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    <title>Digest — Feb 04, 2026</title>
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            <header class="page-header content-item">
                <span class="page-header__date">February 04, 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">Xcode gets agentic coding with Claude and Codex built in. Plus open-source coding models, a managed SQLite database, and macOS sandboxing for TUI apps.</p>

            <a href="https://www.apple.com/newsroom/2026/02/xcode-26-point-3-unlocks-the-power-of-agentic-coding/" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Xcode 26.3 — Agentic Coding with Claude &amp; Codex</span>
                    <span class="card__desc">Apple integrates Anthropic's Claude Agent and OpenAI's Codex directly into Xcode. Agents can search docs, explore file structures, update project settings, capture Previews, and iterate through builds. Full MCP support lets any compatible agent interact with Xcode's capabilities.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 282</span>
                        <span>&middot;</span>
                        <span>apple.com</span>
                    </div>
                </div>
            </a>

            <a href="https://bunny.net/database/" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Bunny Database — Managed SQLite for the Web</span>
                    <span class="card__desc">SQLite-compatible managed database built on libSQL. Deploys across 41 regions, scales to zero when idle. SDKs for TS/JS, Go, Rust, .NET. Free public preview: 50 databases, 1GB each.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 205</span>
                        <span>&middot;</span>
                        <span>bunny.net</span>
                    </div>
                </div>
            </a>

            <a href="https://getunblocked.com/code-review/" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Unblocked Code Review — AI Review with Full Context</span>
                    <span class="card__desc">AI code review that pulls context from your entire repo, Slack, Jira, docs, and PR history. Every comment includes cited sources. Learns team conventions with near-zero false positive rate.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 125</span>
                        <span>&middot;</span>
                        <span>getunblocked.com</span>
                    </div>
                </div>
            </a>

            <a href="https://multitui.com" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Multitui — Sandboxed macOS Apps for TUI Programs</span>
                    <span class="card__desc">macOS app factory that generates sandboxed native apps for Claude Code, Codex, lazygit, and other TUI programs. Uses sandbox-exec for filesystem protection without VMs. Each TUI gets a .app with dock icon and Spotlight integration. Free for personal use.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 114</span>
                        <span>&middot;</span>
                        <span>multitui.com</span>
                    </div>
                </div>
            </a>

            <a href="https://allenai.org/blog/open-coding-agents" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">SERA — Open-Source Coding Agent Models (8B/14B/32B)</span>
                    <span class="card__desc">AI2's open coding agents. SERA-32B solves 54.2% of SWE-Bench Verified, trained in just 40 GPU days on Qwen 3. Open weights, data, and training recipes. Reproduction costs ~$400. Claude Code integration via sera-cli.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 99</span>
                        <span>&middot;</span>
                        <span>allenai.org</span>
                    </div>
                </div>
            </a>

            <a href="https://www.assemblyai.com/universal-3-pro" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Universal-3 Pro — Promptable Speech Model</span>
                    <span class="card__desc">First promptable speech language model from AssemblyAI. Control transcription with natural language instructions and domain context. 1,000 keyterms, audio tagging, 6-language code-switching. Free for February (5,000 hours).</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 90</span>
                        <span>&middot;</span>
                        <span>assemblyai.com</span>
                    </div>
                </div>
            </a>

            <a href="https://github.com/singerbj/ember-mug" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Ember Mug CLI — Control Your Mug from the Terminal</span>
                    <span class="card__desc">TypeScript CLI for Ember smart mugs. Temperature control, presets, battery monitoring, dynamic themes. Built with Ink (React for CLIs). Open source.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 101</span>
                        <span>&middot;</span>
                        <span>github.com</span>
                    </div>
                </div>
            </a>

            <a href="https://www.gitguessr.com" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">GitGuessr — GeoGuessr for Code</span>
                    <span class="card__desc">Drops you into a random location in a real GitHub repo with hidden code lines. Train your code reading skills across Python, TypeScript, and JavaScript. Community-created maps.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 95</span>
                        <span>&middot;</span>
                        <span>gitguessr.com</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/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">Anthropic dominates the news cycle — ad-free pledge with a Super Bowl spot, and a wake-up call that rattled software stocks. Meanwhile, open-source models keep closing the gap.</p>

            <a href="https://www.anthropic.com/news/claude-is-a-space-to-think" class="card card--featured content-item">
                <div class="card--featured__header">
                    <img class="card__favicon" data-size="28" alt="">
                    <span class="card--featured__title">Anthropic Pledges Claude Will Always Be Ad-Free</span>
                </div>
                <div class="card--featured__body">
                    <p>Anthropic aired a Super Bowl ad declaring AI should be "a space to think, not a space to sell." The company pledges Claude will remain subscription-funded only — no ads, no data selling, ever.</p>
                    <p>A bold move that draws a clear line against ad-funded AI models. The full announcement details their reasoning and long-term commitment to keeping Claude an independent thinking tool.</p>
                </div>
                <div class="card--featured__meta">
                    <span>anthropic.com</span> &middot; <span>r/singularity</span>
                </div>
            </a>

            <a href="https://us.cnn.com/2026/02/04/investing/us-stocks-anthropic-software" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Anthropic's AI Warning Crashes Software Stocks</span>
                    <span class="card__desc">Global software stocks fell after Anthropic CEO Dario Amodei warned that traditional SaaS companies face existential disruption from AI agents. ServiceNow, Salesforce, and Workday saw significant drops.</span>
                </div>
            </a>

            <a href="https://www.reddit.com/r/singularity/comments/1ihvv1m/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Columbia Physicist: AI Now Does 90% of My Research Work</span>
                    <span class="card__desc">Astrophysicist David Kipping shares that AI handles 90% of his workflow — coding, analysis, literature review. A significant firsthand account of how AI is transforming scientific research from someone at the top of the field.</span>
                </div>
            </a>

            <a href="https://www.klingai.com/global/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Kling 3.0 — Unified Video, Image &amp; Audio Generation</span>
                    <span class="card__desc">Kuaishou releases Kling 3.0 with a single architecture handling video, image, and audio generation. Major upgrade in video quality, consistency, and motion. Free tier available.</span>
                </div>
            </a>

            <a href="https://www.datacamp.com/blog/gpt-5-2" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">GPT-5.2 Completes METR Tasks in 6.6 Hours Average</span>
                    <span class="card__desc">METR evaluation shows GPT-5.2 completes autonomous research tasks in 6.6 hours average, down from 12+ hours for GPT-5.0. Significant improvement in agentic task completion speed.</span>
                </div>
            </a>

            <a href="https://huggingface.co/mistralai/Voxtral-Mini-4B-Realtime-2602" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Voxtral Mini 4B Realtime — Open-Source Speech Model</span>
                    <span class="card__desc">Mistral's open-source speech-to-text model. 4B parameters, real-time streaming, Apache 2.0 license. Competitive with Whisper large at a fraction of the size. Runs locally.</span>
                </div>
            </a>

            <a href="https://huggingface.co/internlm/Intern-S1-Pro" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Intern-S1-Pro — 1T MoE for Scientific Reasoning</span>
                    <span class="card__desc">Shanghai AI Lab releases a 1 trillion parameter MoE model focused on scientific reasoning. Open weights with strong performance on math, physics, and chemistry benchmarks.</span>
                </div>
            </a>

            <a href="https://www.reddit.com/r/LocalLLaMA/comments/1ihx0uy/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Lessons from Running an H100 Cluster</span>
                    <span class="card__desc">Detailed firsthand account covering networking pitfalls, NCCL tuning, checkpoint strategies, and cost optimization for large-scale GPU infrastructure. Practical guide for anyone scaling up LLM training.</span>
                </div>
            </a>

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

            <a href="https://github.com/trycua/cua" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">CuaBot v1.0 — Open-Source Computer Use Sandbox</span>
                    <span class="card__desc">Run AI agents that control virtual desktops safely. Supports Claude, GPT, and local models. Docker-based isolation.</span>
                </div>
            </a>

            <a href="https://research.perplexity.ai/articles/evaluating-deep-research-performance-in-the-wild-with-the-draco-benchmark" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Perplexity Advanced Deep Research + DRACO Benchmark</span>
                    <span class="card__desc">New deep research mode with DRACO benchmark for evaluating real-world research performance on complex multi-step queries.</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/midjourney" class="source-tag">r/midjourney</a>
                <a href="https://reddit.com/r/comfyui" class="source-tag">r/comfyui</a>
            </div>

            <p class="section-intro content-item">ComfyUI puts $1M behind open AI models, and the community finds a major LoRA training improvement for FLUX.</p>

            <a href="https://www.reddit.com/r/StableDiffusion/comments/1ihvdqk/" class="card card--featured content-item">
                <div class="card--featured__header">
                    <img class="card__favicon" data-size="28" alt="">
                    <span class="card--featured__title">ComfyUI Announces $1M Open AI Grant + Anima Model</span>
                </div>
                <div class="card--featured__body">
                    <p>ComfyUI launches a $1M grant program to fund open-source AI model development, plus their first in-house generative model called Anima. A major investment in keeping the generative AI ecosystem open and community-driven.</p>
                </div>
                <div class="card--featured__meta">
                    <span>reddit.com</span> &middot; <span>r/StableDiffusion</span>
                </div>
            </a>

            <a href="https://www.reddit.com/r/StableDiffusion/comments/1ihw2cm/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">FP8 Optimizer Dramatically Improves LoRA Training</span>
                    <span class="card__desc">Community discovers FP8 optimizer reduces VRAM usage while producing better LoRA results for FLUX and SD3.5. Drop-in fix for existing training pipelines — a significant quality-of-life improvement.</span>
                </div>
            </a>

            <a href="https://www.reddit.com/r/StableDiffusion/comments/1ihx8rk/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Ref2Font — Generate Font Atlases from 2 Letters</span>
                    <span class="card__desc">AI model that creates complete font character sets from just 2 reference letters with consistent style. Useful for designers and game developers needing custom typography.</span>
                </div>
            </a>

            <a href="https://github.com/Mexes1978/comfyui-comfysketch" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">ComfySketch — Freehand Drawing Node for ComfyUI</span>
                    <span class="card__desc">Draw masks, guides, and control images directly in ComfyUI. Pressure-sensitive with layer support.</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/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 macOS utilities for Google Drive and HomeKit, plus self-hosted dashboards and a TUI for GitHub Actions.</p>

            <a href="https://www.reddit.com/r/macapps/comments/1ihwqf3/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">GoogleDriveSync — Lightweight Native Menu Bar Sync</span>
                    <span class="card__desc">Native macOS menu bar app for Google Drive sync. Supports multiple accounts, selective sync, real-time file watching. No Electron, minimal resource usage compared to Google's official app.</span>
                </div>
            </a>

            <a href="https://www.reddit.com/r/macapps/comments/1ihx1qp/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Itsyhome — HomeKit Controls in Your Menu Bar</span>
                    <span class="card__desc">Tiny menu bar app for controlling HomeKit devices. Quick toggles for lights, locks, thermostats without opening Home app. Native SwiftUI, no account required.</span>
                </div>
            </a>

            <a href="https://github.com/glanceapp/glance" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Glance — Self-Hosted Dashboard That People Actually Use</span>
                    <span class="card__desc">Aggregates RSS feeds, Reddit, weather, bookmarks, and more into a clean single-page view. Users migrating from Homarr praise its speed and simplicity. YAML config, Docker-ready.</span>
                </div>
            </a>

            <a href="https://www.reddit.com/r/selfhosted/comments/1ihwk8z/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Homepage UI Editor — Visual Config for Homepage Dashboard</span>
                    <span class="card__desc">Drag-and-drop editor for Homepage dashboard. Configure widgets, layouts, and services without editing YAML. Real-time preview — major quality-of-life improvement.</span>
                </div>
            </a>

            <p class="section-intro content-item">Quick hits — small tools and utilities.</p>

            <a href="https://www.reddit.com/r/macapps/comments/1ihxbvw/" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">InfyniDock — macOS Dock Replacement</span>
                    <span class="card__desc">Multiple docks, app grouping, customizable appearance. Free lifetime license during launch.</span>
                </div>
            </a>

            <a href="https://github.com/nnnkkk7/lazyactions" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">LazyActions — TUI for GitHub Actions</span>
                    <span class="card__desc">Monitor runs, trigger workflows, view logs from the terminal. Lazygit-inspired interface.</span>
                </div>
            </a>

            <a href="https://www.reddit.com/r/selfhosted/comments/1ihxe2m/" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Neohabit — Self-Hosted Periodic Habit Tracker</span>
                    <span class="card__desc">Tracks weekly, monthly, and quarterly habits. Clean UI, Docker deployment, SQLite backend.</span>
                </div>
            </a>

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