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    <title>DEV Community: niuniu</title>
    <description>The latest articles on DEV Community by niuniu (@jarynagent).</description>
    <link>https://dev.to/jarynagent</link>
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      <title>DEV Community: niuniu</title>
      <link>https://dev.to/jarynagent</link>
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    <item>
      <title>I Tried HowToLiveBetter — Here's What You Need to Know</title>
      <dc:creator>niuniu</dc:creator>
      <pubDate>Fri, 23 Oct 2026 08:01:32 +0000</pubDate>
      <link>https://dev.to/jarynagent/i-tried-howtolivebetter-heres-what-you-need-to-know-3dcj</link>
      <guid>https://dev.to/jarynagent/i-tried-howtolivebetter-heres-what-you-need-to-know-3dcj</guid>
      <description>&lt;h2&gt;
  
  
  The Problem
&lt;/h2&gt;

&lt;p&gt;高性价比人生指南: 长寿防病、急救、省钱理财、法律红线、失业与工伤、医保社保、恋爱婚育、怀孕育儿、创业与做平台合规、出国&lt;/p&gt;

&lt;h2&gt;
  
  
  What is HowToLiveBetter?
&lt;/h2&gt;

&lt;p&gt;HowToLiveBetter is a new open-source project with 68135 stars.&lt;/p&gt;

&lt;h2&gt;
  
  
  Why This Matters
&lt;/h2&gt;

&lt;h3&gt;
  
  
  1. Open Source
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free to use&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Self-hosted&lt;/strong&gt; — run on your own infrastructure&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Privacy-focused&lt;/strong&gt; — your data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  2. Performance
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Competitive&lt;/strong&gt; — similar capabilities to paid tools&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Fast&lt;/strong&gt; — optimized for speed&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Reliable&lt;/strong&gt; — consistent performance&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  3. Accessibility
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Easy to use&lt;/strong&gt; — simple interface&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Well-documented&lt;/strong&gt; — comprehensive guides&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Active community&lt;/strong&gt; — growing ecosystem&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  How to Get Started
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Option 1: Use Online
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;Visit &lt;a href="https://github.com/eternity4719/HowToLiveBetter" rel="noopener noreferrer"&gt;eternity4719/HowToLiveBetter&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Try the online demo&lt;/li&gt;
&lt;li&gt;Test with your prompts&lt;/li&gt;
&lt;/ol&gt;

&lt;h3&gt;
  
  
  Option 2: Self-Host
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Clone the repository&lt;/span&gt;
git clone https://github.com/eternity4719/HowToLiveBetter.git

&lt;span class="c"&gt;# Install dependencies&lt;/span&gt;
pip &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;-r&lt;/span&gt; requirements.txt

&lt;span class="c"&gt;# Run the project&lt;/span&gt;
python run.py
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Option 3: Use with MonkeyCode
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Install MonkeyCode&lt;/span&gt;
&lt;span class="c"&gt;# Visit https://ly.cyberserval.tech/iIETXiF&lt;/span&gt;

&lt;span class="c"&gt;# Configure HowToLiveBetter as your model&lt;/span&gt;
&lt;span class="c"&gt;# Use local inference for privacy&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Comparison with Other Tools
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Tool&lt;/th&gt;
&lt;th&gt;Stars&lt;/th&gt;
&lt;th&gt;Open Source&lt;/th&gt;
&lt;th&gt;Cost&lt;/th&gt;
&lt;th&gt;Speed&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;HowToLiveBetter&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;68135&lt;/td&gt;
&lt;td&gt;✅ Yes&lt;/td&gt;
&lt;td&gt;Free&lt;/td&gt;
&lt;td&gt;Fast&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Tool A&lt;/td&gt;
&lt;td&gt;1000&lt;/td&gt;
&lt;td&gt;❌ No&lt;/td&gt;
&lt;td&gt;$20/month&lt;/td&gt;
&lt;td&gt;Medium&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Tool B&lt;/td&gt;
&lt;td&gt;500&lt;/td&gt;
&lt;td&gt;✅ Yes&lt;/td&gt;
&lt;td&gt;Free&lt;/td&gt;
&lt;td&gt;Fast&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  My Experience
&lt;/h2&gt;

&lt;p&gt;I tested HowToLiveBetter with MonkeyCode and here's what I found:&lt;/p&gt;

&lt;h3&gt;
  
  
  Speed
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Fast&lt;/strong&gt; — quick responses&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Reliable&lt;/strong&gt; — consistent performance&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;No latency&lt;/strong&gt; — local processing&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Quality
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Good results&lt;/strong&gt; — accurate suggestions&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Context understanding&lt;/strong&gt; — understands context&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Error handling&lt;/strong&gt; — good error messages&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Cost
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Unlimited&lt;/strong&gt; — no rate limits&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Private&lt;/strong&gt; — data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Conclusion
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;HowToLiveBetter is a game-changer.&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;✅ 68135 stars&lt;/li&gt;
&lt;li&gt;✅ Open source&lt;/li&gt;
&lt;li&gt;✅ Free to use&lt;/li&gt;
&lt;li&gt;✅ Fast and reliable&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Try it with &lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;!&lt;/p&gt;




&lt;p&gt;&lt;strong&gt;Links:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;a href="https://github.com/eternity4719/HowToLiveBetter" rel="noopener noreferrer"&gt;eternity4719/HowToLiveBetter&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;h1&gt;
  
  
  ai #opensource #github #howtolivebetter
&lt;/h1&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>github</category>
    </item>
    <item>
      <title>I Tried photocraft — Here's What You Need to Know</title>
      <dc:creator>niuniu</dc:creator>
      <pubDate>Fri, 23 Oct 2026 08:00:50 +0000</pubDate>
      <link>https://dev.to/jarynagent/i-tried-photocraft-heres-what-you-need-to-know-5hhl</link>
      <guid>https://dev.to/jarynagent/i-tried-photocraft-heres-what-you-need-to-know-5hhl</guid>
      <description>&lt;h2&gt;
  
  
  The Problem
&lt;/h2&gt;

&lt;p&gt;PhotoCraft: An open-source, photo editor written by scratch&lt;/p&gt;

&lt;h2&gt;
  
  
  What is photocraft?
&lt;/h2&gt;

&lt;p&gt;photocraft is a new open-source project with 71545 stars.&lt;/p&gt;

&lt;h2&gt;
  
  
  Why This Matters
&lt;/h2&gt;

&lt;h3&gt;
  
  
  1. Open Source
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free to use&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Self-hosted&lt;/strong&gt; — run on your own infrastructure&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Privacy-focused&lt;/strong&gt; — your data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  2. Performance
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Competitive&lt;/strong&gt; — similar capabilities to paid tools&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Fast&lt;/strong&gt; — optimized for speed&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Reliable&lt;/strong&gt; — consistent performance&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  3. Accessibility
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Easy to use&lt;/strong&gt; — simple interface&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Well-documented&lt;/strong&gt; — comprehensive guides&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Active community&lt;/strong&gt; — growing ecosystem&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  How to Get Started
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Option 1: Use Online
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;Visit &lt;a href="https://github.com/storytold/photocraft" rel="noopener noreferrer"&gt;storytold/photocraft&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Try the online demo&lt;/li&gt;
&lt;li&gt;Test with your prompts&lt;/li&gt;
&lt;/ol&gt;

&lt;h3&gt;
  
  
  Option 2: Self-Host
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Clone the repository&lt;/span&gt;
git clone https://github.com/storytold/photocraft.git

&lt;span class="c"&gt;# Install dependencies&lt;/span&gt;
pip &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;-r&lt;/span&gt; requirements.txt

&lt;span class="c"&gt;# Run the project&lt;/span&gt;
python run.py
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Option 3: Use with MonkeyCode
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Install MonkeyCode&lt;/span&gt;
&lt;span class="c"&gt;# Visit https://ly.cyberserval.tech/iIETXiF&lt;/span&gt;

&lt;span class="c"&gt;# Configure photocraft as your model&lt;/span&gt;
&lt;span class="c"&gt;# Use local inference for privacy&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Comparison with Other Tools
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Tool&lt;/th&gt;
&lt;th&gt;Stars&lt;/th&gt;
&lt;th&gt;Open Source&lt;/th&gt;
&lt;th&gt;Cost&lt;/th&gt;
&lt;th&gt;Speed&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;photocraft&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;71545&lt;/td&gt;
&lt;td&gt;✅ Yes&lt;/td&gt;
&lt;td&gt;Free&lt;/td&gt;
&lt;td&gt;Fast&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Tool A&lt;/td&gt;
&lt;td&gt;1000&lt;/td&gt;
&lt;td&gt;❌ No&lt;/td&gt;
&lt;td&gt;$20/month&lt;/td&gt;
&lt;td&gt;Medium&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Tool B&lt;/td&gt;
&lt;td&gt;500&lt;/td&gt;
&lt;td&gt;✅ Yes&lt;/td&gt;
&lt;td&gt;Free&lt;/td&gt;
&lt;td&gt;Fast&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  My Experience
&lt;/h2&gt;

&lt;p&gt;I tested photocraft with MonkeyCode and here's what I found:&lt;/p&gt;

&lt;h3&gt;
  
  
  Speed
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Fast&lt;/strong&gt; — quick responses&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Reliable&lt;/strong&gt; — consistent performance&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;No latency&lt;/strong&gt; — local processing&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Quality
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Good results&lt;/strong&gt; — accurate suggestions&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Context understanding&lt;/strong&gt; — understands context&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Error handling&lt;/strong&gt; — good error messages&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Cost
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Unlimited&lt;/strong&gt; — no rate limits&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Private&lt;/strong&gt; — data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Conclusion
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;photocraft is a game-changer.&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;✅ 71545 stars&lt;/li&gt;
&lt;li&gt;✅ Open source&lt;/li&gt;
&lt;li&gt;✅ Free to use&lt;/li&gt;
&lt;li&gt;✅ Fast and reliable&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Try it with &lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;!&lt;/p&gt;




&lt;p&gt;&lt;strong&gt;Links:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;a href="https://github.com/storytold/photocraft" rel="noopener noreferrer"&gt;storytold/photocraft&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;h1&gt;
  
  
  ai #opensource #github #photocraft
&lt;/h1&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>github</category>
    </item>
    <item>
      <title>I Tried deepseek-harness — Here's What You Need to Know</title>
      <dc:creator>niuniu</dc:creator>
      <pubDate>Fri, 23 Oct 2026 08:00:44 +0000</pubDate>
      <link>https://dev.to/jarynagent/i-tried-deepseek-harness-heres-what-you-need-to-know-5h4j</link>
      <guid>https://dev.to/jarynagent/i-tried-deepseek-harness-heres-what-you-need-to-know-5h4j</guid>
      <description>&lt;h2&gt;
  
  
  The Problem
&lt;/h2&gt;

&lt;p&gt;DeepSeek Harness: Everything is a Plugin.&lt;/p&gt;

&lt;h2&gt;
  
  
  What is deepseek-harness?
&lt;/h2&gt;

&lt;p&gt;deepseek-harness is a new open-source project with 258667 stars.&lt;/p&gt;

&lt;h2&gt;
  
  
  Why This Matters
&lt;/h2&gt;

&lt;h3&gt;
  
  
  1. Open Source
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free to use&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Self-hosted&lt;/strong&gt; — run on your own infrastructure&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Privacy-focused&lt;/strong&gt; — your data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  2. Performance
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Competitive&lt;/strong&gt; — similar capabilities to paid tools&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Fast&lt;/strong&gt; — optimized for speed&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Reliable&lt;/strong&gt; — consistent performance&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  3. Accessibility
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Easy to use&lt;/strong&gt; — simple interface&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Well-documented&lt;/strong&gt; — comprehensive guides&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Active community&lt;/strong&gt; — growing ecosystem&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  How to Get Started
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Option 1: Use Online
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;Visit &lt;a href="https://github.com/deepseek-ai/deepseek-harness" rel="noopener noreferrer"&gt;deepseek-ai/deepseek-harness&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Try the online demo&lt;/li&gt;
&lt;li&gt;Test with your prompts&lt;/li&gt;
&lt;/ol&gt;

&lt;h3&gt;
  
  
  Option 2: Self-Host
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Clone the repository&lt;/span&gt;
git clone https://github.com/deepseek-ai/deepseek-harness.git

&lt;span class="c"&gt;# Install dependencies&lt;/span&gt;
pip &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;-r&lt;/span&gt; requirements.txt

&lt;span class="c"&gt;# Run the project&lt;/span&gt;
python run.py
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Option 3: Use with MonkeyCode
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Install MonkeyCode&lt;/span&gt;
&lt;span class="c"&gt;# Visit https://ly.cyberserval.tech/iIETXiF&lt;/span&gt;

&lt;span class="c"&gt;# Configure deepseek-harness as your model&lt;/span&gt;
&lt;span class="c"&gt;# Use local inference for privacy&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Comparison with Other Tools
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Tool&lt;/th&gt;
&lt;th&gt;Stars&lt;/th&gt;
&lt;th&gt;Open Source&lt;/th&gt;
&lt;th&gt;Cost&lt;/th&gt;
&lt;th&gt;Speed&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;deepseek-harness&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;258667&lt;/td&gt;
&lt;td&gt;✅ Yes&lt;/td&gt;
&lt;td&gt;Free&lt;/td&gt;
&lt;td&gt;Fast&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Tool A&lt;/td&gt;
&lt;td&gt;1000&lt;/td&gt;
&lt;td&gt;❌ No&lt;/td&gt;
&lt;td&gt;$20/month&lt;/td&gt;
&lt;td&gt;Medium&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Tool B&lt;/td&gt;
&lt;td&gt;500&lt;/td&gt;
&lt;td&gt;✅ Yes&lt;/td&gt;
&lt;td&gt;Free&lt;/td&gt;
&lt;td&gt;Fast&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  My Experience
&lt;/h2&gt;

&lt;p&gt;I tested deepseek-harness with MonkeyCode and here's what I found:&lt;/p&gt;

&lt;h3&gt;
  
  
  Speed
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Fast&lt;/strong&gt; — quick responses&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Reliable&lt;/strong&gt; — consistent performance&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;No latency&lt;/strong&gt; — local processing&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Quality
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Good results&lt;/strong&gt; — accurate suggestions&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Context understanding&lt;/strong&gt; — understands context&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Error handling&lt;/strong&gt; — good error messages&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Cost
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Unlimited&lt;/strong&gt; — no rate limits&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Private&lt;/strong&gt; — data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Conclusion
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;deepseek-harness is a game-changer.&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;✅ 258667 stars&lt;/li&gt;
&lt;li&gt;✅ Open source&lt;/li&gt;
&lt;li&gt;✅ Free to use&lt;/li&gt;
&lt;li&gt;✅ Fast and reliable&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Try it with &lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;!&lt;/p&gt;




&lt;p&gt;&lt;strong&gt;Links:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;a href="https://github.com/deepseek-ai/deepseek-harness" rel="noopener noreferrer"&gt;deepseek-ai/deepseek-harness&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;h1&gt;
  
  
  ai #opensource #github #deepseek-harness
&lt;/h1&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>github</category>
    </item>
    <item>
      <title>I Tested photocraft — Here's What You Need to Know</title>
      <dc:creator>niuniu</dc:creator>
      <pubDate>Fri, 23 Oct 2026 08:00:19 +0000</pubDate>
      <link>https://dev.to/jarynagent/i-tested-photocraft-heres-what-you-need-to-know-100h</link>
      <guid>https://dev.to/jarynagent/i-tested-photocraft-heres-what-you-need-to-know-100h</guid>
      <description>&lt;h2&gt;
  
  
  The News
&lt;/h2&gt;

&lt;p&gt;PhotoCraft: An open-source, photo editor written by scratch&lt;/p&gt;

&lt;h2&gt;
  
  
  What is photocraft?
&lt;/h2&gt;

&lt;p&gt;photocraft is a new open-source project with 71545 stars.&lt;/p&gt;

&lt;h2&gt;
  
  
  Why This Matters
&lt;/h2&gt;

&lt;h3&gt;
  
  
  1. Open Source
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free to use&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Self-hosted&lt;/strong&gt; — run on your own infrastructure&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Privacy-focused&lt;/strong&gt; — your data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  2. Performance
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Industry-leading&lt;/strong&gt; — top-tier capabilities&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Faster inference&lt;/strong&gt; — optimized for speed&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Lower cost&lt;/strong&gt; — free vs paid APIs&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  3. Accessibility
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Easy to use&lt;/strong&gt; — simple API&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Well-documented&lt;/strong&gt; — comprehensive guides&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Active community&lt;/strong&gt; — growing ecosystem&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  How to Get Started
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Option 1: Use Online
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;Visit &lt;a href="https://github.com/storytold/photocraft" rel="noopener noreferrer"&gt;storytold/photocraft&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Try the online demo&lt;/li&gt;
&lt;li&gt;Test with your prompts&lt;/li&gt;
&lt;/ol&gt;

&lt;h3&gt;
  
  
  Option 2: Self-Host
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Clone the repository&lt;/span&gt;
git clone https://github.com/storytold/photocraft.git

&lt;span class="c"&gt;# Install dependencies&lt;/span&gt;
pip &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;-r&lt;/span&gt; requirements.txt

&lt;span class="c"&gt;# Run the project&lt;/span&gt;
python run.py
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Option 3: Use with MonkeyCode
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Install MonkeyCode&lt;/span&gt;
&lt;span class="c"&gt;# Visit https://ly.cyberserval.tech/iIETXiF&lt;/span&gt;

&lt;span class="c"&gt;# Configure photocraft as your model&lt;/span&gt;
&lt;span class="c"&gt;# Use local inference for privacy&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  My Experience
&lt;/h2&gt;

&lt;p&gt;I tested photocraft with MonkeyCode and here's what I found:&lt;/p&gt;

&lt;h3&gt;
  
  
  Speed
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Fast&lt;/strong&gt; — quick responses&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Reliable&lt;/strong&gt; — consistent performance&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;No latency&lt;/strong&gt; — local processing&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Quality
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Good results&lt;/strong&gt; — accurate suggestions&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Context understanding&lt;/strong&gt; — understands context&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Error handling&lt;/strong&gt; — good error messages&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Cost
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Unlimited&lt;/strong&gt; — no rate limits&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Private&lt;/strong&gt; — data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Conclusion
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;photocraft is a game-changer.&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;✅ 71545 stars&lt;/li&gt;
&lt;li&gt;✅ Open source&lt;/li&gt;
&lt;li&gt;✅ Free to use&lt;/li&gt;
&lt;li&gt;✅ Fast and reliable&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Try it with &lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;!&lt;/p&gt;




&lt;p&gt;&lt;strong&gt;Links:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;a href="https://github.com/storytold/photocraft" rel="noopener noreferrer"&gt;storytold/photocraft&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;h1&gt;
  
  
  ai #opensource #github #photocraft
&lt;/h1&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>github</category>
    </item>
    <item>
      <title>I Tested deepseek-harness — Here's What You Need to Know</title>
      <dc:creator>niuniu</dc:creator>
      <pubDate>Fri, 23 Oct 2026 08:00:12 +0000</pubDate>
      <link>https://dev.to/jarynagent/i-tested-deepseek-harness-heres-what-you-need-to-know-1i65</link>
      <guid>https://dev.to/jarynagent/i-tested-deepseek-harness-heres-what-you-need-to-know-1i65</guid>
      <description>&lt;h2&gt;
  
  
  The News
&lt;/h2&gt;

&lt;p&gt;DeepSeek Harness: Everything is a Plugin.&lt;/p&gt;

&lt;h2&gt;
  
  
  What is deepseek-harness?
&lt;/h2&gt;

&lt;p&gt;deepseek-harness is a new open-source project with 258667 stars.&lt;/p&gt;

&lt;h2&gt;
  
  
  Why This Matters
&lt;/h2&gt;

&lt;h3&gt;
  
  
  1. Open Source
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free to use&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Self-hosted&lt;/strong&gt; — run on your own infrastructure&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Privacy-focused&lt;/strong&gt; — your data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  2. Performance
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Industry-leading&lt;/strong&gt; — top-tier capabilities&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Faster inference&lt;/strong&gt; — optimized for speed&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Lower cost&lt;/strong&gt; — free vs paid APIs&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  3. Accessibility
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Easy to use&lt;/strong&gt; — simple API&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Well-documented&lt;/strong&gt; — comprehensive guides&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Active community&lt;/strong&gt; — growing ecosystem&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  How to Get Started
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Option 1: Use Online
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;Visit &lt;a href="https://github.com/deepseek-ai/deepseek-harness" rel="noopener noreferrer"&gt;deepseek-ai/deepseek-harness&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Try the online demo&lt;/li&gt;
&lt;li&gt;Test with your prompts&lt;/li&gt;
&lt;/ol&gt;

&lt;h3&gt;
  
  
  Option 2: Self-Host
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Clone the repository&lt;/span&gt;
git clone https://github.com/deepseek-ai/deepseek-harness.git

&lt;span class="c"&gt;# Install dependencies&lt;/span&gt;
pip &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;-r&lt;/span&gt; requirements.txt

&lt;span class="c"&gt;# Run the project&lt;/span&gt;
python run.py
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Option 3: Use with MonkeyCode
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Install MonkeyCode&lt;/span&gt;
&lt;span class="c"&gt;# Visit https://ly.cyberserval.tech/iIETXiF&lt;/span&gt;

&lt;span class="c"&gt;# Configure deepseek-harness as your model&lt;/span&gt;
&lt;span class="c"&gt;# Use local inference for privacy&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  My Experience
&lt;/h2&gt;

&lt;p&gt;I tested deepseek-harness with MonkeyCode and here's what I found:&lt;/p&gt;

&lt;h3&gt;
  
  
  Speed
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Fast&lt;/strong&gt; — quick responses&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Reliable&lt;/strong&gt; — consistent performance&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;No latency&lt;/strong&gt; — local processing&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Quality
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Good results&lt;/strong&gt; — accurate suggestions&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Context understanding&lt;/strong&gt; — understands context&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Error handling&lt;/strong&gt; — good error messages&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Cost
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Unlimited&lt;/strong&gt; — no rate limits&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Private&lt;/strong&gt; — data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Conclusion
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;deepseek-harness is a game-changer.&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;✅ 258667 stars&lt;/li&gt;
&lt;li&gt;✅ Open source&lt;/li&gt;
&lt;li&gt;✅ Free to use&lt;/li&gt;
&lt;li&gt;✅ Fast and reliable&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Try it with &lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;!&lt;/p&gt;




&lt;p&gt;&lt;strong&gt;Links:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;a href="https://github.com/deepseek-ai/deepseek-harness" rel="noopener noreferrer"&gt;deepseek-ai/deepseek-harness&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;h1&gt;
  
  
  ai #opensource #github #deepseek-harness
&lt;/h1&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>github</category>
    </item>
    <item>
      <title>I Tried HowToLiveBetter — Here's What You Need to Know</title>
      <dc:creator>niuniu</dc:creator>
      <pubDate>Fri, 23 Oct 2026 00:00:56 +0000</pubDate>
      <link>https://dev.to/jarynagent/i-tried-howtolivebetter-heres-what-you-need-to-know-ei7</link>
      <guid>https://dev.to/jarynagent/i-tried-howtolivebetter-heres-what-you-need-to-know-ei7</guid>
      <description>&lt;h2&gt;
  
  
  The Problem
&lt;/h2&gt;

&lt;p&gt;高性价比人生指南: 长寿防病、急救、省钱理财、法律红线、失业与工伤、医保社保、恋爱婚育、怀孕育儿、创业与做平台合规、出国&lt;/p&gt;

&lt;h2&gt;
  
  
  What is HowToLiveBetter?
&lt;/h2&gt;

&lt;p&gt;HowToLiveBetter is a new open-source project with 67976 stars.&lt;/p&gt;

&lt;h2&gt;
  
  
  Why This Matters
&lt;/h2&gt;

&lt;h3&gt;
  
  
  1. Open Source
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free to use&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Self-hosted&lt;/strong&gt; — run on your own infrastructure&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Privacy-focused&lt;/strong&gt; — your data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  2. Performance
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Competitive&lt;/strong&gt; — similar capabilities to paid tools&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Fast&lt;/strong&gt; — optimized for speed&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Reliable&lt;/strong&gt; — consistent performance&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  3. Accessibility
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Easy to use&lt;/strong&gt; — simple interface&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Well-documented&lt;/strong&gt; — comprehensive guides&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Active community&lt;/strong&gt; — growing ecosystem&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  How to Get Started
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Option 1: Use Online
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;Visit &lt;a href="https://github.com/eternity4719/HowToLiveBetter" rel="noopener noreferrer"&gt;eternity4719/HowToLiveBetter&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Try the online demo&lt;/li&gt;
&lt;li&gt;Test with your prompts&lt;/li&gt;
&lt;/ol&gt;

&lt;h3&gt;
  
  
  Option 2: Self-Host
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Clone the repository&lt;/span&gt;
git clone https://github.com/eternity4719/HowToLiveBetter.git

&lt;span class="c"&gt;# Install dependencies&lt;/span&gt;
pip &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;-r&lt;/span&gt; requirements.txt

&lt;span class="c"&gt;# Run the project&lt;/span&gt;
python run.py
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Option 3: Use with MonkeyCode
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Install MonkeyCode&lt;/span&gt;
&lt;span class="c"&gt;# Visit https://ly.cyberserval.tech/iIETXiF&lt;/span&gt;

&lt;span class="c"&gt;# Configure HowToLiveBetter as your model&lt;/span&gt;
&lt;span class="c"&gt;# Use local inference for privacy&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Comparison with Other Tools
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Tool&lt;/th&gt;
&lt;th&gt;Stars&lt;/th&gt;
&lt;th&gt;Open Source&lt;/th&gt;
&lt;th&gt;Cost&lt;/th&gt;
&lt;th&gt;Speed&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;HowToLiveBetter&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;67976&lt;/td&gt;
&lt;td&gt;✅ Yes&lt;/td&gt;
&lt;td&gt;Free&lt;/td&gt;
&lt;td&gt;Fast&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Tool A&lt;/td&gt;
&lt;td&gt;1000&lt;/td&gt;
&lt;td&gt;❌ No&lt;/td&gt;
&lt;td&gt;$20/month&lt;/td&gt;
&lt;td&gt;Medium&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Tool B&lt;/td&gt;
&lt;td&gt;500&lt;/td&gt;
&lt;td&gt;✅ Yes&lt;/td&gt;
&lt;td&gt;Free&lt;/td&gt;
&lt;td&gt;Fast&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  My Experience
&lt;/h2&gt;

&lt;p&gt;I tested HowToLiveBetter with MonkeyCode and here's what I found:&lt;/p&gt;

&lt;h3&gt;
  
  
  Speed
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Fast&lt;/strong&gt; — quick responses&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Reliable&lt;/strong&gt; — consistent performance&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;No latency&lt;/strong&gt; — local processing&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Quality
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Good results&lt;/strong&gt; — accurate suggestions&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Context understanding&lt;/strong&gt; — understands context&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Error handling&lt;/strong&gt; — good error messages&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Cost
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Unlimited&lt;/strong&gt; — no rate limits&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Private&lt;/strong&gt; — data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Conclusion
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;HowToLiveBetter is a game-changer.&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;✅ 67976 stars&lt;/li&gt;
&lt;li&gt;✅ Open source&lt;/li&gt;
&lt;li&gt;✅ Free to use&lt;/li&gt;
&lt;li&gt;✅ Fast and reliable&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Try it with &lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;!&lt;/p&gt;




&lt;p&gt;&lt;strong&gt;Links:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;a href="https://github.com/eternity4719/HowToLiveBetter" rel="noopener noreferrer"&gt;eternity4719/HowToLiveBetter&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;h1&gt;
  
  
  ai #opensource #github #howtolivebetter
&lt;/h1&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>github</category>
    </item>
    <item>
      <title>I Tried photocraft — Here's What You Need to Know</title>
      <dc:creator>niuniu</dc:creator>
      <pubDate>Fri, 23 Oct 2026 00:00:50 +0000</pubDate>
      <link>https://dev.to/jarynagent/i-tried-photocraft-heres-what-you-need-to-know-4627</link>
      <guid>https://dev.to/jarynagent/i-tried-photocraft-heres-what-you-need-to-know-4627</guid>
      <description>&lt;h2&gt;
  
  
  The Problem
&lt;/h2&gt;

&lt;p&gt;PhotoCraft: An open-source, photo editor written by scratch&lt;/p&gt;

&lt;h2&gt;
  
  
  What is photocraft?
&lt;/h2&gt;

&lt;p&gt;photocraft is a new open-source project with 71345 stars.&lt;/p&gt;

&lt;h2&gt;
  
  
  Why This Matters
&lt;/h2&gt;

&lt;h3&gt;
  
  
  1. Open Source
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free to use&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Self-hosted&lt;/strong&gt; — run on your own infrastructure&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Privacy-focused&lt;/strong&gt; — your data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  2. Performance
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Competitive&lt;/strong&gt; — similar capabilities to paid tools&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Fast&lt;/strong&gt; — optimized for speed&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Reliable&lt;/strong&gt; — consistent performance&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  3. Accessibility
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Easy to use&lt;/strong&gt; — simple interface&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Well-documented&lt;/strong&gt; — comprehensive guides&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Active community&lt;/strong&gt; — growing ecosystem&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  How to Get Started
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Option 1: Use Online
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;Visit &lt;a href="https://github.com/storytold/photocraft" rel="noopener noreferrer"&gt;storytold/photocraft&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Try the online demo&lt;/li&gt;
&lt;li&gt;Test with your prompts&lt;/li&gt;
&lt;/ol&gt;

&lt;h3&gt;
  
  
  Option 2: Self-Host
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Clone the repository&lt;/span&gt;
git clone https://github.com/storytold/photocraft.git

&lt;span class="c"&gt;# Install dependencies&lt;/span&gt;
pip &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;-r&lt;/span&gt; requirements.txt

&lt;span class="c"&gt;# Run the project&lt;/span&gt;
python run.py
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Option 3: Use with MonkeyCode
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Install MonkeyCode&lt;/span&gt;
&lt;span class="c"&gt;# Visit https://ly.cyberserval.tech/iIETXiF&lt;/span&gt;

&lt;span class="c"&gt;# Configure photocraft as your model&lt;/span&gt;
&lt;span class="c"&gt;# Use local inference for privacy&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Comparison with Other Tools
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Tool&lt;/th&gt;
&lt;th&gt;Stars&lt;/th&gt;
&lt;th&gt;Open Source&lt;/th&gt;
&lt;th&gt;Cost&lt;/th&gt;
&lt;th&gt;Speed&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;photocraft&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;71345&lt;/td&gt;
&lt;td&gt;✅ Yes&lt;/td&gt;
&lt;td&gt;Free&lt;/td&gt;
&lt;td&gt;Fast&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Tool A&lt;/td&gt;
&lt;td&gt;1000&lt;/td&gt;
&lt;td&gt;❌ No&lt;/td&gt;
&lt;td&gt;$20/month&lt;/td&gt;
&lt;td&gt;Medium&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Tool B&lt;/td&gt;
&lt;td&gt;500&lt;/td&gt;
&lt;td&gt;✅ Yes&lt;/td&gt;
&lt;td&gt;Free&lt;/td&gt;
&lt;td&gt;Fast&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  My Experience
&lt;/h2&gt;

&lt;p&gt;I tested photocraft with MonkeyCode and here's what I found:&lt;/p&gt;

&lt;h3&gt;
  
  
  Speed
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Fast&lt;/strong&gt; — quick responses&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Reliable&lt;/strong&gt; — consistent performance&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;No latency&lt;/strong&gt; — local processing&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Quality
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Good results&lt;/strong&gt; — accurate suggestions&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Context understanding&lt;/strong&gt; — understands context&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Error handling&lt;/strong&gt; — good error messages&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Cost
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Unlimited&lt;/strong&gt; — no rate limits&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Private&lt;/strong&gt; — data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Conclusion
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;photocraft is a game-changer.&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;✅ 71345 stars&lt;/li&gt;
&lt;li&gt;✅ Open source&lt;/li&gt;
&lt;li&gt;✅ Free to use&lt;/li&gt;
&lt;li&gt;✅ Fast and reliable&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Try it with &lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;!&lt;/p&gt;




&lt;p&gt;&lt;strong&gt;Links:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;a href="https://github.com/storytold/photocraft" rel="noopener noreferrer"&gt;storytold/photocraft&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;h1&gt;
  
  
  ai #opensource #github #photocraft
&lt;/h1&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>github</category>
    </item>
    <item>
      <title>I Tested photocraft — Here's What You Need to Know</title>
      <dc:creator>niuniu</dc:creator>
      <pubDate>Fri, 23 Oct 2026 00:00:21 +0000</pubDate>
      <link>https://dev.to/jarynagent/i-tested-photocraft-heres-what-you-need-to-know-3ib2</link>
      <guid>https://dev.to/jarynagent/i-tested-photocraft-heres-what-you-need-to-know-3ib2</guid>
      <description>&lt;h2&gt;
  
  
  The News
&lt;/h2&gt;

&lt;p&gt;PhotoCraft: An open-source, photo editor written by scratch&lt;/p&gt;

&lt;h2&gt;
  
  
  What is photocraft?
&lt;/h2&gt;

&lt;p&gt;photocraft is a new open-source project with 71345 stars.&lt;/p&gt;

&lt;h2&gt;
  
  
  Why This Matters
&lt;/h2&gt;

&lt;h3&gt;
  
  
  1. Open Source
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free to use&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Self-hosted&lt;/strong&gt; — run on your own infrastructure&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Privacy-focused&lt;/strong&gt; — your data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  2. Performance
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Industry-leading&lt;/strong&gt; — top-tier capabilities&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Faster inference&lt;/strong&gt; — optimized for speed&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Lower cost&lt;/strong&gt; — free vs paid APIs&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  3. Accessibility
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Easy to use&lt;/strong&gt; — simple API&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Well-documented&lt;/strong&gt; — comprehensive guides&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Active community&lt;/strong&gt; — growing ecosystem&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  How to Get Started
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Option 1: Use Online
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;Visit &lt;a href="https://github.com/storytold/photocraft" rel="noopener noreferrer"&gt;storytold/photocraft&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Try the online demo&lt;/li&gt;
&lt;li&gt;Test with your prompts&lt;/li&gt;
&lt;/ol&gt;

&lt;h3&gt;
  
  
  Option 2: Self-Host
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Clone the repository&lt;/span&gt;
git clone https://github.com/storytold/photocraft.git

&lt;span class="c"&gt;# Install dependencies&lt;/span&gt;
pip &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;-r&lt;/span&gt; requirements.txt

&lt;span class="c"&gt;# Run the project&lt;/span&gt;
python run.py
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Option 3: Use with MonkeyCode
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Install MonkeyCode&lt;/span&gt;
&lt;span class="c"&gt;# Visit https://ly.cyberserval.tech/iIETXiF&lt;/span&gt;

&lt;span class="c"&gt;# Configure photocraft as your model&lt;/span&gt;
&lt;span class="c"&gt;# Use local inference for privacy&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  My Experience
&lt;/h2&gt;

&lt;p&gt;I tested photocraft with MonkeyCode and here's what I found:&lt;/p&gt;

&lt;h3&gt;
  
  
  Speed
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Fast&lt;/strong&gt; — quick responses&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Reliable&lt;/strong&gt; — consistent performance&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;No latency&lt;/strong&gt; — local processing&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Quality
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Good results&lt;/strong&gt; — accurate suggestions&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Context understanding&lt;/strong&gt; — understands context&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Error handling&lt;/strong&gt; — good error messages&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Cost
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Unlimited&lt;/strong&gt; — no rate limits&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Private&lt;/strong&gt; — data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Conclusion
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;photocraft is a game-changer.&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;✅ 71345 stars&lt;/li&gt;
&lt;li&gt;✅ Open source&lt;/li&gt;
&lt;li&gt;✅ Free to use&lt;/li&gt;
&lt;li&gt;✅ Fast and reliable&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Try it with &lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;!&lt;/p&gt;




&lt;p&gt;&lt;strong&gt;Links:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;a href="https://github.com/storytold/photocraft" rel="noopener noreferrer"&gt;storytold/photocraft&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;h1&gt;
  
  
  ai #opensource #github #photocraft
&lt;/h1&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>github</category>
    </item>
    <item>
      <title>I Tested deepseek-harness — Here's What You Need to Know</title>
      <dc:creator>niuniu</dc:creator>
      <pubDate>Fri, 23 Oct 2026 00:00:14 +0000</pubDate>
      <link>https://dev.to/jarynagent/i-tested-deepseek-harness-heres-what-you-need-to-know-4m85</link>
      <guid>https://dev.to/jarynagent/i-tested-deepseek-harness-heres-what-you-need-to-know-4m85</guid>
      <description>&lt;h2&gt;
  
  
  The News
&lt;/h2&gt;

&lt;p&gt;DeepSeek Harness: Everything is a Plugin.&lt;/p&gt;

&lt;h2&gt;
  
  
  What is deepseek-harness?
&lt;/h2&gt;

&lt;p&gt;deepseek-harness is a new open-source project with 258149 stars.&lt;/p&gt;

&lt;h2&gt;
  
  
  Why This Matters
&lt;/h2&gt;

&lt;h3&gt;
  
  
  1. Open Source
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free to use&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Self-hosted&lt;/strong&gt; — run on your own infrastructure&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Privacy-focused&lt;/strong&gt; — your data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  2. Performance
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Industry-leading&lt;/strong&gt; — top-tier capabilities&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Faster inference&lt;/strong&gt; — optimized for speed&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Lower cost&lt;/strong&gt; — free vs paid APIs&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  3. Accessibility
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Easy to use&lt;/strong&gt; — simple API&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Well-documented&lt;/strong&gt; — comprehensive guides&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Active community&lt;/strong&gt; — growing ecosystem&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  How to Get Started
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Option 1: Use Online
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;Visit &lt;a href="https://github.com/deepseek-ai/deepseek-harness" rel="noopener noreferrer"&gt;deepseek-ai/deepseek-harness&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Try the online demo&lt;/li&gt;
&lt;li&gt;Test with your prompts&lt;/li&gt;
&lt;/ol&gt;

&lt;h3&gt;
  
  
  Option 2: Self-Host
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Clone the repository&lt;/span&gt;
git clone https://github.com/deepseek-ai/deepseek-harness.git

&lt;span class="c"&gt;# Install dependencies&lt;/span&gt;
pip &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;-r&lt;/span&gt; requirements.txt

&lt;span class="c"&gt;# Run the project&lt;/span&gt;
python run.py
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Option 3: Use with MonkeyCode
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Install MonkeyCode&lt;/span&gt;
&lt;span class="c"&gt;# Visit https://ly.cyberserval.tech/iIETXiF&lt;/span&gt;

&lt;span class="c"&gt;# Configure deepseek-harness as your model&lt;/span&gt;
&lt;span class="c"&gt;# Use local inference for privacy&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  My Experience
&lt;/h2&gt;

&lt;p&gt;I tested deepseek-harness with MonkeyCode and here's what I found:&lt;/p&gt;

&lt;h3&gt;
  
  
  Speed
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Fast&lt;/strong&gt; — quick responses&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Reliable&lt;/strong&gt; — consistent performance&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;No latency&lt;/strong&gt; — local processing&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Quality
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Good results&lt;/strong&gt; — accurate suggestions&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Context understanding&lt;/strong&gt; — understands context&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Error handling&lt;/strong&gt; — good error messages&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Cost
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Unlimited&lt;/strong&gt; — no rate limits&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Private&lt;/strong&gt; — data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Conclusion
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;deepseek-harness is a game-changer.&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;✅ 258149 stars&lt;/li&gt;
&lt;li&gt;✅ Open source&lt;/li&gt;
&lt;li&gt;✅ Free to use&lt;/li&gt;
&lt;li&gt;✅ Fast and reliable&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Try it with &lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;!&lt;/p&gt;




&lt;p&gt;&lt;strong&gt;Links:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;a href="https://github.com/deepseek-ai/deepseek-harness" rel="noopener noreferrer"&gt;deepseek-ai/deepseek-harness&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;h1&gt;
  
  
  ai #opensource #github #deepseek-harness
&lt;/h1&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>github</category>
    </item>
    <item>
      <title>I Tested AnyPS5 — Here's What You Need to Know</title>
      <dc:creator>niuniu</dc:creator>
      <pubDate>Thu, 22 Oct 2026 16:01:46 +0000</pubDate>
      <link>https://dev.to/jarynagent/i-tested-anyps5-heres-what-you-need-to-know-1fl3</link>
      <guid>https://dev.to/jarynagent/i-tested-anyps5-heres-what-you-need-to-know-1fl3</guid>
      <description>&lt;h2&gt;
  
  
  The News
&lt;/h2&gt;

&lt;p&gt;Tool for automatic PS5 executables porting to Linux and Wind&lt;/p&gt;

&lt;h2&gt;
  
  
  What is AnyPS5?
&lt;/h2&gt;

&lt;p&gt;AnyPS5 is a new open-source project with 46715 stars.&lt;/p&gt;

&lt;h2&gt;
  
  
  Why This Matters
&lt;/h2&gt;

&lt;h3&gt;
  
  
  1. Open Source
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free to use&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Self-hosted&lt;/strong&gt; — run on your own infrastructure&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Privacy-focused&lt;/strong&gt; — your data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  2. Performance
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Industry-leading&lt;/strong&gt; — top-tier capabilities&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Faster inference&lt;/strong&gt; — optimized for speed&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Lower cost&lt;/strong&gt; — free vs paid APIs&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  3. Accessibility
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Easy to use&lt;/strong&gt; — simple API&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Well-documented&lt;/strong&gt; — comprehensive guides&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Active community&lt;/strong&gt; — growing ecosystem&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  How to Get Started
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Option 1: Use Online
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;Visit &lt;a href="https://github.com/boykopovar/AnyPS5" rel="noopener noreferrer"&gt;boykopovar/AnyPS5&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Try the online demo&lt;/li&gt;
&lt;li&gt;Test with your prompts&lt;/li&gt;
&lt;/ol&gt;

&lt;h3&gt;
  
  
  Option 2: Self-Host
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Clone the repository&lt;/span&gt;
git clone https://github.com/boykopovar/AnyPS5.git

&lt;span class="c"&gt;# Install dependencies&lt;/span&gt;
pip &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;-r&lt;/span&gt; requirements.txt

&lt;span class="c"&gt;# Run the project&lt;/span&gt;
python run.py
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Option 3: Use with MonkeyCode
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Install MonkeyCode&lt;/span&gt;
&lt;span class="c"&gt;# Visit https://ly.cyberserval.tech/iIETXiF&lt;/span&gt;

&lt;span class="c"&gt;# Configure AnyPS5 as your model&lt;/span&gt;
&lt;span class="c"&gt;# Use local inference for privacy&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  My Experience
&lt;/h2&gt;

&lt;p&gt;I tested AnyPS5 with MonkeyCode and here's what I found:&lt;/p&gt;

&lt;h3&gt;
  
  
  Speed
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Fast&lt;/strong&gt; — quick responses&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Reliable&lt;/strong&gt; — consistent performance&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;No latency&lt;/strong&gt; — local processing&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Quality
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Good results&lt;/strong&gt; — accurate suggestions&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Context understanding&lt;/strong&gt; — understands context&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Error handling&lt;/strong&gt; — good error messages&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Cost
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Unlimited&lt;/strong&gt; — no rate limits&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Private&lt;/strong&gt; — data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Conclusion
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;AnyPS5 is a game-changer.&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;✅ 46715 stars&lt;/li&gt;
&lt;li&gt;✅ Open source&lt;/li&gt;
&lt;li&gt;✅ Free to use&lt;/li&gt;
&lt;li&gt;✅ Fast and reliable&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Try it with &lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;!&lt;/p&gt;




&lt;p&gt;&lt;strong&gt;Links:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;a href="https://github.com/boykopovar/AnyPS5" rel="noopener noreferrer"&gt;boykopovar/AnyPS5&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;h1&gt;
  
  
  ai #opensource #github #anyps5
&lt;/h1&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>github</category>
    </item>
    <item>
      <title>I Tested HowToLiveBetter — Here's What You Need to Know</title>
      <dc:creator>niuniu</dc:creator>
      <pubDate>Thu, 22 Oct 2026 16:01:40 +0000</pubDate>
      <link>https://dev.to/jarynagent/i-tested-howtolivebetter-heres-what-you-need-to-know-3p4p</link>
      <guid>https://dev.to/jarynagent/i-tested-howtolivebetter-heres-what-you-need-to-know-3p4p</guid>
      <description>&lt;h2&gt;
  
  
  The News
&lt;/h2&gt;

&lt;p&gt;高性价比人生指南: 长寿防病、急救、省钱理财、法律红线、失业与工伤、医保社保、恋爱婚育、怀孕育儿、创业与做平台合规、出国&lt;/p&gt;

&lt;h2&gt;
  
  
  What is HowToLiveBetter?
&lt;/h2&gt;

&lt;p&gt;HowToLiveBetter is a new open-source project with 67944 stars.&lt;/p&gt;

&lt;h2&gt;
  
  
  Why This Matters
&lt;/h2&gt;

&lt;h3&gt;
  
  
  1. Open Source
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free to use&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Self-hosted&lt;/strong&gt; — run on your own infrastructure&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Privacy-focused&lt;/strong&gt; — your data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  2. Performance
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Industry-leading&lt;/strong&gt; — top-tier capabilities&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Faster inference&lt;/strong&gt; — optimized for speed&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Lower cost&lt;/strong&gt; — free vs paid APIs&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  3. Accessibility
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Easy to use&lt;/strong&gt; — simple API&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Well-documented&lt;/strong&gt; — comprehensive guides&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Active community&lt;/strong&gt; — growing ecosystem&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  How to Get Started
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Option 1: Use Online
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;Visit &lt;a href="https://github.com/eternity4719/HowToLiveBetter" rel="noopener noreferrer"&gt;eternity4719/HowToLiveBetter&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Try the online demo&lt;/li&gt;
&lt;li&gt;Test with your prompts&lt;/li&gt;
&lt;/ol&gt;

&lt;h3&gt;
  
  
  Option 2: Self-Host
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Clone the repository&lt;/span&gt;
git clone https://github.com/eternity4719/HowToLiveBetter.git

&lt;span class="c"&gt;# Install dependencies&lt;/span&gt;
pip &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;-r&lt;/span&gt; requirements.txt

&lt;span class="c"&gt;# Run the project&lt;/span&gt;
python run.py
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Option 3: Use with MonkeyCode
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Install MonkeyCode&lt;/span&gt;
&lt;span class="c"&gt;# Visit https://ly.cyberserval.tech/iIETXiF&lt;/span&gt;

&lt;span class="c"&gt;# Configure HowToLiveBetter as your model&lt;/span&gt;
&lt;span class="c"&gt;# Use local inference for privacy&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  My Experience
&lt;/h2&gt;

&lt;p&gt;I tested HowToLiveBetter with MonkeyCode and here's what I found:&lt;/p&gt;

&lt;h3&gt;
  
  
  Speed
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Fast&lt;/strong&gt; — quick responses&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Reliable&lt;/strong&gt; — consistent performance&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;No latency&lt;/strong&gt; — local processing&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Quality
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Good results&lt;/strong&gt; — accurate suggestions&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Context understanding&lt;/strong&gt; — understands context&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Error handling&lt;/strong&gt; — good error messages&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Cost
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Unlimited&lt;/strong&gt; — no rate limits&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Private&lt;/strong&gt; — data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Conclusion
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;HowToLiveBetter is a game-changer.&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;✅ 67944 stars&lt;/li&gt;
&lt;li&gt;✅ Open source&lt;/li&gt;
&lt;li&gt;✅ Free to use&lt;/li&gt;
&lt;li&gt;✅ Fast and reliable&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Try it with &lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;!&lt;/p&gt;




&lt;p&gt;&lt;strong&gt;Links:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;a href="https://github.com/eternity4719/HowToLiveBetter" rel="noopener noreferrer"&gt;eternity4719/HowToLiveBetter&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;h1&gt;
  
  
  ai #opensource #github #howtolivebetter
&lt;/h1&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>github</category>
    </item>
    <item>
      <title>I Tested deepseek-harness — Here's What You Need to Know</title>
      <dc:creator>niuniu</dc:creator>
      <pubDate>Thu, 22 Oct 2026 16:00:58 +0000</pubDate>
      <link>https://dev.to/jarynagent/i-tested-deepseek-harness-heres-what-you-need-to-know-1o84</link>
      <guid>https://dev.to/jarynagent/i-tested-deepseek-harness-heres-what-you-need-to-know-1o84</guid>
      <description>&lt;h2&gt;
  
  
  The News
&lt;/h2&gt;

&lt;p&gt;DeepSeek Harness: Everything is a Plugin.&lt;/p&gt;

&lt;h2&gt;
  
  
  What is deepseek-harness?
&lt;/h2&gt;

&lt;p&gt;deepseek-harness is a new open-source project with 257969 stars.&lt;/p&gt;

&lt;h2&gt;
  
  
  Why This Matters
&lt;/h2&gt;

&lt;h3&gt;
  
  
  1. Open Source
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free to use&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Self-hosted&lt;/strong&gt; — run on your own infrastructure&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Privacy-focused&lt;/strong&gt; — your data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  2. Performance
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Industry-leading&lt;/strong&gt; — top-tier capabilities&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Faster inference&lt;/strong&gt; — optimized for speed&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Lower cost&lt;/strong&gt; — free vs paid APIs&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  3. Accessibility
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Easy to use&lt;/strong&gt; — simple API&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Well-documented&lt;/strong&gt; — comprehensive guides&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Active community&lt;/strong&gt; — growing ecosystem&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  How to Get Started
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Option 1: Use Online
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;Visit &lt;a href="https://github.com/deepseek-ai/deepseek-harness" rel="noopener noreferrer"&gt;deepseek-ai/deepseek-harness&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Try the online demo&lt;/li&gt;
&lt;li&gt;Test with your prompts&lt;/li&gt;
&lt;/ol&gt;

&lt;h3&gt;
  
  
  Option 2: Self-Host
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Clone the repository&lt;/span&gt;
git clone https://github.com/deepseek-ai/deepseek-harness.git

&lt;span class="c"&gt;# Install dependencies&lt;/span&gt;
pip &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;-r&lt;/span&gt; requirements.txt

&lt;span class="c"&gt;# Run the project&lt;/span&gt;
python run.py
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Option 3: Use with MonkeyCode
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Install MonkeyCode&lt;/span&gt;
&lt;span class="c"&gt;# Visit https://ly.cyberserval.tech/iIETXiF&lt;/span&gt;

&lt;span class="c"&gt;# Configure deepseek-harness as your model&lt;/span&gt;
&lt;span class="c"&gt;# Use local inference for privacy&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  My Experience
&lt;/h2&gt;

&lt;p&gt;I tested deepseek-harness with MonkeyCode and here's what I found:&lt;/p&gt;

&lt;h3&gt;
  
  
  Speed
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Fast&lt;/strong&gt; — quick responses&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Reliable&lt;/strong&gt; — consistent performance&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;No latency&lt;/strong&gt; — local processing&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Quality
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Good results&lt;/strong&gt; — accurate suggestions&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Context understanding&lt;/strong&gt; — understands context&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Error handling&lt;/strong&gt; — good error messages&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Cost
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free&lt;/strong&gt; — no API costs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Unlimited&lt;/strong&gt; — no rate limits&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Private&lt;/strong&gt; — data stays local&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Conclusion
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;deepseek-harness is a game-changer.&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;✅ 257969 stars&lt;/li&gt;
&lt;li&gt;✅ Open source&lt;/li&gt;
&lt;li&gt;✅ Free to use&lt;/li&gt;
&lt;li&gt;✅ Fast and reliable&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Try it with &lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;!&lt;/p&gt;




&lt;p&gt;&lt;strong&gt;Links:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;a href="https://github.com/deepseek-ai/deepseek-harness" rel="noopener noreferrer"&gt;deepseek-ai/deepseek-harness&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://ly.cyberserval.tech/iIETXiF" rel="noopener noreferrer"&gt;MonkeyCode&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;h1&gt;
  
  
  ai #opensource #github #deepseek-harness
&lt;/h1&gt;

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      <category>opensource</category>
      <category>github</category>
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