<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Roadmap on Yarang's Tech Lair</title><link>https://blog.agentthread.dev/categories/roadmap/</link><description>Recent content in Roadmap on Yarang's Tech Lair</description><generator>Hugo -- gohugo.io</generator><language>en</language><lastBuildDate>Sat, 28 Feb 2026 09:55:15 +0900</lastBuildDate><atom:link href="https://blog.agentthread.dev/categories/roadmap/index.xml" rel="self" type="application/rss+xml"/><item><title>[ZeroClaw] 2026 H1 Roadmap Meeting</title><link>https://blog.agentthread.dev/post/2026-02-28-001-zeroclaw-2026-h1-roadmap-meeting/</link><pubDate>Sat, 28 Feb 2026 09:55:15 +0900</pubDate><guid>https://blog.agentthread.dev/post/2026-02-28-001-zeroclaw-2026-h1-roadmap-meeting/</guid><description>&lt;h1 id="zeroclaw-2026-h1-roadmap-team-meeting-minutes"&gt;ZeroClaw 2026 H1 Roadmap Team Meeting Minutes
&lt;/h1&gt;&lt;p&gt;&lt;strong&gt;Meeting Date&lt;/strong&gt;: 2026-02-28
&lt;strong&gt;Attendees&lt;/strong&gt;: Architect, Security Lead, Product Owner, DevOps Lead
&lt;strong&gt;Location&lt;/strong&gt;: ZeroClaw Development Team Meeting Room
&lt;strong&gt;Author&lt;/strong&gt;: ZeroClaw Team&lt;/p&gt;
&lt;hr&gt;
&lt;h2 id="1-meeting-overview"&gt;1. Meeting Overview
&lt;/h2&gt;&lt;p&gt;This meeting was held to discuss ZeroClaw&amp;rsquo;s 2026 first-half development direction and establish roadmaps and priorities for each area.&lt;/p&gt;
&lt;h3 id="11-agenda"&gt;1.1 Agenda
&lt;/h3&gt;&lt;ol&gt;
&lt;li&gt;Multi-agent architecture development direction&lt;/li&gt;
&lt;li&gt;Security enhancement and compliance response&lt;/li&gt;
&lt;li&gt;Product competitiveness enhancement and UX improvement&lt;/li&gt;
&lt;li&gt;DevOps and infrastructure advancement&lt;/li&gt;
&lt;li&gt;Comprehensive roadmap and priority agreement&lt;/li&gt;
&lt;/ol&gt;
&lt;hr&gt;
&lt;h2 id="2-architecture-development-discussion"&gt;2. Architecture Development Discussion
&lt;/h2&gt;&lt;h3 id="21-architect-statement"&gt;2.1 Architect Statement
&lt;/h3&gt;
 &lt;blockquote&gt;
 &lt;p&gt;&lt;strong&gt;&amp;ldquo;ZeroClaw has completed Phase 1 (in-process delegation) and is currently implementing Phase 2 (file-based multi-agent). The following technical goals need to be achieved in the first half of 2026.&amp;rdquo;&lt;/strong&gt;&lt;/p&gt;

 &lt;/blockquote&gt;
&lt;h4 id="211-multi-agent-orchestration-advancement"&gt;2.1.1 Multi-Agent Orchestration Advancement
&lt;/h4&gt;&lt;p&gt;&lt;strong&gt;Proposals:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Implement DAG-based workflow execution engine&lt;/li&gt;
&lt;li&gt;Support sequential/parallel/conditional/loop execution patterns&lt;/li&gt;
&lt;li&gt;Improve agent task distribution algorithm&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Priority:&lt;/strong&gt; High (P1)&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"&gt;&lt;code class="language-rust" data-lang="rust"&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;// Proposed workflow structure
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;pub&lt;/span&gt; &lt;span style="color:#66d9ef"&gt;struct&lt;/span&gt; &lt;span style="color:#a6e22e"&gt;Workflow&lt;/span&gt; {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;pub&lt;/span&gt; id: String,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;pub&lt;/span&gt; nodes: Vec&lt;span style="color:#f92672"&gt;&amp;lt;&lt;/span&gt;WorkflowNode&lt;span style="color:#f92672"&gt;&amp;gt;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;pub&lt;/span&gt; edges: Vec&lt;span style="color:#f92672"&gt;&amp;lt;&lt;/span&gt;WorkflowEdge&lt;span style="color:#f92672"&gt;&amp;gt;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;pub&lt;/span&gt; start_node: String,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;pub&lt;/span&gt; end_nodes: Vec&lt;span style="color:#f92672"&gt;&amp;lt;&lt;/span&gt;String&lt;span style="color:#f92672"&gt;&amp;gt;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;pub&lt;/span&gt; error_handling: &lt;span style="color:#a6e22e"&gt;ErrorHandlingPolicy&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;}
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;h4 id="212-ipc-communication-protocol-improvement"&gt;2.1.2 IPC Communication Protocol Improvement
&lt;/h4&gt;&lt;p&gt;&lt;strong&gt;Proposals:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Transition from stdout-based communication to structured IPC&lt;/li&gt;
&lt;li&gt;Support multiple transport layers: Unix Socket, gRPC, WebSocket&lt;/li&gt;
&lt;li&gt;Optimize message serialization (JSON → MessagePack/CBOR)&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Priority:&lt;/strong&gt; Medium (P2)&lt;/p&gt;
&lt;h4 id="213-extensibility-and-modularization"&gt;2.1.3 Extensibility and Modularization
&lt;/h4&gt;&lt;p&gt;&lt;strong&gt;Proposals:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Consider plugin architecture introduction&lt;/li&gt;
&lt;li&gt;Implement Wasm execution mode (enhanced sandboxing)&lt;/li&gt;
&lt;li&gt;Provide external agent registration API&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Priority:&lt;/strong&gt; Low (P3)&lt;/p&gt;
&lt;h4 id="214-performance-optimization"&gt;2.1.4 Performance Optimization
&lt;/h4&gt;&lt;p&gt;&lt;strong&gt;Proposals:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Zero-copy message passing&lt;/li&gt;
&lt;li&gt;Connection pooling and caching strategies&lt;/li&gt;
&lt;li&gt;Async I/O optimization&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Priority:&lt;/strong&gt; Medium (P2)&lt;/p&gt;
&lt;h3 id="22-discussion"&gt;2.2 Discussion
&lt;/h3&gt;&lt;p&gt;&lt;strong&gt;Security Lead:&lt;/strong&gt;&lt;/p&gt;

 &lt;blockquote&gt;
 &lt;p&gt;&amp;ldquo;Security channels must be applied first when improving IPC protocol. Encryption and authentication for inter-agent communication are needed.&amp;rdquo;&lt;/p&gt;

 &lt;/blockquote&gt;
&lt;p&gt;&lt;strong&gt;Product Owner:&lt;/strong&gt;&lt;/p&gt;

 &lt;blockquote&gt;
 &lt;p&gt;&amp;ldquo;From a user perspective, agent definitions should be more intuitive. Let&amp;rsquo;s also consider simplifying the YAML schema.&amp;rdquo;&lt;/p&gt;

 &lt;/blockquote&gt;
&lt;p&gt;&lt;strong&gt;DevOps Lead:&lt;/strong&gt;&lt;/p&gt;

 &lt;blockquote&gt;
 &lt;p&gt;&amp;ldquo;Performance optimization work should proceed in parallel with observability improvement. Metrics collection must be secured first to measure optimization effects.&amp;rdquo;&lt;/p&gt;

 &lt;/blockquote&gt;
&lt;hr&gt;
&lt;h2 id="3-security-development-discussion"&gt;3. Security Development Discussion
&lt;/h2&gt;&lt;h3 id="31-security-lead-statement"&gt;3.1 Security Lead Statement
&lt;/h3&gt;
 &lt;blockquote&gt;
 &lt;p&gt;&lt;strong&gt;&amp;ldquo;ZeroClaw already has a strong security foundation, but there are areas that need improvement from an OWASP Top 10 perspective. Sandbox isolation and audit logging enhancement are particularly urgent.&amp;rdquo;&lt;/strong&gt;&lt;/p&gt;

 &lt;/blockquote&gt;
&lt;h4 id="311-sandbox-enhancement"&gt;3.1.1 Sandbox Enhancement
&lt;/h4&gt;&lt;p&gt;&lt;strong&gt;Current Issues:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Docker sandbox: &lt;code&gt;--read-only&lt;/code&gt;, &lt;code&gt;--cap-drop&lt;/code&gt;, seccomp not applied&lt;/li&gt;
&lt;li&gt;Firejail: Network isolation not applied (&lt;code&gt;--net=none&lt;/code&gt; missing)&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Proposals:&lt;/strong&gt;&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"&gt;&lt;code class="language-rust" data-lang="rust"&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;// Docker hardened profile
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;docker_cmd.args([
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#e6db74"&gt;&amp;#34;run&amp;#34;&lt;/span&gt;, &lt;span style="color:#e6db74"&gt;&amp;#34;--rm&amp;#34;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#e6db74"&gt;&amp;#34;--read-only&amp;#34;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#e6db74"&gt;&amp;#34;--security-opt&amp;#34;&lt;/span&gt;, &lt;span style="color:#e6db74"&gt;&amp;#34;no-new-privileges&amp;#34;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#e6db74"&gt;&amp;#34;--cap-drop&amp;#34;&lt;/span&gt;, &lt;span style="color:#e6db74"&gt;&amp;#34;ALL&amp;#34;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#e6db74"&gt;&amp;#34;--network&amp;#34;&lt;/span&gt;, &lt;span style="color:#e6db74"&gt;&amp;#34;none&amp;#34;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#e6db74"&gt;&amp;#34;--memory&amp;#34;&lt;/span&gt;, &lt;span style="color:#e6db74"&gt;&amp;#34;256m&amp;#34;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#e6db74"&gt;&amp;#34;--pids-limit&amp;#34;&lt;/span&gt;, &lt;span style="color:#e6db74"&gt;&amp;#34;64&amp;#34;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;]);
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;&lt;strong&gt;Priority:&lt;/strong&gt; High (P1)&lt;/p&gt;
&lt;h4 id="312-audit-logging-enhancement"&gt;3.1.2 Audit Logging Enhancement
&lt;/h4&gt;&lt;p&gt;&lt;strong&gt;Proposals:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Introduce Log Signing to prevent tampering&lt;/li&gt;
&lt;li&gt;Real-time security alert webhook integration&lt;/li&gt;
&lt;li&gt;Prometheus metrics exposure&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Priority:&lt;/strong&gt; Medium (P2)&lt;/p&gt;
&lt;h4 id="313-ssrf-defense"&gt;3.1.3 SSRF Defense
&lt;/h4&gt;&lt;p&gt;&lt;strong&gt;Proposals:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Enforce HTTPS for external requests&lt;/li&gt;
&lt;li&gt;Block private IP ranges&lt;/li&gt;
&lt;li&gt;Strengthen domain allowlist validation&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Priority:&lt;/strong&gt; Medium (P2)&lt;/p&gt;
&lt;h4 id="314-toctou-vulnerability-fix"&gt;3.1.4 TOCTOU Vulnerability Fix
&lt;/h4&gt;&lt;p&gt;&lt;strong&gt;Proposals:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Perform path validation and normalization atomically&lt;/li&gt;
&lt;li&gt;Prevent symbolic link race conditions&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Priority:&lt;/strong&gt; High (P1)&lt;/p&gt;
&lt;h3 id="32-discussion"&gt;3.2 Discussion
&lt;/h3&gt;&lt;p&gt;&lt;strong&gt;Architect:&lt;/strong&gt;&lt;/p&gt;

 &lt;blockquote&gt;
 &lt;p&gt;&amp;ldquo;Sandbox enhancement can provide stronger isolation when linked with Wasm execution mode.&amp;rdquo;&lt;/p&gt;

 &lt;/blockquote&gt;
&lt;p&gt;&lt;strong&gt;DevOps Lead:&lt;/strong&gt;&lt;/p&gt;

 &lt;blockquote&gt;
 &lt;p&gt;&amp;ldquo;Prometheus metrics can greatly improve operational visibility when integrated with Grafana dashboards.&amp;rdquo;&lt;/p&gt;

 &lt;/blockquote&gt;
&lt;p&gt;&lt;strong&gt;Product Owner:&lt;/strong&gt;&lt;/p&gt;

 &lt;blockquote&gt;
 &lt;p&gt;&amp;ldquo;Ensure that security enhancements don&amp;rsquo;t degrade user experience. Defaults should be secure while advanced users can configure flexibly.&amp;rdquo;&lt;/p&gt;

 &lt;/blockquote&gt;
&lt;hr&gt;
&lt;h2 id="4-product-development-discussion"&gt;4. Product Development Discussion
&lt;/h2&gt;&lt;h3 id="41-product-owner-statement"&gt;4.1 Product Owner Statement
&lt;/h3&gt;
 &lt;blockquote&gt;
 &lt;p&gt;&lt;strong&gt;&amp;ldquo;ZeroClaw&amp;rsquo;s core values are &amp;lsquo;high performance&amp;rsquo;, &amp;rsquo;extensibility&amp;rsquo;, and &amp;lsquo;security&amp;rsquo;. In the first half of 2026, we need to strengthen these while improving user experience.&amp;rdquo;&lt;/strong&gt;&lt;/p&gt;

 &lt;/blockquote&gt;
&lt;h4 id="411-user-experience-improvement"&gt;4.1.1 User Experience Improvement
&lt;/h4&gt;&lt;p&gt;&lt;strong&gt;CLI Improvements:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Improve &lt;code&gt;zeroclaw agent list&lt;/code&gt; output (table format)&lt;/li&gt;
&lt;li&gt;Interactive agent execution mode&lt;/li&gt;
&lt;li&gt;Progress visualization&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Configuration Simplification:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Simplify agent definition YAML schema&lt;/li&gt;
&lt;li&gt;Provide sensible defaults&lt;/li&gt;
&lt;li&gt;Improve configuration validation and error messages&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Priority:&lt;/strong&gt; High (P1)&lt;/p&gt;
&lt;h4 id="412-documentation-and-onboarding-enhancement"&gt;4.1.2 Documentation and Onboarding Enhancement
&lt;/h4&gt;&lt;p&gt;&lt;strong&gt;Proposals:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Improve Quickstart guide&lt;/li&gt;
&lt;li&gt;Auto-generate API reference documentation&lt;/li&gt;
&lt;li&gt;Expand example scenarios&lt;/li&gt;
&lt;li&gt;Multi-language documentation (Korean, Japanese, Chinese)&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Priority:&lt;/strong&gt; Medium (P2)&lt;/p&gt;
&lt;h4 id="413-community-growth-strategy"&gt;4.1.3 Community Growth Strategy
&lt;/h4&gt;&lt;p&gt;&lt;strong&gt;Proposals:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Improve CONTRIBUTING.md&lt;/li&gt;
&lt;li&gt;Label good first issues&lt;/li&gt;
&lt;li&gt;Publish regular release notes&lt;/li&gt;
&lt;li&gt;Discord/Slack community channels&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Priority:&lt;/strong&gt; Medium (P2)&lt;/p&gt;
&lt;h4 id="414-differentiation-points-enhancement"&gt;4.1.4 Differentiation Points Enhancement
&lt;/h4&gt;&lt;p&gt;&lt;strong&gt;Proposals:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Strengthen hardware peripheral support (STM32, RPi)&lt;/li&gt;
&lt;li&gt;Specialized domain agent templates&lt;/li&gt;
&lt;li&gt;Publish performance benchmarks&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Priority:&lt;/strong&gt; Low (P3)&lt;/p&gt;
&lt;h3 id="42-discussion"&gt;4.2 Discussion
&lt;/h3&gt;&lt;p&gt;&lt;strong&gt;Architect:&lt;/strong&gt;&lt;/p&gt;

 &lt;blockquote&gt;
 &lt;p&gt;&amp;ldquo;CLI improvement is important from an ergonomics perspective. Let&amp;rsquo;s also consider upgrading from structopt to clap 4.x.&amp;rdquo;&lt;/p&gt;

 &lt;/blockquote&gt;
&lt;p&gt;&lt;strong&gt;Security Lead:&lt;/strong&gt;&lt;/p&gt;

 &lt;blockquote&gt;
 &lt;p&gt;&amp;ldquo;When writing multi-language documentation, accurate translation of security-related content is important. I recommend creating a terminology glossary first.&amp;rdquo;&lt;/p&gt;

 &lt;/blockquote&gt;
&lt;p&gt;&lt;strong&gt;DevOps Lead:&lt;/strong&gt;&lt;/p&gt;

 &lt;blockquote&gt;
 &lt;p&gt;&amp;ldquo;For community channels, starting with GitHub Discussions is a good approach. It can be started without separate infrastructure.&amp;rdquo;&lt;/p&gt;

 &lt;/blockquote&gt;
&lt;hr&gt;
&lt;h2 id="5-devops-development-discussion"&gt;5. DevOps Development Discussion
&lt;/h2&gt;&lt;h3 id="51-devops-lead-statement"&gt;5.1 DevOps Lead Statement
&lt;/h3&gt;
 &lt;blockquote&gt;
 &lt;p&gt;&lt;strong&gt;&amp;ldquo;We need to advance CI/CD pipelines and monitoring systems for stable deployment and operation.&amp;rdquo;&lt;/strong&gt;&lt;/p&gt;

 &lt;/blockquote&gt;
&lt;h4 id="511-cicd-pipeline-advancement"&gt;5.1.1 CI/CD Pipeline Advancement
&lt;/h4&gt;&lt;p&gt;&lt;strong&gt;Current Status:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;GitHub Actions-based CI&lt;/li&gt;
&lt;li&gt;Automated cargo fmt, clippy, test&lt;/li&gt;
&lt;li&gt;Docker build&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Proposals:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Integrate cargo audit (vulnerability scanning)&lt;/li&gt;
&lt;li&gt;Cross-platform build (Linux, macOS, Windows)&lt;/li&gt;
&lt;li&gt;Release automation (cargo-release)&lt;/li&gt;
&lt;li&gt;Pre-deployment smoke tests&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Priority:&lt;/strong&gt; High (P1)&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"&gt;&lt;code class="language-yaml" data-lang="yaml"&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;# Proposed CI workflow&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;- &lt;span style="color:#f92672"&gt;name&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;Security audit&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;run&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;cargo audit&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;- &lt;span style="color:#f92672"&gt;name&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;Cross-platform build&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;strategy&lt;/span&gt;:
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;matrix&lt;/span&gt;:
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;os&lt;/span&gt;: [&lt;span style="color:#ae81ff"&gt;ubuntu-latest, macos-latest, windows-latest]&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;runs-on&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;${{ matrix.os }}&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;h4 id="512-monitoring-and-observability"&gt;5.1.2 Monitoring and Observability
&lt;/h4&gt;&lt;p&gt;&lt;strong&gt;Proposals:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Prometheus metrics endpoint&lt;/li&gt;
&lt;li&gt;Grafana dashboard templates&lt;/li&gt;
&lt;li&gt;Distributed tracing (OpenTelemetry)&lt;/li&gt;
&lt;li&gt;Log aggregation (ELK/Loki)&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Priority:&lt;/strong&gt; Medium (P2)&lt;/p&gt;
&lt;h4 id="513-deployment-automation-and-rollback"&gt;5.1.3 Deployment Automation and Rollback
&lt;/h4&gt;&lt;p&gt;&lt;strong&gt;Proposals:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Blue-Green deployment support&lt;/li&gt;
&lt;li&gt;Automatic rollback threshold settings&lt;/li&gt;
&lt;li&gt;Canary release options&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Priority:&lt;/strong&gt; Medium (P2)&lt;/p&gt;
&lt;h4 id="514-development-environment-improvement"&gt;5.1.4 Development Environment Improvement
&lt;/h4&gt;&lt;p&gt;&lt;strong&gt;Proposals:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;devcontainer configuration&lt;/li&gt;
&lt;li&gt;Automatic git hooks setup&lt;/li&gt;
&lt;li&gt;Development configuration profiles&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Priority:&lt;/strong&gt; Low (P3)&lt;/p&gt;
&lt;h3 id="52-discussion"&gt;5.2 Discussion
&lt;/h3&gt;&lt;p&gt;&lt;strong&gt;Architect:&lt;/strong&gt;&lt;/p&gt;

 &lt;blockquote&gt;
 &lt;p&gt;&amp;ldquo;OpenTelemetry integration is essential for multi-agent tracing. Inter-agent call chains must be visualizable.&amp;rdquo;&lt;/p&gt;

 &lt;/blockquote&gt;
&lt;p&gt;&lt;strong&gt;Security Lead:&lt;/strong&gt;&lt;/p&gt;

 &lt;blockquote&gt;
 &lt;p&gt;&amp;ldquo;cargo audit must be included in CI. It&amp;rsquo;s also good to add dependency license checks.&amp;rdquo;&lt;/p&gt;

 &lt;/blockquote&gt;
&lt;p&gt;&lt;strong&gt;Product Owner:&lt;/strong&gt;&lt;/p&gt;

 &lt;blockquote&gt;
 &lt;p&gt;&amp;ldquo;devcontainer will be very helpful for new contributor onboarding. We can raise its priority.&amp;rdquo;&lt;/p&gt;

 &lt;/blockquote&gt;
&lt;hr&gt;
&lt;h2 id="6-comprehensive-roadmap-and-priorities"&gt;6. Comprehensive Roadmap and Priorities
&lt;/h2&gt;&lt;h3 id="61-2026-first-half-roadmap"&gt;6.1 2026 First Half Roadmap
&lt;/h3&gt;&lt;h4 id="q1-march-april"&gt;Q1 (March-April)
&lt;/h4&gt;&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Item&lt;/th&gt;
					&lt;th&gt;Owner&lt;/th&gt;
					&lt;th&gt;Priority&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;Docker/Firejail sandbox enhancement&lt;/td&gt;
					&lt;td&gt;Security&lt;/td&gt;
					&lt;td&gt;P1&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;TOCTOU vulnerability fix&lt;/td&gt;
					&lt;td&gt;Security&lt;/td&gt;
					&lt;td&gt;P1&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;CI/CD security scan integration&lt;/td&gt;
					&lt;td&gt;DevOps&lt;/td&gt;
					&lt;td&gt;P1&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;CLI improvement and UX enhancement&lt;/td&gt;
					&lt;td&gt;Product&lt;/td&gt;
					&lt;td&gt;P1&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;DAG-based workflow engine&lt;/td&gt;
					&lt;td&gt;Architect&lt;/td&gt;
					&lt;td&gt;P1&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h4 id="q2-may-june"&gt;Q2 (May-June)
&lt;/h4&gt;&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Item&lt;/th&gt;
					&lt;th&gt;Owner&lt;/th&gt;
					&lt;th&gt;Priority&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;IPC communication protocol improvement&lt;/td&gt;
					&lt;td&gt;Architect&lt;/td&gt;
					&lt;td&gt;P2&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;Audit logging enhancement&lt;/td&gt;
					&lt;td&gt;Security&lt;/td&gt;
					&lt;td&gt;P2&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;SSRF defense implementation&lt;/td&gt;
					&lt;td&gt;Security&lt;/td&gt;
					&lt;td&gt;P2&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;Prometheus metrics exposure&lt;/td&gt;
					&lt;td&gt;DevOps&lt;/td&gt;
					&lt;td&gt;P2&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;Documentation and onboarding improvement&lt;/td&gt;
					&lt;td&gt;Product&lt;/td&gt;
					&lt;td&gt;P2&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;Community infrastructure building&lt;/td&gt;
					&lt;td&gt;Product&lt;/td&gt;
					&lt;td&gt;P2&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h3 id="62-agreed-principles"&gt;6.2 Agreed Principles
&lt;/h3&gt;&lt;ol&gt;
&lt;li&gt;&lt;strong&gt;Security First&lt;/strong&gt;: All new features must go through security review&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Gradual Deployment&lt;/strong&gt;: Large changes are rolled out in stages&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Rollback Capable&lt;/strong&gt;: All changes must be easily rollbackable&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Documentation Sync&lt;/strong&gt;: Documentation updates required when features change&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Test Coverage&lt;/strong&gt;: Tests required for new code&lt;/li&gt;
&lt;/ol&gt;
&lt;h3 id="63-risks-and-responses"&gt;6.3 Risks and Responses
&lt;/h3&gt;&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Risk&lt;/th&gt;
					&lt;th&gt;Probability&lt;/th&gt;
					&lt;th&gt;Impact&lt;/th&gt;
					&lt;th&gt;Response&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;Sandbox compatibility issues&lt;/td&gt;
					&lt;td&gt;Medium&lt;/td&gt;
					&lt;td&gt;High&lt;/td&gt;
					&lt;td&gt;Implement fallback mechanism&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;Performance regression&lt;/td&gt;
					&lt;td&gt;Low&lt;/td&gt;
					&lt;td&gt;Medium&lt;/td&gt;
					&lt;td&gt;Automate benchmarks&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;Dependency vulnerabilities&lt;/td&gt;
					&lt;td&gt;Medium&lt;/td&gt;
					&lt;td&gt;High&lt;/td&gt;
					&lt;td&gt;Automate cargo audit&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;Poor documentation&lt;/td&gt;
					&lt;td&gt;High&lt;/td&gt;
					&lt;td&gt;Medium&lt;/td&gt;
					&lt;td&gt;Require documentation PRs&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;hr&gt;
&lt;h2 id="7-conclusion-and-next-steps"&gt;7. Conclusion and Next Steps
&lt;/h2&gt;&lt;h3 id="71-meeting-conclusions"&gt;7.1 Meeting Conclusions
&lt;/h3&gt;&lt;ol&gt;
&lt;li&gt;&lt;strong&gt;Architecture&lt;/strong&gt;: Prioritize multi-agent orchestration advancement&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Security&lt;/strong&gt;: Immediately start sandbox enhancement and TOCTOU fix&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Product&lt;/strong&gt;: Improve user experience through CLI UX improvement&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;DevOps&lt;/strong&gt;: Build CI/CD security enhancement and monitoring foundation&lt;/li&gt;
&lt;/ol&gt;
&lt;h3 id="72-action-items"&gt;7.2 Action Items
&lt;/h3&gt;&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;#&lt;/th&gt;
					&lt;th&gt;Item&lt;/th&gt;
					&lt;th&gt;Owner&lt;/th&gt;
					&lt;th&gt;Due Date&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;1&lt;/td&gt;
					&lt;td&gt;Apply Docker sandbox security profile&lt;/td&gt;
					&lt;td&gt;Security Lead&lt;/td&gt;
					&lt;td&gt;2026-03-07&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;2&lt;/td&gt;
					&lt;td&gt;Fix TOCTOU path validation&lt;/td&gt;
					&lt;td&gt;Security Lead&lt;/td&gt;
					&lt;td&gt;2026-03-10&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;3&lt;/td&gt;
					&lt;td&gt;Integrate CI cargo audit&lt;/td&gt;
					&lt;td&gt;DevOps Lead&lt;/td&gt;
					&lt;td&gt;2026-03-05&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;4&lt;/td&gt;
					&lt;td&gt;Improve CLI agent list&lt;/td&gt;
					&lt;td&gt;Product Owner&lt;/td&gt;
					&lt;td&gt;2026-03-12&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;5&lt;/td&gt;
					&lt;td&gt;Workflow engine design document&lt;/td&gt;
					&lt;td&gt;Architect&lt;/td&gt;
					&lt;td&gt;2026-03-15&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h3 id="73-next-meeting-schedule"&gt;7.3 Next Meeting Schedule
&lt;/h3&gt;&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Date&lt;/strong&gt;: 2026-03-14 10:00&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Agenda&lt;/strong&gt;: Q1 progress review and Q2 detailed planning&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;h2 id="appendix-reference-documents"&gt;Appendix: Reference Documents
&lt;/h2&gt;&lt;ul&gt;
&lt;li&gt;&lt;code&gt;docs/project/multi-agent-architecture-design.md&lt;/code&gt; - Multi-agent architecture design&lt;/li&gt;
&lt;li&gt;&lt;code&gt;docs/project/multi-agent-communication-protocols.md&lt;/code&gt; - Communication protocol design&lt;/li&gt;
&lt;li&gt;&lt;code&gt;docs/security/security-improvements.md&lt;/code&gt; - Security improvement report&lt;/li&gt;
&lt;li&gt;&lt;code&gt;CLAUDE.md&lt;/code&gt; - Engineering protocol&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;p&gt;&lt;strong&gt;Meeting Minutes Date&lt;/strong&gt;: 2026-02-28
&lt;strong&gt;Approved By&lt;/strong&gt;: ZeroClaw Team Lead
&lt;strong&gt;Distribution&lt;/strong&gt;: ZeroClaw Development Team&lt;/p&gt;
&lt;hr&gt;
&lt;p&gt;&lt;strong&gt;Korean Version:&lt;/strong&gt; &lt;a class="link" href="https://blog.agentthread.dev/ko/post/2026-02-28-001-zeroclaw-2026-h1-roadmap-meeting/" &gt;한국어 버전&lt;/a&gt;&lt;/p&gt;</description></item></channel></rss>