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    <title>DEV Community: Manucho IA</title>
    <description>The latest articles on DEV Community by Manucho IA (@ma-nucho-pro).</description>
    <link>https://dev.to/ma-nucho-pro</link>
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      <title>DEV Community: Manucho IA</title>
      <link>https://dev.to/ma-nucho-pro</link>
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      <title>Stop letting your AI agent meet you from scratch on every prompt</title>
      <dc:creator>Manucho IA</dc:creator>
      <pubDate>Mon, 03 Aug 2026 23:24:42 +0000</pubDate>
      <link>https://dev.to/ma-nucho-pro/stop-letting-your-ai-agent-meet-you-from-scratch-on-every-prompt-2hc2</link>
      <guid>https://dev.to/ma-nucho-pro/stop-letting-your-ai-agent-meet-you-from-scratch-on-every-prompt-2hc2</guid>
      <description>&lt;p&gt;Context reset is the most annoying part of using CLI coding agents. The moment a new session starts, your model acts like it has never met you before.&lt;/p&gt;

&lt;p&gt;I built Wife to fix this — an open-source, zero-dependency memory layer for Claude Code &amp;amp; OpenAI Codex that remembers who you are and what your project does.&lt;/p&gt;

&lt;p&gt;Key Features:&lt;br&gt;
Local &amp;amp; Plaintext: Keeps memory in plain Markdown files you control.&lt;/p&gt;

&lt;p&gt;Token Budgeting: Prevents context bloat by automatically removing low-scoring facts when hitting limits (1200 tokens for user, 800 for project).&lt;/p&gt;

&lt;p&gt;Contradiction Resolution: Updates outdated context instead of stacking contradictory statements.&lt;/p&gt;

&lt;p&gt;Traceability: Know exactly where every stored fact originated from.&lt;/p&gt;

&lt;p&gt;Quick Start:&lt;br&gt;
Bash&lt;br&gt;
curl -fsSL &lt;a href="https://raw.githubusercontent.com/ma-nucho-pro/wife/main/install.sh" rel="noopener noreferrer"&gt;https://raw.githubusercontent.com/ma-nucho-pro/wife/main/install.sh&lt;/a&gt; | bash&lt;br&gt;
Check out the repo on GitHub.&lt;/p&gt;

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    </item>
    <item>
      <title>Stop re-explaining your stack: Persistent local memory for Claude Code and Codex</title>
      <dc:creator>Manucho IA</dc:creator>
      <pubDate>Mon, 03 Aug 2026 23:23:53 +0000</pubDate>
      <link>https://dev.to/ma-nucho-pro/stop-re-explaining-your-stack-persistent-local-memory-for-claude-code-and-codex-p3p</link>
      <guid>https://dev.to/ma-nucho-pro/stop-re-explaining-your-stack-persistent-local-memory-for-claude-code-and-codex-p3p</guid>
      <description>&lt;p&gt;Context decay is one of the most frustrating aspects of working with CLI coding agents. The moment a session ends, your LLM treats you like a total stranger.&lt;/p&gt;

&lt;p&gt;To solve this without relying on external SaaS or complex vector DBs, I built Wife — an open-source, zero-dependency memory layer for Claude Code &amp;amp; OpenAI Codex.&lt;/p&gt;

&lt;p&gt;Key Features:&lt;br&gt;
Local &amp;amp; Plaintext: Stores facts in Markdown files you control.&lt;/p&gt;

&lt;p&gt;Token Ceiling Management: Automatically evicts low-priority context when hitting limits (1200 tokens for user, 800 for project).&lt;/p&gt;

&lt;p&gt;Contradiction Resolution: Updates old information instead of stacking conflicting statements.&lt;/p&gt;

&lt;p&gt;Auditability: Easily trace where every learned fact came from.&lt;/p&gt;

&lt;p&gt;Quick Start:&lt;br&gt;
Bash&lt;br&gt;
curl -fsSL &lt;a href="https://raw.githubusercontent.com/ma-nucho-pro/wife/main/install.sh" rel="noopener noreferrer"&gt;https://raw.githubusercontent.com/ma-nucho-pro/wife/main/install.sh&lt;/a&gt; | bash&lt;br&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%2Fc9gl653dolmiczellgf1.gif" 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%2Fc9gl653dolmiczellgf1.gif" alt=" " width="464" height="580"&gt;&lt;/a&gt;&lt;br&gt;
Check out the source code and documentation on GitHub.&lt;/p&gt;

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      <category>ai</category>
      <category>agents</category>
      <category>tutorial</category>
      <category>opensource</category>
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