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Lukentony/README.md

Luca Rivoiro

Software & AI Developer

I use agents and automation as a multiplier: from prototype to the server running it, I get there on my own.

Portfolio · LinkedIn · X · Instagram · Mastodon


About

I build complete products: sites, apps, automation, middleware, and the infrastructure they run on. Agent security is one of the areas I go deepest on, and AI Guardian Lab below is the clearest proof of that.

400-hour Master in AI Development, ProfessionAI, 28/30, covering LLMs, agentic AI, REST APIs and MLOps.

Based in Turin, Italy. Open to remote roles.


Featured Projects

Security middleware for AI agents. Shell commands pass through an allowlist, a regex layer, and an LLM intent check before running. Every decision is logged in a hash chain signed with HMAC-SHA256, so a tampered entry breaks the chain.

Input ──► L1: Allowlist ──► L2: Pattern Engine ──► L3: LLM Intent Check ──► Agent
│ │ │
BLOCK BLOCK BLOCK + log

Self-hosted task manager for two people I actually live with. FastAPI backend, React frontend with no build step, runs in Docker.

Offline-first PWA for shared-household cleaning tasks. Data stays on the paired phones and syncs automatically when they are on the same Wi-Fi.

Hand-built static portfolio in vanilla HTML, CSS, and JavaScript, deployed on Cloudflare Pages with WCAG AA accessibility as a design constraint.

Gross-to-net salary calculator for Italy, built for a hiring test. Vanilla JS, no backend, every INPS/IRPEF formula visible in the code. Live demo.

PWA for MotoGP 2026 standings and a private Fantasy league with friends. Vanilla JS, no build step, installable and works offline.


Tech Stack

AI & SecurityPythonLangChainscikit-learnPandas

Backend & InfrastructureFastAPIDjangoDocker

Automationn8nSQLite


What I'm Working On

  • Agent safety, the focus of AI Guardian Lab above.
  • Workflow automation with n8n and Docker, some of it running on my own server.

Outside the Terminal

Cycling mountain routes in the Alps, and following motorsport data closely (BoxBox above started as an excuse to look at it more). Hands-on training and personal practice in 2D/3D CAD, 3D printing, and laser engraving/cutting. Projects on Instagram: @luke_lab_3d.


GitHub Streak

Pinned Loading

  1. AI-guardian-labAI-guardian-labPublic

    Security middleware for AI Agents. Intercepts shell commands before execution using a multi-layer pipeline: binary allowlist, regex patterns, deterministic intent coherence mapping, and LLM semanti…

    Python 7

  2. luca-rivoiro-siteluca-rivoiro-sitePublic

    Source code of my personal site, lukentony.it. Plain HTML, CSS and JS, no framework, about 200KB. Bilingual Italian/English, WCAG 2.1 AA compliant.

    HTML

  3. homesynchomesyncPublic

    Self-hosted task manager I built for my household. FastAPI backend, React frontend with no build step, runs in Docker with push notifications. My data stays on my own server.

    JavaScript

  4. broombroomPublic

    An offline-first Android app for household cleaning with serverless P2P sync, built from a PWA using AI.

    JavaScript

  5. jethr-calcolatore-raljethr-calcolatore-ralPublic

    Gross to net salary calculator for Italy. Built from scratch in vanilla JS with no backend, so you can see exactly which INPS and IRPEF formulas it applies instead of trusting a black box.

    HTML

  6. boxboxboxboxPublic

    BoxBox - PWA MotoGP 2026 + Fantasy

    JavaScript

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
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Lukentony/README.md

Luca Rivoiro

Software & AI Developer

I use agents and automation as a multiplier: from prototype to the server running it, I get there on my own.

Portfolio · LinkedIn · X · Instagram · Mastodon


About

I build complete products: sites, apps, automation, middleware, and the infrastructure they run on. Agent security is one of the areas I go deepest on, and AI Guardian Lab below is the clearest proof of that.

400-hour Master in AI Development, ProfessionAI, 28/30, covering LLMs, agentic AI, REST APIs and MLOps.

Based in Turin, Italy. Open to remote roles.


Featured Projects

Security middleware for AI agents. Shell commands pass through an allowlist, a regex layer, and an LLM intent check before running. Every decision is logged in a hash chain signed with HMAC-SHA256, so a tampered entry breaks the chain.

Input ──► L1: Allowlist ──► L2: Pattern Engine ──► L3: LLM Intent Check ──► Agent
│ │ │
BLOCK BLOCK BLOCK + log

Self-hosted task manager for two people I actually live with. FastAPI backend, React frontend with no build step, runs in Docker.

Offline-first PWA for shared-household cleaning tasks. Data stays on the paired phones and syncs automatically when they are on the same Wi-Fi.

Hand-built static portfolio in vanilla HTML, CSS, and JavaScript, deployed on Cloudflare Pages with WCAG AA accessibility as a design constraint.

Gross-to-net salary calculator for Italy, built for a hiring test. Vanilla JS, no backend, every INPS/IRPEF formula visible in the code. Live demo.

PWA for MotoGP 2026 standings and a private Fantasy league with friends. Vanilla JS, no build step, installable and works offline.


Tech Stack

AI & SecurityPythonLangChainscikit-learnPandas

Backend & InfrastructureFastAPIDjangoDocker

Automationn8nSQLite


What I'm Working On

  • Agent safety, the focus of AI Guardian Lab above.
  • Workflow automation with n8n and Docker, some of it running on my own server.

Outside the Terminal

Cycling mountain routes in the Alps, and following motorsport data closely (BoxBox above started as an excuse to look at it more). Hands-on training and personal practice in 2D/3D CAD, 3D printing, and laser engraving/cutting. Projects on Instagram: @luke_lab_3d.


GitHub Streak

Pinned Loading

  1. AI-guardian-labAI-guardian-labPublic

    Security middleware for AI Agents. Intercepts shell commands before execution using a multi-layer pipeline: binary allowlist, regex patterns, deterministic intent coherence mapping, and LLM semanti…

    Python 7

  2. luca-rivoiro-siteluca-rivoiro-sitePublic

    Source code of my personal site, lukentony.it. Plain HTML, CSS and JS, no framework, about 200KB. Bilingual Italian/English, WCAG 2.1 AA compliant.

    HTML

  3. homesynchomesyncPublic

    Self-hosted task manager I built for my household. FastAPI backend, React frontend with no build step, runs in Docker with push notifications. My data stays on my own server.

    JavaScript

  4. broombroomPublic

    An offline-first Android app for household cleaning with serverless P2P sync, built from a PWA using AI.

    JavaScript

  5. jethr-calcolatore-raljethr-calcolatore-ralPublic

    Gross to net salary calculator for Italy. Built from scratch in vanilla JS with no backend, so you can see exactly which INPS and IRPEF formulas it applies instead of trusting a black box.

    HTML

  6. boxboxboxboxPublic

    BoxBox - PWA MotoGP 2026 + Fantasy

    JavaScript

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix"); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content
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Lukentony/README.md

Luca Rivoiro

Software & AI Developer

I use agents and automation as a multiplier: from prototype to the server running it, I get there on my own.

Portfolio · LinkedIn · X · Instagram · Mastodon


About

I build complete products: sites, apps, automation, middleware, and the infrastructure they run on. Agent security is one of the areas I go deepest on, and AI Guardian Lab below is the clearest proof of that.

400-hour Master in AI Development, ProfessionAI, 28/30, covering LLMs, agentic AI, REST APIs and MLOps.

Based in Turin, Italy. Open to remote roles.


Featured Projects

Security middleware for AI agents. Shell commands pass through an allowlist, a regex layer, and an LLM intent check before running. Every decision is logged in a hash chain signed with HMAC-SHA256, so a tampered entry breaks the chain.

Input ──► L1: Allowlist ──► L2: Pattern Engine ──► L3: LLM Intent Check ──► Agent
│ │ │
BLOCK BLOCK BLOCK + log

Self-hosted task manager for two people I actually live with. FastAPI backend, React frontend with no build step, runs in Docker.

Offline-first PWA for shared-household cleaning tasks. Data stays on the paired phones and syncs automatically when they are on the same Wi-Fi.

Hand-built static portfolio in vanilla HTML, CSS, and JavaScript, deployed on Cloudflare Pages with WCAG AA accessibility as a design constraint.

Gross-to-net salary calculator for Italy, built for a hiring test. Vanilla JS, no backend, every INPS/IRPEF formula visible in the code. Live demo.

PWA for MotoGP 2026 standings and a private Fantasy league with friends. Vanilla JS, no build step, installable and works offline.


Tech Stack

AI & SecurityPythonLangChainscikit-learnPandas

Backend & InfrastructureFastAPIDjangoDocker

Automationn8nSQLite


What I'm Working On

  • Agent safety, the focus of AI Guardian Lab above.
  • Workflow automation with n8n and Docker, some of it running on my own server.

Outside the Terminal

Cycling mountain routes in the Alps, and following motorsport data closely (BoxBox above started as an excuse to look at it more). Hands-on training and personal practice in 2D/3D CAD, 3D printing, and laser engraving/cutting. Projects on Instagram: @luke_lab_3d.


GitHub Streak

Pinned Loading

  1. AI-guardian-labAI-guardian-labPublic

    Security middleware for AI Agents. Intercepts shell commands before execution using a multi-layer pipeline: binary allowlist, regex patterns, deterministic intent coherence mapping, and LLM semanti…

    Python 7

  2. luca-rivoiro-siteluca-rivoiro-sitePublic

    Source code of my personal site, lukentony.it. Plain HTML, CSS and JS, no framework, about 200KB. Bilingual Italian/English, WCAG 2.1 AA compliant.

    HTML

  3. homesynchomesyncPublic

    Self-hosted task manager I built for my household. FastAPI backend, React frontend with no build step, runs in Docker with push notifications. My data stays on my own server.

    JavaScript

  4. broombroomPublic

    An offline-first Android app for household cleaning with serverless P2P sync, built from a PWA using AI.

    JavaScript

  5. jethr-calcolatore-raljethr-calcolatore-ralPublic

    Gross to net salary calculator for Italy. Built from scratch in vanilla JS with no backend, so you can see exactly which INPS and IRPEF formulas it applies instead of trusting a black box.

    HTML

  6. boxboxboxboxPublic

    BoxBox - PWA MotoGP 2026 + Fantasy

    JavaScript

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms"); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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Lukentony/README.md

Luca Rivoiro

Software & AI Developer

I use agents and automation as a multiplier: from prototype to the server running it, I get there on my own.

Portfolio · LinkedIn · X · Instagram · Mastodon


About

I build complete products: sites, apps, automation, middleware, and the infrastructure they run on. Agent security is one of the areas I go deepest on, and AI Guardian Lab below is the clearest proof of that.

400-hour Master in AI Development, ProfessionAI, 28/30, covering LLMs, agentic AI, REST APIs and MLOps.

Based in Turin, Italy. Open to remote roles.


Featured Projects

Security middleware for AI agents. Shell commands pass through an allowlist, a regex layer, and an LLM intent check before running. Every decision is logged in a hash chain signed with HMAC-SHA256, so a tampered entry breaks the chain.

Input ──► L1: Allowlist ──► L2: Pattern Engine ──► L3: LLM Intent Check ──► Agent
│ │ │
BLOCK BLOCK BLOCK + log

Self-hosted task manager for two people I actually live with. FastAPI backend, React frontend with no build step, runs in Docker.

Offline-first PWA for shared-household cleaning tasks. Data stays on the paired phones and syncs automatically when they are on the same Wi-Fi.

Hand-built static portfolio in vanilla HTML, CSS, and JavaScript, deployed on Cloudflare Pages with WCAG AA accessibility as a design constraint.

Gross-to-net salary calculator for Italy, built for a hiring test. Vanilla JS, no backend, every INPS/IRPEF formula visible in the code. Live demo.

PWA for MotoGP 2026 standings and a private Fantasy league with friends. Vanilla JS, no build step, installable and works offline.


Tech Stack

AI & SecurityPythonLangChainscikit-learnPandas

Backend & InfrastructureFastAPIDjangoDocker

Automationn8nSQLite


What I'm Working On

  • Agent safety, the focus of AI Guardian Lab above.
  • Workflow automation with n8n and Docker, some of it running on my own server.

Outside the Terminal

Cycling mountain routes in the Alps, and following motorsport data closely (BoxBox above started as an excuse to look at it more). Hands-on training and personal practice in 2D/3D CAD, 3D printing, and laser engraving/cutting. Projects on Instagram: @luke_lab_3d.


GitHub Streak

Pinned Loading

  1. AI-guardian-labAI-guardian-labPublic

    Security middleware for AI Agents. Intercepts shell commands before execution using a multi-layer pipeline: binary allowlist, regex patterns, deterministic intent coherence mapping, and LLM semanti…

    Python 7

  2. luca-rivoiro-siteluca-rivoiro-sitePublic

    Source code of my personal site, lukentony.it. Plain HTML, CSS and JS, no framework, about 200KB. Bilingual Italian/English, WCAG 2.1 AA compliant.

    HTML

  3. homesynchomesyncPublic

    Self-hosted task manager I built for my household. FastAPI backend, React frontend with no build step, runs in Docker with push notifications. My data stays on my own server.

    JavaScript

  4. broombroomPublic

    An offline-first Android app for household cleaning with serverless P2P sync, built from a PWA using AI.

    JavaScript

  5. jethr-calcolatore-raljethr-calcolatore-ralPublic

    Gross to net salary calculator for Italy. Built from scratch in vanilla JS with no backend, so you can see exactly which INPS and IRPEF formulas it applies instead of trusting a black box.

    HTML

  6. boxboxboxboxPublic

    BoxBox - PWA MotoGP 2026 + Fantasy

    JavaScript

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links"); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + '
Skip to content
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Lukentony/README.md

Luca Rivoiro

Software & AI Developer

I use agents and automation as a multiplier: from prototype to the server running it, I get there on my own.

Portfolio · LinkedIn · X · Instagram · Mastodon


About

I build complete products: sites, apps, automation, middleware, and the infrastructure they run on. Agent security is one of the areas I go deepest on, and AI Guardian Lab below is the clearest proof of that.

400-hour Master in AI Development, ProfessionAI, 28/30, covering LLMs, agentic AI, REST APIs and MLOps.

Based in Turin, Italy. Open to remote roles.


Featured Projects

Security middleware for AI agents. Shell commands pass through an allowlist, a regex layer, and an LLM intent check before running. Every decision is logged in a hash chain signed with HMAC-SHA256, so a tampered entry breaks the chain.

Input ──► L1: Allowlist ──► L2: Pattern Engine ──► L3: LLM Intent Check ──► Agent
│ │ │
BLOCK BLOCK BLOCK + log

Self-hosted task manager for two people I actually live with. FastAPI backend, React frontend with no build step, runs in Docker.

Offline-first PWA for shared-household cleaning tasks. Data stays on the paired phones and syncs automatically when they are on the same Wi-Fi.

Hand-built static portfolio in vanilla HTML, CSS, and JavaScript, deployed on Cloudflare Pages with WCAG AA accessibility as a design constraint.

Gross-to-net salary calculator for Italy, built for a hiring test. Vanilla JS, no backend, every INPS/IRPEF formula visible in the code. Live demo.

PWA for MotoGP 2026 standings and a private Fantasy league with friends. Vanilla JS, no build step, installable and works offline.


Tech Stack

AI & SecurityPythonLangChainscikit-learnPandas

Backend & InfrastructureFastAPIDjangoDocker

Automationn8nSQLite


What I'm Working On

  • Agent safety, the focus of AI Guardian Lab above.
  • Workflow automation with n8n and Docker, some of it running on my own server.

Outside the Terminal

Cycling mountain routes in the Alps, and following motorsport data closely (BoxBox above started as an excuse to look at it more). Hands-on training and personal practice in 2D/3D CAD, 3D printing, and laser engraving/cutting. Projects on Instagram: @luke_lab_3d.


GitHub Streak

Pinned Loading

  1. AI-guardian-labAI-guardian-labPublic

    Security middleware for AI Agents. Intercepts shell commands before execution using a multi-layer pipeline: binary allowlist, regex patterns, deterministic intent coherence mapping, and LLM semanti…

    Python 7

  2. luca-rivoiro-siteluca-rivoiro-sitePublic

    Source code of my personal site, lukentony.it. Plain HTML, CSS and JS, no framework, about 200KB. Bilingual Italian/English, WCAG 2.1 AA compliant.

    HTML

  3. homesynchomesyncPublic

    Self-hosted task manager I built for my household. FastAPI backend, React frontend with no build step, runs in Docker with push notifications. My data stays on my own server.

    JavaScript

  4. broombroomPublic

    An offline-first Android app for household cleaning with serverless P2P sync, built from a PWA using AI.

    JavaScript

  5. jethr-calcolatore-raljethr-calcolatore-ralPublic

    Gross to net salary calculator for Italy. Built from scratch in vanilla JS with no backend, so you can see exactly which INPS and IRPEF formulas it applies instead of trusting a black box.

    HTML

  6. boxboxboxboxPublic

    BoxBox - PWA MotoGP 2026 + Fantasy

    JavaScript

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default"); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content
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Lukentony/README.md

Luca Rivoiro

Software & AI Developer

I use agents and automation as a multiplier: from prototype to the server running it, I get there on my own.

Portfolio · LinkedIn · X · Instagram · Mastodon


About

I build complete products: sites, apps, automation, middleware, and the infrastructure they run on. Agent security is one of the areas I go deepest on, and AI Guardian Lab below is the clearest proof of that.

400-hour Master in AI Development, ProfessionAI, 28/30, covering LLMs, agentic AI, REST APIs and MLOps.

Based in Turin, Italy. Open to remote roles.


Featured Projects

Security middleware for AI agents. Shell commands pass through an allowlist, a regex layer, and an LLM intent check before running. Every decision is logged in a hash chain signed with HMAC-SHA256, so a tampered entry breaks the chain.

Input ──► L1: Allowlist ──► L2: Pattern Engine ──► L3: LLM Intent Check ──► Agent
│ │ │
BLOCK BLOCK BLOCK + log

Self-hosted task manager for two people I actually live with. FastAPI backend, React frontend with no build step, runs in Docker.

Offline-first PWA for shared-household cleaning tasks. Data stays on the paired phones and syncs automatically when they are on the same Wi-Fi.

Hand-built static portfolio in vanilla HTML, CSS, and JavaScript, deployed on Cloudflare Pages with WCAG AA accessibility as a design constraint.

Gross-to-net salary calculator for Italy, built for a hiring test. Vanilla JS, no backend, every INPS/IRPEF formula visible in the code. Live demo.

PWA for MotoGP 2026 standings and a private Fantasy league with friends. Vanilla JS, no build step, installable and works offline.


Tech Stack

AI & SecurityPythonLangChainscikit-learnPandas

Backend & InfrastructureFastAPIDjangoDocker

Automationn8nSQLite


What I'm Working On

  • Agent safety, the focus of AI Guardian Lab above.
  • Workflow automation with n8n and Docker, some of it running on my own server.

Outside the Terminal

Cycling mountain routes in the Alps, and following motorsport data closely (BoxBox above started as an excuse to look at it more). Hands-on training and personal practice in 2D/3D CAD, 3D printing, and laser engraving/cutting. Projects on Instagram: @luke_lab_3d.


GitHub Streak

Pinned Loading

  1. AI-guardian-labAI-guardian-labPublic

    Security middleware for AI Agents. Intercepts shell commands before execution using a multi-layer pipeline: binary allowlist, regex patterns, deterministic intent coherence mapping, and LLM semanti…

    Python 7

  2. luca-rivoiro-siteluca-rivoiro-sitePublic

    Source code of my personal site, lukentony.it. Plain HTML, CSS and JS, no framework, about 200KB. Bilingual Italian/English, WCAG 2.1 AA compliant.

    HTML

  3. homesynchomesyncPublic

    Self-hosted task manager I built for my household. FastAPI backend, React frontend with no build step, runs in Docker with push notifications. My data stays on my own server.

    JavaScript

  4. broombroomPublic

    An offline-first Android app for household cleaning with serverless P2P sync, built from a PWA using AI.

    JavaScript

  5. jethr-calcolatore-raljethr-calcolatore-ralPublic

    Gross to net salary calculator for Italy. Built from scratch in vanilla JS with no backend, so you can see exactly which INPS and IRPEF formulas it applies instead of trusting a black box.

    HTML

  6. boxboxboxboxPublic

    BoxBox - PWA MotoGP 2026 + Fantasy

    JavaScript

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers"); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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Lukentony/README.md

Luca Rivoiro

Software & AI Developer

I use agents and automation as a multiplier: from prototype to the server running it, I get there on my own.

Portfolio · LinkedIn · X · Instagram · Mastodon


About

I build complete products: sites, apps, automation, middleware, and the infrastructure they run on. Agent security is one of the areas I go deepest on, and AI Guardian Lab below is the clearest proof of that.

400-hour Master in AI Development, ProfessionAI, 28/30, covering LLMs, agentic AI, REST APIs and MLOps.

Based in Turin, Italy. Open to remote roles.


Featured Projects

Security middleware for AI agents. Shell commands pass through an allowlist, a regex layer, and an LLM intent check before running. Every decision is logged in a hash chain signed with HMAC-SHA256, so a tampered entry breaks the chain.

Input ──► L1: Allowlist ──► L2: Pattern Engine ──► L3: LLM Intent Check ──► Agent
│ │ │
BLOCK BLOCK BLOCK + log

Self-hosted task manager for two people I actually live with. FastAPI backend, React frontend with no build step, runs in Docker.

Offline-first PWA for shared-household cleaning tasks. Data stays on the paired phones and syncs automatically when they are on the same Wi-Fi.

Hand-built static portfolio in vanilla HTML, CSS, and JavaScript, deployed on Cloudflare Pages with WCAG AA accessibility as a design constraint.

Gross-to-net salary calculator for Italy, built for a hiring test. Vanilla JS, no backend, every INPS/IRPEF formula visible in the code. Live demo.

PWA for MotoGP 2026 standings and a private Fantasy league with friends. Vanilla JS, no build step, installable and works offline.


Tech Stack

AI & SecurityPythonLangChainscikit-learnPandas

Backend & InfrastructureFastAPIDjangoDocker

Automationn8nSQLite


What I'm Working On

  • Agent safety, the focus of AI Guardian Lab above.
  • Workflow automation with n8n and Docker, some of it running on my own server.

Outside the Terminal

Cycling mountain routes in the Alps, and following motorsport data closely (BoxBox above started as an excuse to look at it more). Hands-on training and personal practice in 2D/3D CAD, 3D printing, and laser engraving/cutting. Projects on Instagram: @luke_lab_3d.


GitHub Streak

Pinned Loading

  1. AI-guardian-labAI-guardian-labPublic

    Security middleware for AI Agents. Intercepts shell commands before execution using a multi-layer pipeline: binary allowlist, regex patterns, deterministic intent coherence mapping, and LLM semanti…

    Python 7

  2. luca-rivoiro-siteluca-rivoiro-sitePublic

    Source code of my personal site, lukentony.it. Plain HTML, CSS and JS, no framework, about 200KB. Bilingual Italian/English, WCAG 2.1 AA compliant.

    HTML

  3. homesynchomesyncPublic

    Self-hosted task manager I built for my household. FastAPI backend, React frontend with no build step, runs in Docker with push notifications. My data stays on my own server.

    JavaScript

  4. broombroomPublic

    An offline-first Android app for household cleaning with serverless P2P sync, built from a PWA using AI.

    JavaScript

  5. jethr-calcolatore-raljethr-calcolatore-ralPublic

    Gross to net salary calculator for Italy. Built from scratch in vanilla JS with no backend, so you can see exactly which INPS and IRPEF formulas it applies instead of trusting a black box.

    HTML

  6. boxboxboxboxPublic

    BoxBox - PWA MotoGP 2026 + Fantasy

    JavaScript

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode"); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })();
Skip to content
View Lukentony's full-sized avatar

Block or report Lukentony

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Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

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Lukentony/README.md

Luca Rivoiro

Software & AI Developer

I use agents and automation as a multiplier: from prototype to the server running it, I get there on my own.

Portfolio · LinkedIn · X · Instagram · Mastodon


About

I build complete products: sites, apps, automation, middleware, and the infrastructure they run on. Agent security is one of the areas I go deepest on, and AI Guardian Lab below is the clearest proof of that.

400-hour Master in AI Development, ProfessionAI, 28/30, covering LLMs, agentic AI, REST APIs and MLOps.

Based in Turin, Italy. Open to remote roles.


Featured Projects

Security middleware for AI agents. Shell commands pass through an allowlist, a regex layer, and an LLM intent check before running. Every decision is logged in a hash chain signed with HMAC-SHA256, so a tampered entry breaks the chain.

Input ──► L1: Allowlist ──► L2: Pattern Engine ──► L3: LLM Intent Check ──► Agent
│ │ │
BLOCK BLOCK BLOCK + log

Self-hosted task manager for two people I actually live with. FastAPI backend, React frontend with no build step, runs in Docker.

Offline-first PWA for shared-household cleaning tasks. Data stays on the paired phones and syncs automatically when they are on the same Wi-Fi.

Hand-built static portfolio in vanilla HTML, CSS, and JavaScript, deployed on Cloudflare Pages with WCAG AA accessibility as a design constraint.

Gross-to-net salary calculator for Italy, built for a hiring test. Vanilla JS, no backend, every INPS/IRPEF formula visible in the code. Live demo.

PWA for MotoGP 2026 standings and a private Fantasy league with friends. Vanilla JS, no build step, installable and works offline.


Tech Stack

AI & SecurityPythonLangChainscikit-learnPandas

Backend & InfrastructureFastAPIDjangoDocker

Automationn8nSQLite


What I'm Working On

  • Agent safety, the focus of AI Guardian Lab above.
  • Workflow automation with n8n and Docker, some of it running on my own server.

Outside the Terminal

Cycling mountain routes in the Alps, and following motorsport data closely (BoxBox above started as an excuse to look at it more). Hands-on training and personal practice in 2D/3D CAD, 3D printing, and laser engraving/cutting. Projects on Instagram: @luke_lab_3d.


GitHub Streak

Pinned Loading

  1. AI-guardian-labAI-guardian-labPublic

    Security middleware for AI Agents. Intercepts shell commands before execution using a multi-layer pipeline: binary allowlist, regex patterns, deterministic intent coherence mapping, and LLM semanti…

    Python 7

  2. luca-rivoiro-siteluca-rivoiro-sitePublic

    Source code of my personal site, lukentony.it. Plain HTML, CSS and JS, no framework, about 200KB. Bilingual Italian/English, WCAG 2.1 AA compliant.

    HTML

  3. homesynchomesyncPublic

    Self-hosted task manager I built for my household. FastAPI backend, React frontend with no build step, runs in Docker with push notifications. My data stays on my own server.

    JavaScript

  4. broombroomPublic

    An offline-first Android app for household cleaning with serverless P2P sync, built from a PWA using AI.

    JavaScript

  5. jethr-calcolatore-raljethr-calcolatore-ralPublic

    Gross to net salary calculator for Italy. Built from scratch in vanilla JS with no backend, so you can see exactly which INPS and IRPEF formulas it applies instead of trusting a black box.

    HTML

  6. boxboxboxboxPublic

    BoxBox - PWA MotoGP 2026 + Fantasy

    JavaScript