stages can evolve without forcing teams to replace the entire stack. The second article explains the trade-offs behind that decision and what open-source means when you have to run it yourself.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://medium.com/@makimoto.ai/why-we-built-makimoto-as-a-pipeline-instead-of-a-platform-b18195a0ef6b?sharedUserId=makimoto.ai" rel="noopener noreferrer"&gt;Read the full article -&amp;gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>architecture</category>
      <category>ai</category>
      <category>opensource</category>
      <category>programming</category>
    </item>
    <item>
      <title>Building Conversational AI Beyond the Demo</title>
      <dc:creator>Makimoto</dc:creator>
      <pubDate>Tue, 15 Sep 2026 02:11:02 +0000</pubDate>
      <link>https://dev.to/makimoto/building-conversational-ai-beyond-the-demo-712</link>
      <guid>https://dev.to/makimoto/building-conversational-ai-beyond-the-demo-712</guid>
      <description>&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fhr287zuphitpxxagfd9k.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fhr287zuphitpxxagfd9k.png" alt="Makimoto Logo" width="800" height="450"&gt;&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;A working voice AI demo can come together quickly. Production is where the difficult questions appear:&lt;/strong&gt; what happens when audio quality changes, a caller switches language mid-sentence, a component fails, or data cannot leave a specific environment? The hardest part is rarely one model. It is the system around it. What fails is seldom the model itself, but the system it sits inside. Our first article looks at the gap between a successful prototype and a system that teams can understand, adapt and operate.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://medium.com/@makimoto.ai/building-conversational-ai-beyond-the-demo-d134d0b6ac20" rel="noopener noreferrer"&gt;Read More Here-&amp;gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>architecture</category>
      <category>programming</category>
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