<?php
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    $entry .= "$suggestion\n\n---\n";

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?>
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    <title>Digest — January 1, 2026</title>
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            <header class="page-header content-item">
                <span class="page-header__date">January 1, 2026</span>
                <span class="page-header__credits">AI-DIGEST BY MAURO SICARD</span>
            </header>


            <!-- PRODUCT HUNT SECTION -->
            <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">New Year's Day launches — AI copilots, strict reminders, and developer tools.</p>

            <a href="https://apps.apple.com/us/app/mom-clock/id6756094442" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Mom Clock — Strict Reminder & App Blocker</span>
                    <span class="card__desc">No snooze, no "5 more minutes." When it's time to act, it blocks distracting apps until you do. Built for procrastinators who are tired of negotiating with themselves.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 397</span>
                        <span>·</span>
                        <span>apps.apple.com</span>
                    </div>
                </div>
            </a>

            <a href="https://itshover.com" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Its Hover — Animated React Icons</span>
                    <span class="card__desc">Icon library where animation is a core feature. Icons respond to user intent with motion. Built for React/Next.js and shadcn. Open source and community-owned.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 226</span>
                        <span>·</span>
                        <span>itshover.com</span>
                    </div>
                </div>
            </a>

            <a href="https://friendware.ai" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Friendware — Tab-to-Complete Everywhere on macOS</span>
                    <span class="card__desc">Native macOS AI copilot with system-wide tab completion. Uses screen context to understand what you're doing. No copy-pasting to ChatGPT needed.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 155</span>
                        <span>·</span>
                        <span>friendware.ai</span>
                    </div>
                </div>
            </a>

            <a href="https://chromewebstore.google.com/detail/onlyhate/mnlhecjmfpphhbioekgfdhajfhjclcok" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">OnlyHate — Filter Out Positive Comments</span>
                    <span class="card__desc">Chrome extension that hides positive comments to surface criticism and complaints. Useful for finding real product feedback or spotting issues before buying.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 107</span>
                        <span>·</span>
                        <span>chrome web store</span>
                    </div>
                </div>
            </a>

            <a href="https://huey.design" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Huey — Color Palette Generator</span>
                    <span class="card__desc">Creates structured palettes with hierarchy using the 60-30-10 principle. Pin colors you like, regenerate the rest. Shows HEX/RGB/HSL/CMYK values. Free, no signup.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 10</span>
                        <span>·</span>
                        <span>huey.design</span>
                    </div>
                </div>
            </a>


            <!-- AI-LLMs SECTION -->
            <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/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/openai" class="source-tag">r/openai</a>
            </div>

            <p class="section-intro content-item">New Year, new architectures — DeepSeek drops a scaling innovation, and new local models emerge.</p>

            <a href="https://arxiv.org/abs/2512.24880" class="card card--featured content-item">
                <div class="card--featured__header">
                    <img class="card__favicon" data-size="28" alt="">
                    <span class="card--featured__title">DeepSeek mHC: New Scaling Architecture</span>
                </div>
                <div class="card--featured__body">
                    <p>DeepSeek released mHC (Manifold-Constrained Hyper-Connections), a new scaling architecture that lets you widen the model's "thinking stream" without training instability.</p>
                    <p>Like widening elevator shafts in a skyscraper to move more information between floors simultaneously. Claims better final training loss and stable large-scale training. Expected to appear in DeepSeek V4.</p>
                </div>
                <div class="card--featured__meta">
                    <span>arxiv.org</span> · <span>r/singularity</span>
                </div>
            </a>

            <a href="https://github.com/SuriyaaMM/feather" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Software FP8 for Older GPUs</span>
                    <span class="card__desc">Brings FP8 to GPUs without native support (RTX 30/20 series). Uses bitwise operations and Triton kernels to pack lower-precision values. Claims 3x speedup on memory-bound operations. Could extend the life of mid-tier GPUs for training.</span>
                </div>
            </a>

            <a href="https://github.com/IQuestLab/IQuest-Coder-V1" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">IQuest-Coder-V1: 40B Coding Model</span>
                    <span class="card__desc">New 40B coding model from Chinese quant trading company. Claims SOTA on SWE-Bench Verified (81.4%), BigCodeBench (49.9%), LiveCodeBench v6 (81.1%). Uses "Code-Flow" training on repository evolution. Already merged into llama.cpp.</span>
                </div>
            </a>

            <a href="https://reddit.com/r/OpenAI/comments/1q16v89" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">OpenAI New Audio Model Coming Q1 2026</span>
                    <span class="card__desc">New voice architecture for standalone audio device. Features natural/emotional speech, faster responses, real-time interruption for "companion-style AI."</span>
                </div>
            </a>


            <!-- GENAI-MEDIA SECTION -->
            <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">Z-Image Turbo workflows and practical tools for image generation.</p>

            <a href="https://github.com/Tavris1/AI-Toolkit-Easy-Install" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Z-Image Turbo Training Presets (12GB VRAM)</span>
                    <span class="card__desc">Training presets for Z-Image Turbo LoRAs on 12GB VRAM using AI-Toolkit. Includes settings for character LoRAs with good results. One-click easy install via GitHub.</span>
                </div>
            </a>

            <a href="https://civitai.com/models/2268008/realistic-snapshot-z-image-turbo" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Realistic Snapshot LoRA for Z-Image Turbo</span>
                    <span class="card__desc">LoRA for candid/amateur photography look. Captures "camera roll" aesthetic with direct flash, high ISO grain, imperfect lighting. Works at 0.60 strength as general realism booster.</span>
                </div>
            </a>

            <a href="https://reddit.com/r/comfyui/comments/1q14sre" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">MAP Auto-Tuner for ComfyUI</span>
                    <span class="card__desc">Custom node that automatically tunes Steps/CFG using geometric analysis. Built by RF engineer. Uses oscilloscope-style signal analysis to find mathematically stable parameters.</span>
                </div>
            </a>

            <a href="https://reddit.com/r/comfyui/comments/1q1i5jo" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Z-Image Turbo Vector Graphics LoRA</span>
                    <span class="card__desc">Multi-concept LoRA for generating vector graphics, SVGs, logos, silhouettes, and stencils.</span>
                </div>
            </a>


            <!-- APPS-SOFTWARE SECTION -->
            <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/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">Self-hosted tools — SSH management, torrent UIs, and utilities.</p>

            <a href="https://github.com/Termix-SSH/Termix" class="card card--featured content-item">
                <div class="card--featured__header">
                    <img class="card__favicon" data-size="28" alt="">
                    <span class="card--featured__title">Termix: Self-Hosted Termius Alternative</span>
                </div>
                <div class="card--featured__body">
                    <p>All-in-one server management platform with SSH terminal, tunneling, file management, Docker management, and RBAC.</p>
                    <p>Open-source, forever-free. Finally a real alternative to Termius for teams who want to self-host their SSH management.</p>
                </div>
                <div class="card--featured__meta">
                    <span>github.com</span> · <span>r/selfhosted</span>
                </div>
            </a>

            <a href="https://reddit.com/r/selfhosted/comments/1q17pfp" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">qbitwebui — Modern qBittorrent Frontend</span>
                    <span class="card__desc">Lightweight frontend built with Vite. Real-time stats, filtering by tracker/category, collapsible details panel. Cleaner than the default webui.</span>
                </div>
            </a>

            <a href="https://karakeep.app/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Karakeep v0.30 — Bookmark Manager with AI</span>
                    <span class="card__desc">Self-hosted bookmark manager with AI tagging and summarization. 22k GitHub stars. v0.30 brings improvements to sharing and retrieval.</span>
                </div>
            </a>

            <a href="https://reddit.com/r/selfhosted/comments/1q11s7a" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Inkheart — Self-Hosted PDF Organization</span>
                    <span class="card__desc">PDF organization and reader. Handles large PDFs better than Google Drive. Simpler than Calibre when you just need PDF organization.</span>
                </div>
            </a>

            <a href="https://reddit.com/r/selfhosted/comments/1q1bmee" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">macblock — Local Pi-hole for macOS</span>
                    <span class="card__desc">CLI for local DNS sinkhole. No server, no Docker — runs locally on your Mac.</span>
                </div>
            </a>

            <a href="https://github.com/kasteckis/TempFastMail" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">TempFastMail — Self-Hosted Disposable Email</span>
                    <span class="card__desc">Create temporary inboxes on your own server. Full control and privacy.</span>
                </div>
            </a>


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