<?php
// Feedback form handler - saves suggestions to markdown file
if ($_SERVER['REQUEST_METHOD'] === 'POST' && !empty($_POST['suggestion'])) {
    $suggestion = htmlspecialchars(trim($_POST['suggestion']));
    $digestDate = basename(__DIR__);
    $timestamp = date('Y-m-d H:i:s');

    $entry = "\n## From digest: $digestDate\n";
    $entry .= "**Submitted:** $timestamp\n\n";
    $entry .= "$suggestion\n\n---\n";

    file_put_contents(__DIR__ . '/../../SUGGESTIONS-FROM-USER.MD', $entry, FILE_APPEND | LOCK_EX);
    $submitted = true;
}
?>
<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Digest &mdash; April 30, 2026</title>
    <link rel="preconnect" href="https://fonts.googleapis.com">
    <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
    <link href="https://fonts.googleapis.com/css2?family=Figtree:wght@300;400;500;600&display=swap" rel="stylesheet">
    <link rel="stylesheet" href="../../WEB/css/styles.css">
    <link rel="icon" type="image/png" href="../../WEB/assets/favicon.png">
</head>
<body>
    <div class="container">
        <div class="main-card">

            <header class="page-header content-item">
                <span class="page-header__date">April 30, 2026</span>
                <span class="page-header__credits">AI-DIGEST BY MAURO SICARD</span>
            </header>


            <!-- ============ PRODUCT HUNT ============ -->
            <div class="source-header content-item">
                <img src="../../WEB/assets/producthunt-logo.svg" alt="Product Hunt" class="source-header__logo">
                <span class="source-header__label">From Product Hunt</span>
            </div>

            <div class="source-tags content-item">
                <a href="https://producthunt.com" class="source-tag">Product Hunt</a>
            </div>

            <p class="section-intro content-item">AI design tools with MCP integrations, a privacy-first AI chat, and a macOS dock overhaul stood out today.</p>

            <a href="https://wonder.design" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Wonder &mdash; AI Design Agent on Your Canvas</span>
                    <span class="card__desc">AI design agent that generates UI, graphics, and pitch decks directly on a canvas. Ships with an MCP server for Claude Code, Cursor, and Codex &mdash; design in Wonder, then have your coding agent pull the work straight into your codebase.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 252</span>
                        <span>&middot;</span>
                        <span>wonder.design</span>
                    </div>
                </div>
            </a>

            <a href="https://openai.com/index/open-source-codex-orchestration-symphony/" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Symphony &mdash; Open-Source Codex Agent Orchestrator</span>
                    <span class="card__desc">OpenAI's open-source spec that turns your issue tracker into an always-on Codex execution engine. Assigns agents to every open issue, runs them in parallel with workspace isolation. Claims up to 500% more shipped PRs.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 109</span>
                        <span>&middot;</span>
                        <span>openai.com</span>
                    </div>
                </div>
            </a>

            <a href="https://tabstack.ai" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Tabstack &mdash; Web Data &amp; Automation API</span>
                    <span class="card__desc">Built at Mozilla. Pass a URL and a JSON schema, get back structured data every time. Five endpoints: extract, research with citations, and browser automation. MCP integration for Claude Code and Cursor in 30 seconds.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 132</span>
                        <span>&middot;</span>
                        <span>tabstack.ai</span>
                    </div>
                </div>
            </a>

            <a href="https://chat.tinfoil.sh" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Tinfoil &mdash; Verifiably Private AI Chat</span>
                    <span class="card__desc">AI chat and API running inside NVIDIA GPU secure enclaves. End-to-end encrypted, verifiable via remote attestation. Runs DeepSeek V4, Gemma 4, Kimi K2.6, GLM 5.1. Open-source enclave code, $20/mo chat, $5 free API credits.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 95</span>
                        <span>&middot;</span>
                        <span>tinfoil.sh</span>
                    </div>
                </div>
            </a>

            <a href="https://quarkdown.com" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Quarkdown &mdash; Modern Markdown + LaTeX Typesetting</span>
                    <span class="card__desc">Open-source typesetting system that combines Markdown simplicity with LaTeX math rendering. Create papers, presentations, and websites from VS Code or terminal. Live preview, powerful extensions, flat learning curve.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 122</span>
                        <span>&middot;</span>
                        <span>quarkdown.com</span>
                    </div>
                </div>
            </a>

            <a href="https://getdocky.com" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Docky &mdash; macOS Dock Replacement</span>
                    <span class="card__desc">Dock replacement that mimics the native macOS dock but adds app folders, widgets, window switching, custom backgrounds, and active indicators. Silently powerful &mdash; feels native with actual useful features.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 89</span>
                        <span>&middot;</span>
                        <span>getdocky.com</span>
                    </div>
                </div>
            </a>

            <a href="https://github.com/kusho-co/kusho-ui-testing-tui" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">KushoAI &mdash; Open-Source Playwright Testing TUI</span>
                    <span class="card__desc">Record a browser flow, then the TUI orchestrates LLM calls to expand it into comprehensive tests &mdash; edge cases, error handling, boundary conditions. Bring your own API key (OpenAI/Claude/Gemini). MIT licensed, runs local.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 87</span>
                        <span>&middot;</span>
                        <span>github.com</span>
                    </div>
                </div>
            </a>


            <!-- ============ AI & LLMs ============ -->
            <div class="source-header content-item">
                <img src="../../WEB/assets/reddit-logo.svg" alt="Reddit" class="source-header__logo">
                <span class="source-header__label">From Reddit</span>
            </div>

            <div class="source-tags content-item">
                <a href="https://reddit.com/r/openai" class="source-tag">r/openai</a>
                <a href="https://reddit.com/r/singularity" class="source-tag">r/singularity</a>
                <a href="https://reddit.com/r/LocalLLaMA" class="source-tag">r/LocalLLaMA</a>
                <a href="https://reddit.com/r/artificial" class="source-tag">r/artificial</a>
            </div>

            <p class="section-intro content-item">UK AI Safety Institute published a major GPT-5.5 cyber evaluation, OpenAI explained the goblin incident, and Qwen 3.6 is taking over local inference.</p>

            <a href="https://www.aisi.gov.uk/blog/our-evaluation-of-openais-gpt-5-5-cyber-capabilities" class="card card--featured content-item">
                <div class="card--featured__header">
                    <img class="card__favicon" data-size="28" alt="">
                    <span class="card--featured__title">AISI: GPT-5.5 Matches Mythos on Cyber Attack Simulation</span>
                </div>
                <div class="card--featured__body">
                    <p>The UK AI Safety Institute published their evaluation of GPT-5.5's cyber capabilities, finding it "may be the strongest model we have tested." GPT-5.5 scored 90.5% pass@5 on expert-level cyber tasks (vs GPT-5.4's 71.4%) and completed the 32-step TLO corporate network attack simulation in 2 of 10 attempts &mdash; matching Mythos Preview's 3 of 10.</p>
                    <p>One challenge that took a human expert 12 hours took GPT-5.5 only 11 minutes at $1.73 cost. The NCSC warned cyber defenders need to prepare for frontier AI capabilities becoming widely accessible.</p>
                </div>
                <div class="card--featured__meta">
                    <span>aisi.gov.uk</span> &middot; <span>r/singularity</span>
                </div>
            </a>

            <a href="https://openai.com/index/where-the-goblins-came-from/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">OpenAI Explains "Where the Goblins Came From"</span>
                    <span class="card__desc">Fascinating postmortem on how ChatGPT's "Nerdy" personality caused a 175% spike in goblin mentions. A reward signal designed for the personality was too favorable to creature metaphors, and RL generalized the behavior across all contexts. The fix required adding explicit "never talk about goblins" instructions to Codex.</span>
                </div>
            </a>

            <a href="https://red.anthropic.com/2026/mythos-preview/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Claude Mythos Can Generate Images &mdash; Anthropic's First Image Gen</span>
                    <span class="card__desc">Users discovered Claude Mythos Preview supports image outputs, making it Anthropic's first model with native image generation capabilities. Follows the earlier launch of Claude Design as a separate product. Mythos remains restricted to defensive security partners.</span>
                </div>
            </a>

            <a href="https://huggingface.co/Qwen/Qwen3.6-27B" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Qwen 3.6 Is Dominating Local Inference</span>
                    <span class="card__desc">Qwen 3.6 27B is the talk of LocalLLaMA. The dense 27B model runs at 32 tok/s on a single 3090, generates impressive SVG art, and community benchmarks show it competing with lower-tier cloud models. The 35B-A3B MoE variant scores 73.4% SWE-bench Verified. Multiple posts debate whether it's made all other ~30B models obsolete.</span>
                </div>
            </a>

            <a href="https://videocardz.com/newz/amd-announces-ryzen-ai-halo-mini-pc-platform-aimed-at-local-ai-positioned-against-nvidia-dgx-spark" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">AMD Halo Box: Official Ryzen AI Max 395 Mini PC Coming in June</span>
                    <span class="card__desc">AMD showed the Halo Box at AI Dev Day &mdash; a Ryzen AI Max 395 with 128GB unified memory in a compact form factor. Runs up to 200B parameter models locally. Competes directly with NVIDIA DGX Spark. Made by Lenovo, programmable RGB light strip, ships with Ubuntu. No price yet.</span>
                </div>
            </a>

            <a href="https://huggingface.co/collections/Qwen/qwen-scope" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Qwen-Scope: Sparse Autoencoders for Qwen 3.5</span>
                    <span class="card__desc">Qwen released open SAEs mapping internal features across all layers of Qwen 3.5 models (2B to 35B MoE). Enables surgical abliteration &mdash; remove specific behaviors like refusal or sycophancy by directly manipulating internal features. Huge for interpretability research.</span>
                </div>
            </a>

            <a href="https://huggingface.co/datasets/NodeLinker/deepseek-ai-Thinking-with-Visual-Primitives-deleted-repo/resolve/main/Thinking_with_Visual_Primitives.pdf" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">DeepSeek: Thinking with Visual Primitives</span>
                    <span class="card__desc">DeepSeek, Peking University, and Tsinghua released a new multimodal reasoning framework that interleaves spatial markers (points, bounding boxes) directly into chain-of-thought. Uses 10x fewer KV cache entries than Claude Sonnet 4.6 while matching frontier model performance. Built on V4-Flash.</span>
                </div>
            </a>

            <a href="https://x.ai/news" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Grok 4.3 Beta: Native Video Input, TTS/STT APIs</span>
                    <span class="card__desc">xAI silently dropped Grok 4.3 with native video understanding, document generation (PDF, PPTX, XLSX), and GA text-to-speech/speech-to-text APIs. Keeps the 16-agent Heavy system and 2M token context. SuperGrok Heavy tier, $300/mo.</span>
                </div>
            </a>


            <!-- ============ GENAI & MEDIA ============ -->
            <div class="source-header content-item">
                <img src="../../WEB/assets/reddit-logo.svg" alt="Reddit" class="source-header__logo">
                <span class="source-header__label">From Reddit</span>
            </div>

            <div class="source-tags content-item">
                <a href="https://reddit.com/r/StableDiffusion" class="source-tag">r/StableDiffusion</a>
                <a href="https://reddit.com/r/comfyui" class="source-tag">r/comfyui</a>
            </div>

            <p class="section-intro content-item">ComfyUI workflow tools for motion capture and identity transfer.</p>

            <a href="https://www.reddit.com/r/comfyui/comments/1sztd11/mocap_surgeon_videoto3d_motion_capture_and/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">MoCap Surgeon &mdash; Video-to-3D Motion Capture for ComfyUI</span>
                    <span class="card__desc">Custom node that extracts motion from video using MediaPipe and retargets it to a 3D OpenPose rig with a built-in 3D cleanup environment. Jitter filtering, limb locking, frame-by-frame editing &mdash; fix tracking before it hits your render pipeline. Part of the Yedp-Action-Director ecosystem.</span>
                </div>
            </a>

            <a href="https://www.reddit.com/r/StableDiffusion/comments/1szqdtl/multi_injection_incoming/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Multi Injection Identity Transfer for Flux</span>
                    <span class="card__desc">Improved identity transfer node for Flux that injects reference images at multiple stages (mid and post injection) across targeted blocks. More stable than single-stage approaches. Plug-and-play preset coming with release.</span>
                </div>
            </a>

            <a href="https://www.reddit.com/r/StableDiffusion/comments/1t0bm5w/local_ai_news_you_missed_april_2026/" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Local AI News You Missed &mdash; April 2026 Roundup</span>
                    <span class="card__desc">Community roundup of April's open-source releases: LLMs, image models, video models, audio/music, 3D, and tools. One of the biggest months for local AI ever.</span>
                </div>
            </a>


            <!-- ============ APPS & SOFTWARE ============ -->
            <div class="source-header content-item">
                <img src="../../WEB/assets/reddit-logo.svg" alt="Reddit" class="source-header__logo">
                <span class="source-header__label">From Reddit</span>
            </div>

            <div class="source-tags content-item">
                <a href="https://reddit.com/r/macapps" class="source-tag">r/macapps</a>
                <a href="https://reddit.com/r/selfhosted" class="source-tag">r/selfhosted</a>
            </div>

            <p class="section-intro content-item">Self-hosted remote access, spatial workspaces, and weather nerds unite.</p>

            <a href="https://github.com/fosrl/pangolin" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Pangolin 1.18 &mdash; Identity-Aware Remote Access Platform</span>
                    <span class="card__desc">Open-source zero-trust remote access with HTTPS for private resources, multi-site high availability, uptime tracking, health checks, alert rules, and wildcard resources. Securely expose authenticated web apps with peer-to-peer networking.</span>
                </div>
            </a>

            <a href="https://www.melo.so" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Melo &mdash; Spatial AI Workspace for Mac</span>
                    <span class="card__desc">Spatial canvas that combines notes, todos, websites, calendar, and AI in one board. Everything lives on a zoomable canvas instead of separate windows. Lifetime license available. Similar to Notion/Arc/Obsidian but spatial-first approach.</span>
                </div>
            </a>

            <a href="https://apps.apple.com/us/app/rad-weather/id6758575355" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">R.A.D. Weather &mdash; Multi-Source Forecast Comparison</span>
                    <span class="card__desc">Weather app that fuses NWS, Open-Meteo (GFS/ECMWF), and Apple WeatherKit data. Shows where forecast models agree or disagree with confidence scoring. RAD Atlas radar view, deep customization, and widgets. iOS now, macOS coming soon.</span>
                </div>
            </a>

            <a href="https://github.com/Portabase/portabase" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Portabase v1.13 &mdash; DB Backup/Restore with Built-in Migration</span>
                    <span class="card__desc">Open-source database backup tool that now supports built-in migration between databases. No more manual download-upload-restore cycles &mdash; just select source and target, and Portabase handles the rest. Self-hostable.</span>
                </div>
            </a>

            <a href="https://www.reddit.com/r/macapps/comments/1szuhkk/lifetime_anyframe_just_launched_on_the_mac_app/" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">AnyFrame &mdash; Share Any Screen Region in Video Calls</span>
                    <span class="card__desc">Creates a virtual camera that shows only a selected region of your screen in Zoom/Teams/Meet. Perfect for ultrawides &mdash; share just one section without revealing the rest. Lifetime purchase.</span>
                </div>
            </a>


            <!-- ============ FEEDBACK ============ -->
            <?php if (!empty($submitted)): ?>
                <div class="feedback feedback--success content-item" style="text-align: center; padding: 2rem;">
                    <div style="font-size: 2.5rem; margin-bottom: 0.5rem;">&#10003;</div>
                    <p style="margin: 0; font-weight: 500;">Thanks! Your suggestion has been saved.</p>
                    <p style="margin: 0.5rem 0 0; opacity: 0.7; font-size: 0.875rem;">I'll review it for tomorrow's digest.</p>
                </div>
            <?php else: ?>
                <form method="POST" class="feedback content-item" data-feedback>
                    <button type="button" class="feedback__trigger" data-feedback-trigger>
                        Tell me what to change for tomorrow
                    </button>
                    <div class="feedback__content" data-feedback-content>
                        <textarea name="suggestion" class="feedback__textarea" placeholder="What would you like me to change? More of something, less of another, different topics..."></textarea>
                        <div class="feedback__actions">
                            <button type="button" class="btn btn--secondary" data-feedback-cancel>Cancel</button>
                            <button type="submit" class="btn btn--primary">Send</button>
                        </div>
                    </div>
                </form>
            <?php endif; ?>

        </div>
    </div>
    <script src="../../WEB/js/app.js"></script>
</body>
</html>
