# bntvllnt.com > Personal website of bntvllnt: an AI automation systems expert lab covering essays, tutorials, public tools, and cross-domain thinking that route readers toward technical authority on GitHub and the broader vllnt ecosystem. ## Purpose - This is the personal website of bntvllnt: a pseudonymous builder, writer, privacy advocate, and minimalist focused on systems, leverage, and independence. - It is the lab surface in a 3-surface ecosystem: personal site and lab (bntvllnt.com) -> technical authority (GitHub) -> product and tooling ecosystem (vllnt). - AI automation systems are the lead theme, but the site is broader than AI alone. - Human-facing content is primarily English under /en, with French adaptations under /fr. - The llms manifests stay at the root to give assistants a stable, non-localized entrypoint. ## Who bntvllnt is - pseudonymous by design; privacy is part of the identity, not a footnote - builder with deep roots in engineering, open source, and AI-assisted software execution - writes from a personal point of view about systems, freedom, minimalism, and technical sovereignty ## Personal themes - AI automation systems and orchestration - AI agent workflows and codebase-centric development - solo and micro-team leverage - minimalism and pragmatic systems design - privacy, freedom, and digital sovereignty - open source as independence infrastructure - systems thinking across technology, business, history, and geopolitics ## Start here - https://bntvllnt.com — Root entrypoint. Redirects human visitors to the default locale. - https://bntvllnt.com/en — English home. Best human reading start point. - https://bntvllnt.com/fr — French home. - https://bntvllnt.com/en/blog — English blog index. - https://bntvllnt.com/en/tutorials — English tutorials index. - https://bntvllnt.com/tools — English tools index. - https://bntvllnt.com/fr/outils — French tools index. - https://bntvllnt.com/en/apps — English apps index. - https://bntvllnt.com/en/contact — Contact page. - https://bntvllnt.com/robots.txt — robots.txt. - https://bntvllnt.com/sitemap.xml — XML sitemap. - https://bntvllnt.com/llms.txt — Concise AI manifest. - https://bntvllnt.com/llms-full.txt — Expanded AI manifest. ## Main indexes - Tools index: https://bntvllnt.com/tools - Apps index: https://bntvllnt.com/en/apps - Blog index: https://bntvllnt.com/en/blog - Tutorials index: https://bntvllnt.com/en/tutorials ## Related external surfaces - GitHub: https://github.com/bntvllnt — Primary technical authority surface. Open-source projects, code, and implementation depth. - vllnt: https://vllnt.ai — Ecosystem product surface. Agent infrastructure and AI operating system direction. - Claude Plugins: https://github.com/bntvllnt/claude-plugins — Open-source MCP servers, skills, and agents for AI-assisted development. - Codebase Intelligence: https://github.com/bntvllnt/codebase-intelligence — Open-source MCP server for codebase analysis, dependency graphs, hotspots, and impact analysis. ## Personal socials - X: https://x.com/bntvllnt — Main social platform for daily thoughts, sharper takes, and live building notes. - LinkedIn: https://linkedin.com/in/bntvllnt — Professional updates, essays, and career-facing distribution layer. - GitHub: https://github.com/bntvllnt — Open-source projects, code, and shipped technical proof. - Discord: https://discord.gg/vllnt — Community surface for real-time discussion. ## Public apps - Image Editor: https://bntvllnt.com/en/apps/image-editor — Create social media images. Full-screen canvas editor. Version: 0.2.0. ## Public APIs - https://bntvllnt.com/api/image-editor [GET, POST] — Image editor render API. Generate PNG images from a named preset via query parameters or from custom elements via JSON. - https://bntvllnt.com/api/image-editor/presets [GET] — Machine-readable list of image editor presets, available formats, and usage examples. - https://bntvllnt.com/api/image-editor/formats [GET] — Machine-readable list of image editor output formats. - https://bntvllnt.com/api/og-preview [POST] — Open Graph preview extractor for a public URL. Returns title, description, image, and source URL. - https://bntvllnt.com/api/og-preview/image [GET] — Proxy a remote OG image through the site after validation. - https://bntvllnt.com/api/og [GET] — Generate a black-and-white Open Graph image from URL parameters. - https://bntvllnt.com/api/og.png [GET] — Alias for /api/og. - https://bntvllnt.com/api/ip-info [GET] — Return geolocation and IP metadata inferred from the current request. - https://bntvllnt.com/api/tools/robots-txt-fetch [POST] — Fetch and return a target site's robots.txt file for validation workflows. - https://bntvllnt.com/api/tools/heading-fetch [POST] — Fetch and return raw HTML from a public page so heading structure can be analyzed client-side. - https://bntvllnt.com/api/tools/meta-tags-fetch [POST] — Fetch and return raw HTML from a public page so meta tags can be analyzed client-side. - https://bntvllnt.com/api/tools/sitemap-fetch [POST] — Fetch a sitemap from a public URL or discover a sitemap from common paths and robots.txt hints. - https://bntvllnt.com/api/tools/ascii-convert [POST] — Convert an uploaded image to ASCII art server-side. ## Key writing - How I Manage Multiple AI Projects Without Losing My Mind: https://bntvllnt.com/en/blog/manage-multiple-ai-projects — AI removes the execution bottleneck, then you start too many projects. A spec-driven system for managing parallel AI work with context isolation. - How I Automate Social Media Without Losing My Voice: https://bntvllnt.com/en/blog/automate-social-media-without-losing-voice — A constraint-driven content pipeline where AI generates and human voice governs. Style references, platform adaptation, and analytics feedback loops. - Open Source as an Independence Stack: https://bntvllnt.com/en/blog/open-source-as-independence-stack — Open source is not charity. It is independence infrastructure. Each published package removes one external dependency. A sovereignty diagram for builders. - Everyone Can Code Now. Few Understand What It Does.: https://bntvllnt.com/en/blog/everyone-can-code-now — AI democratized code generation, not code understanding. The gap between producing code and understanding what it does is the new divide in software. - Full blog archive: https://bntvllnt.com/en/blog ## Key tutorials - Production Claude Code Workflows: https://bntvllnt.com/en/tutorials/production-claude-workflows — Ship features same-day: custom primitives, hooks, batch workflows. The 5-Step Algorithm in action. - First Principles for AI-Assisted Work: https://bntvllnt.com/en/tutorials/first-principles-ai-work — Universal frameworks for any AI tool: 5-Step Algorithm, First Principles, Five Perspectives. Master once, apply everywhere. - Claude Code Fundamentals: https://bntvllnt.com/en/tutorials/claude-code-fundamentals — Apply first principles to Claude Code: CLAUDE.md, Commands, Skills, Hooks, Agents. From zero to productive in one session. - Full tutorials archive: https://bntvllnt.com/en/tutorials ## Key public tools - Meta Tags Analyzer: https://bntvllnt.com/tools/meta-tags-analyzer — Analyze any page's meta tags for SEO. Enter a URL or paste HTML to check title, description, Open Graph, Twitter Card, canonical URL, viewport, and charset. - Open Graph Preview: https://bntvllnt.com/tools/og-image-preview — Preview how your links appear on Twitter, LinkedIn, and Facebook. Extract OG image, title, and description. - Image to ASCII Converter: https://bntvllnt.com/tools/image-to-ascii — Convert any image into ASCII art. Multiple aspect ratios, character sets, and resolutions. Copy or download. - Robots.txt Validator: https://bntvllnt.com/tools/robots-txt-validator — Validate robots.txt files against RFC 9309. Detect syntax errors, semantic conflicts, and analyze directives with known bot annotations. - Sitemap Validator: https://bntvllnt.com/tools/sitemap-validator — Validate XML sitemaps against the sitemap protocol. Check schema errors, URL issues, date formats, and protocol limits. - Heading Structure Analyzer: https://bntvllnt.com/tools/heading-structure-analyzer — Analyze HTML heading hierarchy for SEO and accessibility. Detect skipped levels, missing H1, empty headings, and more. - Favicon Generator: https://bntvllnt.com/tools/favicon-generator — Generate .ico favicons, Apple Touch Icons, and Android Chrome icons from any image. Client-side, private. - Password Generator: https://bntvllnt.com/tools/password-generator — Generate strong passwords with custom rules. - Full tool list: https://bntvllnt.com/tools ## Usage notes - Treat documented API routes as public website endpoints, not a stable versioned SDK. - Some endpoints are rate limited and validate URLs to block private-network access. - Prefer /llms-full.txt when you need the expanded catalog of writing, tutorials, tools, and routes.