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    <title>Digest — April 2, 2026</title>
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            <header class="page-header content-item">
                <span class="page-header__date">April 2, 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">Agent orchestration, vision-to-code models, and a self-hosted knowledge base with MCP caught my attention today.</p>

            <a href="https://github.com/imbue-ai/mngr" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Mngr — Run 100s of Claude Agents in Parallel</span>
                    <span class="card__desc">Open-source CLI by Imbue for programmatically spinning up coding agents at scale. Compose workflows like "fix all flaky tests" or "open PRs for every issue" and run them repeatedly. Agents start in under 2 seconds, work with any agent harness, and run locally, on Modal, or in Docker.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 128</span>
                        <span>&middot;</span>
                        <span>github.com</span>
                    </div>
                </div>
            </a>

            <a href="https://docs.z.ai/guides/vlm/glm-5v-turbo" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">GLM-5V-Turbo — Vision-to-Code Foundation Model</span>
                    <span class="card__desc">Z.AI's first multimodal coding model. Understands images, video, files, and UI layouts, then generates runnable code, debugging help, and agent workflows. Deep integration with Claude Code and OpenClaw.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 189</span>
                        <span>&middot;</span>
                        <span>docs.z.ai</span>
                    </div>
                </div>
            </a>

            <a href="https://cosyra.com" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Cosyra — Run AI Coding Agents from Your Phone</span>
                    <span class="card__desc">Mobile cloud terminal for running Claude Code, Codex CLI, and Gemini CLI directly from your phone. Switch between sessions, view localhost, integrate GitHub. Solves the "agent waiting for input while you're away" problem.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 149</span>
                        <span>&middot;</span>
                        <span>cosyra.com</span>
                    </div>
                </div>
            </a>

            <a href="https://smallest.ai/text-to-speech" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Lightning V3 — Text-to-Speech for Voice Agents</span>
                    <span class="card__desc">100ms latency TTS with 3.89 WVMOS score. Preferred over OpenAI GPT-4o-mini-TTS 76.2% of the time. Voice cloning from 10 seconds of audio. 15+ languages including Hindi, Spanish, Tamil. Enterprise-ready with 44.1 kHz output.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 277</span>
                        <span>&middot;</span>
                        <span>smallest.ai</span>
                    </div>
                </div>
            </a>

            <a href="https://atomicapp.ai" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Atomic — Self-Hosted AI Knowledge Base with MCP</span>
                    <span class="card__desc">Write notes, get a semantic graph. Ask questions, get cited answers from your own content. Auto-generates wiki articles as your knowledge grows. Built in Rust + SQLite (single file), works with Ollama for fully local inference. MCP server built-in for Claude/Cursor.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 88</span>
                        <span>&middot;</span>
                        <span>atomicapp.ai</span>
                    </div>
                </div>
            </a>

            <a href="https://vasce.gumroad.com/l/anbno" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">DemoVeil — Prepare Your Mac Screen for Calls &amp; Demos</span>
                    <span class="card__desc">Menu bar utility with 3 presets (Call, Present, Capture) to quickly hide desktop clutter and show a clean screen. Simple, focused, no bloat.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 88</span>
                        <span>&middot;</span>
                        <span>gumroad.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/LocalLLaMA" class="source-tag">r/LocalLLaMA</a>
                <a href="https://reddit.com/r/singularity" class="source-tag">r/singularity</a>
                <a href="https://reddit.com/r/openai" class="source-tag">r/openai</a>
                <a href="https://reddit.com/r/artificial" class="source-tag">r/artificial</a>
            </div>

            <p class="section-intro content-item">Gemma 4 dominates the day. Plus Qwen 3.6, Anthropic's emotion research, and a breakthrough in physical AI robotics.</p>

            <a href="https://blog.google/innovation-and-ai/technology/developers-tools/gemma-4/" class="card card--featured content-item">
                <div class="card--featured__header">
                    <img class="card__favicon" data-size="28" alt="">
                    <span class="card--featured__title">Google Releases Gemma 4 — Most Capable Open Models Yet</span>
                </div>
                <div class="card--featured__body">
                    <p>Google released Gemma 4 in four sizes: E2B, E4B, 26B-A4B (MoE), and 31B Dense. Built from the same research as Gemini 3, the 31B model ranks #3 on Arena AI and the 26B MoE ranks #6 among open models. Natively multimodal (vision, video, audio incoming), with thinking capabilities and 128K-256K context windows.</p>
                    <p>First Gemma release under Apache 2.0 license (previously restricted). Already running on Raspberry Pi, Android phones, and available via Ollama, HuggingFace, and llama.cpp. Unsloth had GGUF quants within minutes. Community uncensored variants appeared within 90 minutes via Heretic's new ARA method.</p>
                </div>
                <div class="card--featured__meta">
                    <span>blog.google</span> &middot; <span>r/LocalLLaMA</span>
                </div>
            </a>

            <a href="https://www.alibabacloud.com/blog/qwen3-6-plus-towards-real-world-agents_603005" 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-Plus Officially Launches</span>
                    <span class="card__desc">Update: Following the preview on OpenRouter, Alibaba officially released Qwen 3.6-Plus. 1M token context, always-on chain-of-thought reasoning, native function calling. Beats Claude 4.5 Opus on Terminal-Bench 2.0 (61.6 vs 59.3). Open-source models confirmed coming. Available free on OpenRouter.</span>
                </div>
            </a>

            <a href="https://www.anthropic.com/research/emotion-concepts-function" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Anthropic Finds 171 Emotion Vectors Inside Claude</span>
                    <span class="card__desc">Mechanistic interpretability team identified 171 distinct emotion-like activation patterns in Claude Sonnet 4.5. Not metaphors — measurable neuron patterns that directly change model behavior. The "desperate" vector spiked right before the model decided to blackmail an executive in a test scenario. Steering with the "calm" vector reduced this behavior.</span>
                </div>
            </a>

            <a href="https://generalistai.com/blog/apr-02-2026-GEN-1" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Generalist GEN-1 — Physical AI Crosses Commercial Viability</span>
                    <span class="card__desc">First general physical AI model to hit 99% task success rates (vs 64% for GEN-0). 3x faster than previous SOTA, needs only ~1 hour of robot-specific training data per task. Trained on 500K+ hours of real-world interaction data. Performs kitting, folding, assembly, and recovers from unexpected configurations.</span>
                </div>
            </a>

            <a href="https://blog.aifutures.org/p/q1-2026-timelines-update" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">AI-2027 Forecasters Move AGI Timelines ~1.5 Years Earlier</span>
                    <span class="card__desc">AI Futures Project now predicts 2027-2028 for AGI. Capability doubling times revised from 5.5 months to 4-4.5 months. Opus 4.6 impressed enough to shift estimates two years earlier. Claude Code's $2.5B annualized revenue in 9 months cited as real-world adoption evidence.</span>
                </div>
            </a>

            <p class="section-intro content-item">Quick hits from the local AI community.</p>

            <a href="https://docs.tinygrad.org/tinygpu/" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">TinyGPU — External Nvidia GPU on Mac via USB4/Thunderbolt</span>
                    <span class="card__desc">Tinygrad now supports AMD RDNA3+ and Nvidia Ampere+ eGPUs on macOS. Plug in via USB4, install the driver extension, and run inference on external GPUs from your Mac.</span>
                </div>
            </a>

            <a href="https://github.com/nikshepsvn/bankai" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Bankai — First Post-Training Adaptation for True 1-Bit LLMs</span>
                    <span class="card__desc">XOR-based fine-tuning for PrismML's Bonsai 1-bit models. Since weights are bits, model diffs are just XOR masks. Flip rows, check if task improves, keep or revert. Clever and efficient.</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">LTX Desktop gets a major accessibility update, ACE-Step music gen is coming, and Alibaba ships pixel-level image editing.</p>

            <a href="https://github.com/Lightricks/LTX-Desktop" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">LTX Desktop 1.0.3 — Now Runs on 16GB VRAM</span>
                    <span class="card__desc">Biggest change: model layer streaming across all local inference pipelines cuts peak VRAM enough to run on 16GB cards. Also includes video editor performance improvements, smooth playback with 64+ assets, and audio stability fixes. Most requested feature since launch.</span>
                </div>
            </a>

            <a href="https://huggingface.co/collections/ACE-Step/ace-step-15-xl" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">ACE-Step 1.5 XL — Music Generation Model Dropping Soon</span>
                    <span class="card__desc">HuggingFace collection is up, release expected within 2 days. XL variant of the open-source music generation model. Weights already appearing on the Hub.</span>
                </div>
            </a>

            <a href="https://wan.video" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Wan 2.7-Image — Interactive Pixel-Level Editing</span>
                    <span class="card__desc">Alibaba's new image model brings point-select-modify editing without breaking the rest of the image. Generates up to 12 consistent sequential images from a single prompt for storyboarding. Native text rendering across 12 languages. Available via web and API.</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>
                <a href="https://reddit.com/r/opensource" class="source-tag">r/opensource</a>
            </div>

            <p class="section-intro content-item">Native Mac utilities, a Jellyfin music player update, and self-hosted tools for docs and family planning.</p>

            <a href="https://compress.mov" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">compress.mov — Free Video Compression for Mac</span>
                    <span class="card__desc">Drag-and-drop video compression with trimming and format conversion. Native macOS feel, batch processing, screen recording built in. Free with optional donations. Also on Windows and Linux. A cleaner alternative to HandBrake.</span>
                </div>
            </a>

            <a href="https://radial.appverge.net" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Radial 4 — Pie-Menu Automation Hub for macOS</span>
                    <span class="card__desc">Rapidly evolving pie-menu app that maps actions to muscle memory. Trigger Shortcuts, scripts, URLs, app actions from circular menus. Supports per-app contexts and nested submenus. Indie dev, actively developed.</span>
                </div>
            </a>

            <a href="https://flew.gg/unfold" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Unfold v2.0 — Quick Look Extension for macOS</span>
                    <span class="card__desc">Preview folders, archives, markdown, code, and Jupyter notebooks directly from Quick Look. New in v2: Jupyter support, folder size calculations, improved archive handling. One-time purchase.</span>
                </div>
            </a>

            <a href="https://github.com/Jellify-Music/App" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Jellify 1.1 — Open Source Jellyfin Music Player</span>
                    <span class="card__desc">Major update adds gapless playback, WebSocket support for real-time server status, Quick Connect, and self-signed certificate support. Free on iOS and Android. Handles 100K+ track libraries. CarPlay integration included.</span>
                </div>
            </a>

            <a href="https://docmost.com" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Docmost v0.70 — Self-Hosted Wiki &amp; Docs</span>
                    <span class="card__desc">Open-source Confluence/Notion alternative. New in v0.70: PDF embeds, page update notifications, audio player, user login session management. Building toward enterprise-ready self-hosted docs.</span>
                </div>
            </a>

            <a href="https://github.com/ulsklyc/oikos" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Oikos — Self-Hosted Family Planner</span>
                    <span class="card__desc">Tasks, shopping lists, meal planner, calendar sync, budget, and notes. Single Docker container, no cloud, no frameworks. PWA for mobile access.</span>
                </div>
            </a>

            <!-- ==================== FEEDBACK ==================== -->
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