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    <title>DEV Community: vitor castro</title>
    <description>The latest articles on DEV Community by vitor castro (@vitorcastro78).</description>
    <link>https://dev.to/vitorcastro78</link>
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      <title>DEV Community: vitor castro</title>
      <link>https://dev.to/vitorcastro78</link>
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    <item>
      <title>ContextMemory v0.1.0-beta: what shipped</title>
      <dc:creator>vitor castro</dc:creator>
      <pubDate>Sat, 15 Aug 2026 22:46:33 +0000</pubDate>
      <link>https://dev.to/vitorcastro78/contextmemory-v010-beta-what-shipped-4acl</link>
      <guid>https://dev.to/vitorcastro78/contextmemory-v010-beta-what-shipped-4acl</guid>
      <description>&lt;p&gt;ContextMemory &lt;strong&gt;v0.1.0-beta&lt;/strong&gt; is out.&lt;/p&gt;

&lt;p&gt;Agent memory you can open like a wiki — not a vector black box, not classic RAG inject.&lt;/p&gt;

&lt;h2&gt;
  
  
  Release notes
&lt;/h2&gt;

&lt;p&gt;﻿## &lt;a href="https://github.com/Kortexio/ContextMemory/compare/v0.0.1-beta...v0.1.0-beta" rel="noopener noreferrer"&gt;0.1.0-beta&lt;/a&gt; (2026-08-15)&lt;/p&gt;

&lt;h3&gt;
  
  
  Features
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;add Cursor-style HTTP, vision, browser, PDF, and canvas agent tools. (&lt;a href="https://github.com/Kortexio/ContextMemory/commit/0d322c24173b36fb4dabfc9957471d5d689f4fe7" rel="noopener noreferrer"&gt;0d322c2&lt;/a&gt;)&lt;/li&gt;
&lt;li&gt;derive LLM protocol capabilities from prompt profiles. (&lt;a href="https://github.com/Kortexio/ContextMemory/commit/bd159adfcda36302c010b99ef2f11e0363631f13" rel="noopener noreferrer"&gt;bd159ad&lt;/a&gt;)&lt;/li&gt;
&lt;li&gt;expand agentic guardrail catalog with enable/disable kinds (&lt;a href="https://github.com/Kortexio/ContextMemory/commit/4fabaec99f4e05b221c00d85fb214cd68d63396c" rel="noopener noreferrer"&gt;4fabaec&lt;/a&gt;)&lt;/li&gt;
&lt;li&gt;expose LLM generation defaults in Admin and apply to chat/generate payloads (&lt;a href="https://github.com/Kortexio/ContextMemory/commit/e4595750e0138a24ab6a522061f35b7629aaf642" rel="noopener noreferrer"&gt;e459575&lt;/a&gt;)&lt;/li&gt;
&lt;li&gt;multi-model harness, live-data guardrail, and Ollama num_ctx fix. (&lt;a href="https://github.com/Kortexio/ContextMemory/commit/7244aa26f2b253663b263c9ff9ee1577b9ca578b" rel="noopener noreferrer"&gt;7244aa2&lt;/a&gt;)&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Bug Fixes
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;ci:&lt;/strong&gt; stop GITHUB_TOKEN from overriding PEER_SYNC_TOKEN on mirror push (&lt;a href="https://github.com/Kortexio/ContextMemory/commit/f230ff2f3787fdbdaac8cfe6db0e617b49a184e1" rel="noopener noreferrer"&gt;f230ff2&lt;/a&gt;)&lt;/li&gt;
&lt;li&gt;coerce query_objects filter object/string into string array. (&lt;a href="https://github.com/Kortexio/ContextMemory/commit/95069ee1500c6d82a899d46f0d925cda1529084e" rel="noopener noreferrer"&gt;95069ee&lt;/a&gt;)&lt;/li&gt;
&lt;li&gt;map fieldsToReturn alias in query_objects normalizer. (&lt;a href="https://github.com/Kortexio/ContextMemory/commit/9b3e17236ba2fb8c984cb539795a96c15197462f" rel="noopener noreferrer"&gt;9b3e172&lt;/a&gt;)&lt;/li&gt;
&lt;li&gt;pin LinkedIn API version and clarify dev.to errors (&lt;a href="https://github.com/Kortexio/ContextMemory/commit/dceafbc493273723a91b74e9a9259e75a0949f75" rel="noopener noreferrer"&gt;dceafbc&lt;/a&gt;)&lt;/li&gt;
&lt;li&gt;promote prose MCP tool JSON into structured tool_calls. (&lt;a href="https://github.com/Kortexio/ContextMemory/commit/5ae1b840c3e0b19e66aa96d1e043d86048451f79" rel="noopener noreferrer"&gt;5ae1b84&lt;/a&gt;)&lt;/li&gt;
&lt;li&gt;publish thin helpers under available Kortexio package names (&lt;a href="https://github.com/Kortexio/ContextMemory/commit/fbff059c89ffbbc94b24329510fd7e376c9387f9" rel="noopener noreferrer"&gt;fbff059&lt;/a&gt;)&lt;/li&gt;
&lt;li&gt;regenerate AddSkillActivation migration with model snapshot. (&lt;a href="https://github.com/Kortexio/ContextMemory/commit/91a53c5d22890a54eeaf54a80dbdc3bd4a2781b7" rel="noopener noreferrer"&gt;91a53c5&lt;/a&gt;)&lt;/li&gt;
&lt;li&gt;rewrite SQL-style query_objects filters to Zuora field.OP:value. (&lt;a href="https://github.com/Kortexio/ContextMemory/commit/a145663c4a05de0598cfdbc1205cc5833e19d50b" rel="noopener noreferrer"&gt;a145663&lt;/a&gt;)&lt;/li&gt;
&lt;li&gt;set User-Agent on dev.to announcer requests (&lt;a href="https://github.com/Kortexio/ContextMemory/commit/88e49927cb17e50d250078d79775f5812bfd09d0" rel="noopener noreferrer"&gt;88e4992&lt;/a&gt;)&lt;/li&gt;
&lt;li&gt;stabilize Qwen client-side tools and stop capping Weak MCP catalogs. (&lt;a href="https://github.com/Kortexio/ContextMemory/commit/c4db6861fc5c165afa520433867b2f330a9f98c1" rel="noopener noreferrer"&gt;c4db686&lt;/a&gt;)&lt;/li&gt;
&lt;li&gt;stop live-data validation loops and soften noisy guardrail defaults (&lt;a href="https://github.com/Kortexio/ContextMemory/commit/14f262ae6e3823a72fd50d28334245d5a365c5b2" rel="noopener noreferrer"&gt;14f262a&lt;/a&gt;)&lt;/li&gt;
&lt;li&gt;stop RequireZeroExitCode guardrail from looping forever on retried tool failures (&lt;a href="https://github.com/Kortexio/ContextMemory/commit/1cb6155d72120651ac27ecc4f8c90c29fa432831" rel="noopener noreferrer"&gt;1cb6155&lt;/a&gt;)&lt;/li&gt;
&lt;li&gt;stop tool_describe failures from poisoning agentic validation loops. (&lt;a href="https://github.com/Kortexio/ContextMemory/commit/3fcff2894ca872e9016e0488466b29fb93f5ecea" rel="noopener noreferrer"&gt;3fcff28&lt;/a&gt;)&lt;/li&gt;
&lt;li&gt;tighten LinkedIn release posts to messaging voice (&lt;a href="https://github.com/Kortexio/ContextMemory/commit/beb0894f10f87ce1ff72be4e0400e1b0fa8abe4d" rel="noopener noreferrer"&gt;beb0894&lt;/a&gt;)&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Full notes: &lt;a href="https://github.com/Kortexio/ContextMemory/releases/tag/v0.1.0-beta" rel="noopener noreferrer"&gt;https://github.com/Kortexio/ContextMemory/releases/tag/v0.1.0-beta&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Repo: &lt;a href="https://github.com/Kortexio/ContextMemory" rel="noopener noreferrer"&gt;https://github.com/Kortexio/ContextMemory&lt;/a&gt; · Cloud: &lt;a href="https://kortexio.io" rel="noopener noreferrer"&gt;https://kortexio.io&lt;/a&gt;&lt;/p&gt;

</description>
      <category>dotnet</category>
      <category>ai</category>
      <category>opensource</category>
      <category>productivity</category>
    </item>
    <item>
      <title>ContextMemory v0.0.1-beta: what shipped</title>
      <dc:creator>vitor castro</dc:creator>
      <pubDate>Fri, 07 Aug 2026 06:31:36 +0000</pubDate>
      <link>https://dev.to/vitorcastro78/contextmemory-v001-beta-what-shipped-4c8a</link>
      <guid>https://dev.to/vitorcastro78/contextmemory-v001-beta-what-shipped-4c8a</guid>
      <description>&lt;p&gt;ContextMemory &lt;strong&gt;v0.0.1-beta&lt;/strong&gt; is out.&lt;/p&gt;

&lt;p&gt;Agent memory you can open like a wiki — not a vector black box, not classic RAG inject.&lt;/p&gt;

&lt;h2&gt;
  
  
  Release notes
&lt;/h2&gt;

&lt;p&gt;ContextMemory public beta — agent memory you can open like a wiki. &lt;a href="https://github.com/Kortexio/ContextMemory/releases/tag/v0.0.1-beta" rel="noopener noreferrer"&gt;https://github.com/Kortexio/ContextMemory/releases/tag/v0.0.1-beta&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Full notes: &lt;a href="https://github.com/Kortexio/ContextMemory/releases/tag/v0.0.1-beta" rel="noopener noreferrer"&gt;https://github.com/Kortexio/ContextMemory/releases/tag/v0.0.1-beta&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Repo: &lt;a href="https://github.com/Kortexio/ContextMemory" rel="noopener noreferrer"&gt;https://github.com/Kortexio/ContextMemory&lt;/a&gt; · Cloud: &lt;a href="https://kortexio.io" rel="noopener noreferrer"&gt;https://kortexio.io&lt;/a&gt;&lt;/p&gt;

</description>
      <category>dotnet</category>
      <category>ai</category>
      <category>opensource</category>
      <category>productivity</category>
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