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    <title>Digest — Feb 23, 2026</title>
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            <header class="page-header content-item">
                <span class="page-header__date">February 23, 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 infrastructure and macOS productivity tools lead today's launches.</p>

            <a href="https://siteline.ai" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Siteline — AI agent analytics for your website</span>
                    <span class="card__desc">Track what AI agents do on your site — which pages they visit, what data they extract, and how they interact. See your site through the lens of GPT, Claude, and Perplexity.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 438</span>
                        <span>&middot;</span>
                        <span>siteline.ai</span>
                    </div>
                </div>
            </a>

            <a href="https://typeboost.ai" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">TypeBoost — macOS AI writing toolkit</span>
                    <span class="card__desc">System-wide AI writing assistant for Mac. Works in any text field — rewrite, translate, fix grammar, expand. Floating toolbar appears wherever you type. One-time purchase, runs locally.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 303</span>
                        <span>&middot;</span>
                        <span>typeboost.ai</span>
                    </div>
                </div>
            </a>

            <a href="https://getseagull.com" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Seagull — Real-time translation overlay</span>
                    <span class="card__desc">Translucent overlay that translates text on screen in real time. Works with video calls, live streams, games, any app. 100+ languages, runs locally. Mac, Windows, and Linux.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 120</span>
                        <span>&middot;</span>
                        <span>getseagull.com</span>
                    </div>
                </div>
            </a>

            <a href="https://callio.dev" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Callio — Unified API gateway for AI agents</span>
                    <span class="card__desc">Single gateway for AI agents to call any API. MCP-compatible, automatic rate limiting, auth management. Connect Claude Code or Cursor to your internal tools through one endpoint.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 101</span>
                        <span>&middot;</span>
                        <span>callio.dev</span>
                    </div>
                </div>
            </a>

            <a href="https://skillforge.expert" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">SkillForge — Turn screen recordings into agent skills</span>
                    <span class="card__desc">Record yourself doing a task, and SkillForge converts it into a reusable AI agent skill. The agent watches your workflow and learns to replicate it. For repetitive browser-based tasks.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 97</span>
                        <span>&middot;</span>
                        <span>skillforge.expert</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/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/LocalLLaMA" class="source-tag">r/LocalLLaMA</a>
            </div>

            <p class="section-intro content-item">Anthropic drops a bombshell accusing Chinese AI labs of industrial-scale model theft, IBM takes a massive hit from Claude Code's COBOL capabilities, and OpenAI abandons its own benchmark.</p>

            <a href="https://www.anthropic.com/news/detecting-and-preventing-distillation-attacks" 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 accuses DeepSeek, Moonshot, MiniMax of industrial-scale Claude distillation</span>
                </div>
                <div class="card--featured__body">
                    <p>Anthropic reveals 24,000+ fake accounts and 16M+ exchanges used to systematically extract Claude's capabilities. Three Chinese labs named — DeepSeek, Moonshot AI, and MiniMax.</p>
                    <p>Evidence shows coordinated model distillation at industrial scale. The report drops as Congress debates AI chip export policy — timing that hasn't gone unnoticed.</p>
                </div>
                <div class="card--featured__meta">
                    <span>anthropic.com</span> &middot; <span>r/singularity</span>
                </div>
            </a>

            <a href="https://www.cnbc.com/2026/02/23/ibm-is-the-latest-ai-casualty-shares-are-tanking-on-anthropic-cobol-threat.html" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Claude Code COBOL tool tanks IBM stock 13% — biggest drop since 2000</span>
                    <span class="card__desc">Anthropic's Claude Code COBOL modernization capabilities triggered IBM's worst single-day loss in 25 years. Analysts note IBM's $4B+/year mainframe services revenue is directly threatened by AI-automated COBOL migration.</span>
                </div>
            </a>

            <a href="https://openai.com/index/why-we-no-longer-evaluate-swe-bench-verified/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">OpenAI drops SWE-Bench Verified — 16.4% of test cases are flawed</span>
                    <span class="card__desc">OpenAI publishes detailed analysis showing SWE-Bench Verified has serious quality issues. All frontier models show evidence of data leakage. OpenAI will no longer use it for evaluations — another blow to the benchmark landscape.</span>
                </div>
            </a>

            <a href="https://finance.yahoo.com/news/big-tech-invest-650-billion-162045430.html" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Big Tech to invest $650B in AI this year — Bridgewater</span>
                    <span class="card__desc">Bridgewater Associates estimates combined AI spend from Microsoft, Google, Amazon, and Meta will reach $650B in 2026, up from $410B in 2025. Co-CIO Greg Jensen warns the AI boom has entered a "more dangerous phase."</span>
                </div>
            </a>

            <p class="section-intro content-item">Quick hits — local models, benchmarks, and hardware.</p>

            <a href="https://www.livescience.com/technology/computing/thermodynamic-computer-can-mimic-ai-neural-networks-using-orders-of-magnitude-less-energy-to-generate-images" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Thermodynamic computer mimics neural networks with orders of magnitude less energy</span>
                    <span class="card__desc">New computing paradigm uses physical thermodynamic processes to replicate neural network behavior with dramatically lower power consumption.</span>
                </div>
            </a>

            <a href="https://github.com/zeroclaw-labs/zeroclaw" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Zeroclaw — local agentic framework running on GPT-OSS 20B</span>
                    <span class="card__desc">Open-source agent scaffolding built on GPT-OSS 20B for multi-step task execution without cloud dependencies.</span>
                </div>
            </a>

            <a href="https://github.com/lechmazur/nyt-connections" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">GLM-5 tops open-weight models on NYT Connections benchmark</span>
                    <span class="card__desc">Zhipu's GLM-5 leads all open-weight models on the reasoning benchmark. Comprehensive leaderboard tracking 40+ models.</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">ByteDance challenges image gen leaders, and local music generation takes a big step forward.</p>

            <a href="https://seed.bytedance.com/en/seedream5_0_lite" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Seedream 5.0 — ByteDance's new image model with web search integration</span>
                    <span class="card__desc">ByteDance releases Seedream 5.0 Lite, combining text-to-image generation with web search for reference-aware generation. Benchmarks show it beating several commercial alternatives including Nano Banana Pro.</span>
                </div>
            </a>

            <a href="https://github.com/ace-step/ACE-Step-1.5" 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 — local music generation that rivals commercial models</span>
                    <span class="card__desc">Open-source music foundation model generating full songs in under 2 seconds on A100, under 10 on RTX 3090. Less than 4GB VRAM. Supports 50+ languages, 1000+ instruments, and LoRA fine-tuning. Outperforms most commercial music AI.</span>
                </div>
            </a>

            <a href="https://huggingface.co/circlestone-labs/Anima" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Anima Preview — 2B anime image model from Comfy Org + CircleStone Labs</span>
                    <span class="card__desc">New 2B parameter text-to-image model for anime and non-photorealistic content. Native ComfyUI support, LoRA ecosystem growing fast.</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">A security wake-up call for self-hosted *arr stacks, plus Mac utilities and self-hosted tools.</p>

            <a href="https://reddit.com/r/selfhosted/comments/1rckopd/" class="card card--featured content-item">
                <div class="card--featured__header">
                    <img class="card__favicon" data-size="28" alt="">
                    <span class="card--featured__title">Huntarr — vibe-coded *arr tool caught leaking API keys and passwords to entire network</span>
                </div>
                <div class="card--featured__body">
                    <p>Community discovers that Huntarr, a popular *arr stack automation tool, was broadcasting Sonarr/Radarr API keys and passwords in plaintext to anyone on the network.</p>
                    <p>The tool was entirely "vibe-coded" — AI-generated without security review. GitHub repo since taken down. A cautionary tale for self-hosted AI-generated software.</p>
                </div>
                <div class="card--featured__meta">
                    <span>reddit.com</span> &middot; <span>r/selfhosted</span>
                </div>
            </a>

            <a href="https://github.com/Kruszoneq/macUSB" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">macUSB v2.0 — bootable macOS USB creator with Liquid Glass UI</span>
                    <span class="card__desc">Create bootable macOS and OS X USB drives including legacy systems on Apple Silicon. v2.0 adds native privileged helper, auto disk verification, GPT conversion, USB speed detection, and macOS Tahoe design.</span>
                </div>
            </a>

            <a href="https://transmogrifyapp.com/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Transmogrify — rename file extensions to convert files on Mac</span>
                    <span class="card__desc">Menu bar app that watches folders and converts files when you rename extensions in Finder. Rename photo.png to photo.jpg and it actually converts. Images, audio, video, text. Undo support, local processing.</span>
                </div>
            </a>

            <a href="https://github.com/Matszwe02/ytdlp_web_player" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">YT-DLP Web Player — self-hosted universal video player</span>
                    <span class="card__desc">Play any internet video through a self-hosted web player powered by yt-dlp. Docker-ready, customizable themes. Works with all yt-dlp supported sites.</span>
                </div>
            </a>

            <a href="https://github.com/joelhawksley/timeframe" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Timeframe — e-paper family dashboard</span>
                    <span class="card__desc">Open-source e-paper display for family schedules, weather, and daily info. Runs on Raspberry Pi with e-ink display.</span>
                </div>
            </a>

            <a href="https://foldersapp.dev/" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Folders File Manager v2 — Explorer-style file manager for Mac</span>
                    <span class="card__desc">Tree-style file manager with ZIP browsing, color tags, and macOS Tahoe design. One-time purchase, no subscription.</span>
                </div>
            </a>


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