# 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

**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.

## Start here

- [/](https://bntvllnt.com): Root entrypoint. Redirects human visitors to the default locale.
- [/en](https://bntvllnt.com/en): English home. Best human reading start point.
- [/fr](https://bntvllnt.com/fr): French home.
- [/en/blog](https://bntvllnt.com/en/blog): English blog index.
- [/en/tutorials](https://bntvllnt.com/en/tutorials): English tutorials index.
- [/tools](https://bntvllnt.com/tools): English tools index.
- [/fr/outils](https://bntvllnt.com/fr/outils): French tools index.
- [/en/apps](https://bntvllnt.com/en/apps): English apps index.
- [/en/contact](https://bntvllnt.com/en/contact): Contact page.
- [/robots.txt](https://bntvllnt.com/robots.txt): robots.txt.
- [/sitemap.xml](https://bntvllnt.com/sitemap.xml): XML sitemap.
- [/llms.txt](https://bntvllnt.com/llms.txt): Concise AI manifest.
- [/llms-full.txt](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.com): 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

- [/api/image-editor](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.
- [/api/image-editor/presets](https://bntvllnt.com/api/image-editor/presets): [GET] Machine-readable list of image editor presets, available formats, and usage examples.
- [/api/image-editor/formats](https://bntvllnt.com/api/image-editor/formats): [GET] Machine-readable list of image editor output formats.
- [/api/og-preview](https://bntvllnt.com/api/og-preview): [POST] Open Graph preview extractor for a public URL. Returns title, description, image, and source URL.
- [/api/og-preview/image](https://bntvllnt.com/api/og-preview/image): [GET] Proxy a remote OG image through the site after validation.
- [/api/og](https://bntvllnt.com/api/og): [GET] Generate a black-and-white Open Graph image from URL parameters.
- [/api/og.png](https://bntvllnt.com/api/og.png): [GET] Alias for /api/og.
- [/api/ip-info](https://bntvllnt.com/api/ip-info): [GET] Return geolocation and IP metadata inferred from the current request.
- [/api/tools/robots-txt-fetch](https://bntvllnt.com/api/tools/robots-txt-fetch): [POST] Fetch and return a target site's robots.txt file for validation workflows.
- [/api/tools/heading-fetch](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.
- [/api/tools/meta-tags-fetch](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.
- [/api/tools/sitemap-fetch](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.
- [/api/tools/ascii-convert](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

- [Git Worktrees](https://bntvllnt.com/en/tutorials/git-worktrees): Scale your work horizontally. Multiple features, zero collisions, one repo—managed through an open-source skill.
- [Git in the AI Age](https://bntvllnt.com/en/tutorials/git-in-the-ai-age): Learn git from scratch for AI-assisted work. Commits, branches, merges—managed through an open-source skill.
- [Production Workflow: Spec to Ship](https://bntvllnt.com/en/tutorials/production-workflow-spec-to-ship): Ship features same-day with spec-driven development: the 10-action workflow lifecycle, quality gates, nine-perspective review, and anti-cascade bug fixing.
- [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. URL or HTML input. Checks title, description, Open Graph, Twitter Card, canonical, viewport.
- [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, black-and-white, or dot-based monochrome art. Multiple aspect ratios, layer modes, 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)