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    <title>DEV Community: Dibi8</title>
    <description>The latest articles on DEV Community by Dibi8 (@dibi8).</description>
    <link>https://dev.to/dibi8</link>
    <image>
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      <title>DEV Community: Dibi8</title>
      <link>https://dev.to/dibi8</link>
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    <language>en</language>
    <item>
      <title>Obscura: Rust Headless Browser for AI Agents â 14,000 Stars â 30MB Memory, 85ms Load â Setup Guide 2026</title>
      <dc:creator>Dibi8</dc:creator>
      <pubDate>Tue, 16 Jun 2026 11:14:35 +0000</pubDate>
      <link>https://dev.to/dibi8/obscura-rust-headless-browser-for-ai-agents-a-14000-stars-a-30mb-memory-85ms-load-a-setup-5a2h</link>
      <guid>https://dev.to/dibi8/obscura-rust-headless-browser-for-ai-agents-a-14000-stars-a-30mb-memory-85ms-load-a-setup-5a2h</guid>
      <description>&lt;p&gt;Adding to my watchlist of AI dev tools. Quick rundown:&lt;/p&gt;

&lt;h2&gt;
  
  
  Obscura: Rust Headless Browser for AI Agents â€” 14,000 Stars â€” 30MB Memory, 85ms Load â€” Setup Guide 2026
&lt;/h2&gt;

&lt;p&gt;Obscura (14,788 GitHub stars) is a Rust headless browser engine for AI agents and web scraping. 30MB memory, 85ms page load, built-in anti-detection. Drop-in replacement for headless Chrome with&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Read the full breakdown on dibi8:&lt;/strong&gt; &lt;a href="https://dibi8.com/resources/dev-utils/obscura-rust-headless-browser-ai-agents-web-scraping/" rel="noopener noreferrer"&gt;https://dibi8.com/resources/dev-utils/obscura-rust-headless-browser-ai-agents-web-scraping/&lt;/a&gt;&lt;/p&gt;




&lt;blockquote&gt;
&lt;p&gt;This is a curated highlight from &lt;a href="https://dibi8.com" rel="noopener noreferrer"&gt;dibi8.com&lt;/a&gt; — open-source AI tools directory, hand-edited, 4 languages. The full article (with comparisons, setup guide, and code samples) lives on dibi8.&lt;/p&gt;
&lt;/blockquote&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>devtools</category>
    </item>
    <item>
      <title>Bumblebee 2026: Perplexity AI Open-Sources Its Internal Supply-Chain Scanner for Developer Machines</title>
      <dc:creator>Dibi8</dc:creator>
      <pubDate>Tue, 16 Jun 2026 06:26:42 +0000</pubDate>
      <link>https://dev.to/dibi8/bumblebee-2026-perplexity-ai-open-sources-its-internal-supply-chain-scanner-for-developer-machines-25a4</link>
      <guid>https://dev.to/dibi8/bumblebee-2026-perplexity-ai-open-sources-its-internal-supply-chain-scanner-for-developer-machines-25a4</guid>
      <description>&lt;p&gt;Found this in the open-source AI tooling space — worth a look:&lt;/p&gt;

&lt;h2&gt;
  
  
  Bumblebee 2026: Perplexity AI Open-Sources Its Internal Supply-Chain Scanner for Developer Machines
&lt;/h2&gt;

&lt;p&gt;Bumblebee is Perplexity AI's open-source, read-only supply-chain scanner that checks npm, PyPI, Go modules, MCP configs, editor extensions, and browser extensions for known compromised packages â€”&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Read the full breakdown on dibi8:&lt;/strong&gt; &lt;a href="https://dibi8.com/resources/dev-utils/bumblebee-supply-chain-scanner-perplexity-2026/" rel="noopener noreferrer"&gt;https://dibi8.com/resources/dev-utils/bumblebee-supply-chain-scanner-perplexity-2026/&lt;/a&gt;&lt;/p&gt;




&lt;blockquote&gt;
&lt;p&gt;This is a curated highlight from &lt;a href="https://dibi8.com" rel="noopener noreferrer"&gt;dibi8.com&lt;/a&gt; — open-source AI tools directory, hand-edited, 4 languages. The full article (with comparisons, setup guide, and code samples) lives on dibi8.&lt;/p&gt;
&lt;/blockquote&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>devtools</category>
    </item>
    <item>
      <title>AI-SEO &amp; GEO Toolkit Stack 2026: 6 Free Tools for Traditional SEO + Generative Engine Optimization</title>
      <dc:creator>Dibi8</dc:creator>
      <pubDate>Tue, 16 Jun 2026 02:16:34 +0000</pubDate>
      <link>https://dev.to/dibi8/ai-seo-geo-toolkit-stack-2026-6-free-tools-for-traditional-seo-generative-engine-optimization-3e2b</link>
      <guid>https://dev.to/dibi8/ai-seo-geo-toolkit-stack-2026-6-free-tools-for-traditional-seo-generative-engine-optimization-3e2b</guid>
      <description>&lt;p&gt;Found this in the open-source AI tooling space — worth a look:&lt;/p&gt;

&lt;h2&gt;
  
  
  AI-SEO &amp;amp; GEO Toolkit Stack 2026: 6 Free Tools for Traditional SEO + Generative Engine Optimization
&lt;/h2&gt;

&lt;p&gt;The complete free toolkit for SEO in the AI era: llms.txt generator + AI-crawler robots.txt + meta tags + Schema.org JSON-LD + hreflang + OG card preview. Covers both classic search (Google/Bing) and&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Read the full breakdown on dibi8:&lt;/strong&gt; &lt;a href="https://dibi8.com/collections/ai-seo-geo-toolkit-stack/" rel="noopener noreferrer"&gt;https://dibi8.com/collections/ai-seo-geo-toolkit-stack/&lt;/a&gt;&lt;/p&gt;




&lt;blockquote&gt;
&lt;p&gt;This is a curated highlight from &lt;a href="https://dibi8.com" rel="noopener noreferrer"&gt;dibi8.com&lt;/a&gt; — open-source AI tools directory, hand-edited, 4 languages. The full article (with comparisons, setup guide, and code samples) lives on dibi8.&lt;/p&gt;
&lt;/blockquote&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>devtools</category>
    </item>
    <item>
      <title>Aider: 45K+ Stars â Terminal AI Pair Programming vs Claude Code, Cursor in 2026</title>
      <dc:creator>Dibi8</dc:creator>
      <pubDate>Mon, 15 Jun 2026 16:38:34 +0000</pubDate>
      <link>https://dev.to/dibi8/aider-45k-stars-a-terminal-ai-pair-programming-vs-claude-code-cursor-in-2026-4312</link>
      <guid>https://dev.to/dibi8/aider-45k-stars-a-terminal-ai-pair-programming-vs-claude-code-cursor-in-2026-4312</guid>
      <description>&lt;p&gt;Adding to my watchlist of AI dev tools. Quick rundown:&lt;/p&gt;

&lt;h2&gt;
  
  
  Aider: 45K+ Stars â€” Terminal AI Pair Programming vs Claude Code, Cursor in 2026
&lt;/h2&gt;

&lt;p&gt;Aider is AI pair programming in your terminal that edits code in your local git repository. Supports OpenAI, Claude, DeepSeek, Gemini, Ollama. Learn aider setup, aider tutorial, git integration,&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Read the full breakdown on dibi8:&lt;/strong&gt; &lt;a href="https://dibi8.com/resources/llm-frameworks/aider/" rel="noopener noreferrer"&gt;https://dibi8.com/resources/llm-frameworks/aider/&lt;/a&gt;&lt;/p&gt;




&lt;blockquote&gt;
&lt;p&gt;This is a curated highlight from &lt;a href="https://dibi8.com" rel="noopener noreferrer"&gt;dibi8.com&lt;/a&gt; — open-source AI tools directory, hand-edited, 4 languages. The full article (with comparisons, setup guide, and code samples) lives on dibi8.&lt;/p&gt;
&lt;/blockquote&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>devtools</category>
    </item>
    <item>
      <title>Microsoft MarkItDown: The Complete Guide to Converting Any File to Markdown â Free, Open-Source, CLI Tool</title>
      <dc:creator>Dibi8</dc:creator>
      <pubDate>Mon, 15 Jun 2026 08:34:15 +0000</pubDate>
      <link>https://dev.to/dibi8/microsoft-markitdown-the-complete-guide-to-converting-any-file-to-markdown-a-free-open-source-5bcl</link>
      <guid>https://dev.to/dibi8/microsoft-markitdown-the-complete-guide-to-converting-any-file-to-markdown-a-free-open-source-5bcl</guid>
      <description>&lt;p&gt;Curated find from dibi8.com — open-source, production-relevant:&lt;/p&gt;

&lt;h2&gt;
  
  
  Microsoft MarkItDown: The Complete Guide to Converting Any File to Markdown â€” Free, Open-Source, CLI Tool
&lt;/h2&gt;

&lt;p&gt;Learn how to use Microsoft's MarkItDown to convert PDFs, Word docs, images, HTML, PPTX, and more into clean Markdown. Step-by-step installation, usage examples, Python API, AI pipeline integration,&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Read the full breakdown on dibi8:&lt;/strong&gt; &lt;a href="https://dibi8.com/resources/dev-utils/microsoft-markitdown-file-to-markdown-converter-cli/" rel="noopener noreferrer"&gt;https://dibi8.com/resources/dev-utils/microsoft-markitdown-file-to-markdown-converter-cli/&lt;/a&gt;&lt;/p&gt;




&lt;blockquote&gt;
&lt;p&gt;This is a curated highlight from &lt;a href="https://dibi8.com" rel="noopener noreferrer"&gt;dibi8.com&lt;/a&gt; — open-source AI tools directory, hand-edited, 4 languages. The full article (with comparisons, setup guide, and code samples) lives on dibi8.&lt;/p&gt;
&lt;/blockquote&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>devtools</category>
    </item>
    <item>
      <title>Caddy: Production Web Server with 72K+ Stars â Auto HTTPS Deployment Guide for 2026</title>
      <dc:creator>Dibi8</dc:creator>
      <pubDate>Mon, 15 Jun 2026 02:18:51 +0000</pubDate>
      <link>https://dev.to/dibi8/caddy-production-web-server-with-72k-stars-a-auto-https-deployment-guide-for-2026-5ajk</link>
      <guid>https://dev.to/dibi8/caddy-production-web-server-with-72k-stars-a-auto-https-deployment-guide-for-2026-5ajk</guid>
      <description>&lt;p&gt;Adding to my watchlist of AI dev tools. Quick rundown:&lt;/p&gt;

&lt;h2&gt;
  
  
  Caddy: Production Web Server with 72K+ Stars â€” Auto HTTPS Deployment Guide for 2026
&lt;/h2&gt;

&lt;p&gt;Caddy (Caddyserver) is a fast, extensible multi-platform HTTP/1-2-3 web server with automatic HTTPS. Compatible with Docker, Let''s Encrypt, Prometheus, and Grafana. Covers Caddyfile tutorial, Docker&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Read the full breakdown on dibi8:&lt;/strong&gt; &lt;a href="https://dibi8.com/resources/dev-utils/caddy/" rel="noopener noreferrer"&gt;https://dibi8.com/resources/dev-utils/caddy/&lt;/a&gt;&lt;/p&gt;




&lt;blockquote&gt;
&lt;p&gt;This is a curated highlight from &lt;a href="https://dibi8.com" rel="noopener noreferrer"&gt;dibi8.com&lt;/a&gt; — open-source AI tools directory, hand-edited, 4 languages. The full article (with comparisons, setup guide, and code samples) lives on dibi8.&lt;/p&gt;
&lt;/blockquote&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>devtools</category>
    </item>
    <item>
      <title>Local-First AI Stack 2026: Fully Offline AI Development Environment</title>
      <dc:creator>Dibi8</dc:creator>
      <pubDate>Sun, 14 Jun 2026 15:30:08 +0000</pubDate>
      <link>https://dev.to/dibi8/local-first-ai-stack-2026-fully-offline-ai-development-environment-52gh</link>
      <guid>https://dev.to/dibi8/local-first-ai-stack-2026-fully-offline-ai-development-environment-52gh</guid>
      <description>&lt;p&gt;Found this in the open-source AI tooling space — worth a look:&lt;/p&gt;

&lt;h2&gt;
  
  
  Local-First AI Stack 2026: Fully Offline AI Development Environment
&lt;/h2&gt;

&lt;p&gt;Building a fully offline AI coding environment in 2026: Ollama for LLM, Aider for coding agent, ChromaDB for RAG, all local. Setup guide, hardware reality, and where offline matters (privacy,&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Read the full breakdown on dibi8:&lt;/strong&gt; &lt;a href="https://dibi8.com/resources/llm-frameworks/local-first-ai-stack-offline-development-2026/" rel="noopener noreferrer"&gt;https://dibi8.com/resources/llm-frameworks/local-first-ai-stack-offline-development-2026/&lt;/a&gt;&lt;/p&gt;




&lt;blockquote&gt;
&lt;p&gt;This is a curated highlight from &lt;a href="https://dibi8.com" rel="noopener noreferrer"&gt;dibi8.com&lt;/a&gt; — open-source AI tools directory, hand-edited, 4 languages. The full article (with comparisons, setup guide, and code samples) lives on dibi8.&lt;/p&gt;
&lt;/blockquote&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>devtools</category>
    </item>
    <item>
      <title>Ollama vs vLLM in 2026: Local Dev Simplicity vs Production Throughput</title>
      <dc:creator>Dibi8</dc:creator>
      <pubDate>Sun, 14 Jun 2026 09:43:34 +0000</pubDate>
      <link>https://dev.to/dibi8/ollama-vs-vllm-in-2026-local-dev-simplicity-vs-production-throughput-314h</link>
      <guid>https://dev.to/dibi8/ollama-vs-vllm-in-2026-local-dev-simplicity-vs-production-throughput-314h</guid>
      <description>&lt;p&gt;Open-source AI ecosystem keeps shipping interesting things. Today's pick:&lt;/p&gt;

&lt;h2&gt;
  
  
  Ollama vs vLLM in 2026: Local Dev Simplicity vs Production Throughput
&lt;/h2&gt;

&lt;p&gt;Side-by-side breakdown of Ollama (easy local LLM runner) and vLLM (high-throughput production inference engine) â€” ease of use, throughput, hardware, concurrency, cost at scale. Updated 2026.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Read the full breakdown on dibi8:&lt;/strong&gt; &lt;a href="https://dibi8.com/vs/ollama-vs-vllm/" rel="noopener noreferrer"&gt;https://dibi8.com/vs/ollama-vs-vllm/&lt;/a&gt;&lt;/p&gt;




&lt;blockquote&gt;
&lt;p&gt;This is a curated highlight from &lt;a href="https://dibi8.com" rel="noopener noreferrer"&gt;dibi8.com&lt;/a&gt; — open-source AI tools directory, hand-edited, 4 languages. The full article (with comparisons, setup guide, and code samples) lives on dibi8.&lt;/p&gt;
&lt;/blockquote&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>devtools</category>
    </item>
    <item>
      <title>DVC: The Git for Data Versioning ML Pipelines â Reproducible Experiments at Any Scale â 2026 Guide</title>
      <dc:creator>Dibi8</dc:creator>
      <pubDate>Sun, 14 Jun 2026 02:15:25 +0000</pubDate>
      <link>https://dev.to/dibi8/dvc-the-git-for-data-versioning-ml-pipelines-a-reproducible-experiments-at-any-scale-a-2026-4l7n</link>
      <guid>https://dev.to/dibi8/dvc-the-git-for-data-versioning-ml-pipelines-a-reproducible-experiments-at-any-scale-a-2026-4l7n</guid>
      <description>&lt;p&gt;Adding to my watchlist of AI dev tools. Quick rundown:&lt;/p&gt;

&lt;h2&gt;
  
  
  DVC: The Git for Data Versioning ML Pipelines â€” Reproducible Experiments at Any Scale â€” 2026 Guide
&lt;/h2&gt;

&lt;p&gt;Complete guide to DVC (Data Version Control) â€” version datasets, models, and ML pipelines with Git-like workflows. Covers installation, S3/GCS/Azure backends, CI/CD integration, benchmarks, and&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Read the full breakdown on dibi8:&lt;/strong&gt; &lt;a href="https://dibi8.com/resources/data-science/dvc-data-version-control-ml/" rel="noopener noreferrer"&gt;https://dibi8.com/resources/data-science/dvc-data-version-control-ml/&lt;/a&gt;&lt;/p&gt;




&lt;blockquote&gt;
&lt;p&gt;This is a curated highlight from &lt;a href="https://dibi8.com" rel="noopener noreferrer"&gt;dibi8.com&lt;/a&gt; — open-source AI tools directory, hand-edited, 4 languages. The full article (with comparisons, setup guide, and code samples) lives on dibi8.&lt;/p&gt;
&lt;/blockquote&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>devtools</category>
    </item>
    <item>
      <title>LangGraph vs CrewAI in 2026: Control-First State Graphs vs Role-Based Agent Crews</title>
      <dc:creator>Dibi8</dc:creator>
      <pubDate>Sat, 13 Jun 2026 15:30:57 +0000</pubDate>
      <link>https://dev.to/dibi8/langgraph-vs-crewai-in-2026-control-first-state-graphs-vs-role-based-agent-crews-3fdc</link>
      <guid>https://dev.to/dibi8/langgraph-vs-crewai-in-2026-control-first-state-graphs-vs-role-based-agent-crews-3fdc</guid>
      <description>&lt;p&gt;Sharing an open-source tool I came across in the dibi8 directory:&lt;/p&gt;

&lt;h2&gt;
  
  
  LangGraph vs CrewAI in 2026: Control-First State Graphs vs Role-Based Agent Crews
&lt;/h2&gt;

&lt;p&gt;Side-by-side breakdown of LangGraph (low-level stateful agent graphs) and CrewAI (high-level role-based multi-agent crews) â€” control, learning curve, state, multi-agent design, and production&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Read the full breakdown on dibi8:&lt;/strong&gt; &lt;a href="https://dibi8.com/vs/langgraph-vs-crewai/" rel="noopener noreferrer"&gt;https://dibi8.com/vs/langgraph-vs-crewai/&lt;/a&gt;&lt;/p&gt;




&lt;blockquote&gt;
&lt;p&gt;This is a curated highlight from &lt;a href="https://dibi8.com" rel="noopener noreferrer"&gt;dibi8.com&lt;/a&gt; — open-source AI tools directory, hand-edited, 4 languages. The full article (with comparisons, setup guide, and code samples) lives on dibi8.&lt;/p&gt;
&lt;/blockquote&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>devtools</category>
    </item>
    <item>
      <title>Dify: Build Production-Grade AI Agents Visually in 5 Minutes â 141K+ Stars Setup Guide for 2026</title>
      <dc:creator>Dibi8</dc:creator>
      <pubDate>Sat, 13 Jun 2026 07:50:24 +0000</pubDate>
      <link>https://dev.to/dibi8/dify-build-production-grade-ai-agents-visually-in-5-minutes-a-141k-stars-setup-guide-for-2026-5ha8</link>
      <guid>https://dev.to/dibi8/dify-build-production-grade-ai-agents-visually-in-5-minutes-a-141k-stars-setup-guide-for-2026-5ha8</guid>
      <description>&lt;p&gt;Sharing an open-source tool I came across in the dibi8 directory:&lt;/p&gt;

&lt;h2&gt;
  
  
  Dify: Build Production-Grade AI Agents Visually in 5 Minutes â€” 141K+ Stars Setup Guide for 2026
&lt;/h2&gt;

&lt;p&gt;Dify is an open-source LLM application development platform with visual workflow builder, RAG pipelines, and agent orchestration. Compatible with OpenAI, Anthropic, Ollama, Qdrant, and Weaviate.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Read the full breakdown on dibi8:&lt;/strong&gt; &lt;a href="https://dibi8.com/resources/llm-frameworks/dify/" rel="noopener noreferrer"&gt;https://dibi8.com/resources/llm-frameworks/dify/&lt;/a&gt;&lt;/p&gt;




&lt;blockquote&gt;
&lt;p&gt;This is a curated highlight from &lt;a href="https://dibi8.com" rel="noopener noreferrer"&gt;dibi8.com&lt;/a&gt; — open-source AI tools directory, hand-edited, 4 languages. The full article (with comparisons, setup guide, and code samples) lives on dibi8.&lt;/p&gt;
&lt;/blockquote&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>devtools</category>
    </item>
    <item>
      <title>Arize AI Phoenix: The Open-Source LLM Observability Tool Tracing 100% of Your RAG Pipeline â 2026 Guide</title>
      <dc:creator>Dibi8</dc:creator>
      <pubDate>Sat, 13 Jun 2026 02:15:13 +0000</pubDate>
      <link>https://dev.to/dibi8/arize-ai-phoenix-the-open-source-llm-observability-tool-tracing-100-of-your-rag-pipeline-a-2026-2dom</link>
      <guid>https://dev.to/dibi8/arize-ai-phoenix-the-open-source-llm-observability-tool-tracing-100-of-your-rag-pipeline-a-2026-2dom</guid>
      <description>&lt;p&gt;Found this in the open-source AI tooling space — worth a look:&lt;/p&gt;

&lt;h2&gt;
  
  
  Arize AI Phoenix: The Open-Source LLM Observability Tool Tracing 100% of Your RAG Pipeline â€” 2026 Guide
&lt;/h2&gt;

&lt;p&gt;Complete 2026 guide to Arize Phoenix: open-source LLM observability, RAG tracing, prompt versioning, token tracking, and production deployment with LangChain &amp;amp; LlamaIndex.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Read the full breakdown on dibi8:&lt;/strong&gt; &lt;a href="https://dibi8.com/resources/data-science/arize-ai-observability-llm/" rel="noopener noreferrer"&gt;https://dibi8.com/resources/data-science/arize-ai-observability-llm/&lt;/a&gt;&lt;/p&gt;




&lt;blockquote&gt;
&lt;p&gt;This is a curated highlight from &lt;a href="https://dibi8.com" rel="noopener noreferrer"&gt;dibi8.com&lt;/a&gt; — open-source AI tools directory, hand-edited, 4 languages. The full article (with comparisons, setup guide, and code samples) lives on dibi8.&lt;/p&gt;
&lt;/blockquote&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>devtools</category>
    </item>
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