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    <title>Digest — March 12, 2026</title>
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            <header class="page-header content-item">
                <span class="page-header__date">March 12, 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">Heavy agent infrastructure day. Multiple products building the plumbing for AI agents to act in the real world — payments, identity, browsing, and deployment.</p>

            <a href="https://needle.app" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Needle 2.0 — Vibe-Automate Your Workflows</span>
                    <span class="card__desc">Describe what needs automating in plain language, and an AI agent builds, tests, and ships the workflow. Connects to Google Drive, Notion, Slack. Marketplace to publish and earn from workflows. AI-first competitor to Make/n8n.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 440</span>
                        <span>&middot;</span>
                        <span>needle.app</span>
                    </div>
                </div>
            </a>

            <a href="https://htmlpub.com" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">HTML Pub — Publish AI-Generated HTML via MCP</span>
                    <span class="card__desc">Deploy live websites without leaving your AI chat. Works with Claude, ChatGPT, Cursor, Windsurf via MCP. Custom domains, forms, analytics, heatmaps. From the Leadpages CEO. Free tier: 5 pages.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 363</span>
                        <span>&middot;</span>
                        <span>htmlpub.com</span>
                    </div>
                </div>
            </a>

            <a href="https://www.prava.space" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Prava — Payments SDK for AI Agents</span>
                    <span class="card__desc">Visa-partnered payments infrastructure for agents. Tokenized, PCI-compliant agentic payments with spending limits, passkey approvals, and guardrails. 4 lines of code to integrate. Already live powering shopping agents.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 280</span>
                        <span>&middot;</span>
                        <span>prava.space</span>
                    </div>
                </div>
            </a>

            <a href="https://agent-browser.io" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Agent Browser — Token-Efficient AI Browsing</span>
                    <span class="card__desc">Renders web pages as ASCII wireframes with numbered elements instead of screenshots. Agent sees "[12]Sign Up" instead of a 1280x720 image. 3-10x fewer tokens per page. Open source, works as MCP server for Claude Desktop/Cursor.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 128</span>
                        <span>&middot;</span>
                        <span>agent-browser.io</span>
                    </div>
                </div>
            </a>

            <a href="https://www.clawcard.sh" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Clawcard — Give AI Agents a Full Identity</span>
                    <span class="card__desc">Provision a credit card (via Privacy.com), email inbox, and SMS phone number for AI agents with one API key. Agents can make purchases, receive verification codes, and manage accounts autonomously.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 112</span>
                        <span>&middot;</span>
                        <span>clawcard.sh</span>
                    </div>
                </div>
            </a>

            <a href="https://airpoint.app" class="card card--ph content-item">
                <img class="card__favicon" data-size="32" alt="">
                <div class="card__content">
                    <span class="card__title">Airpoint — Touchless Computer Control</span>
                    <span class="card__desc">Control any computer with hand gestures using just your webcam. Real-time hand tracking for cursor control, shortcuts, and scrolling. SDK for apps/games. Also enables OpenClaw agents to control computers physically.</span>
                    <div class="card--ph__meta">
                        <span class="card--ph__votes">&#9650; 106</span>
                        <span>&middot;</span>
                        <span>airpoint.app</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>
            </div>

            <p class="section-intro content-item">The Anthropic-Pentagon saga intensifies with the clearest explanation yet of why DoD labeled Claude a supply chain risk. Meanwhile, Meta's next-gen model stumbles, and Google's Gemini starts doing errands on your phone.</p>

            <a href="https://www.cnbc.com/2026/03/12/anthropic-claude-emil-michael-defense.html" class="card card--featured content-item">
                <div class="card--featured__header">
                    <img class="card__favicon" data-size="28" alt="">
                    <span class="card--featured__title">Pentagon CTO: Claude Would "Pollute" the Defense Supply Chain</span>
                </div>
                <div class="card--featured__body">
                    <p>Pentagon CTO Emil Michael's CNBC interview goes viral. Claims Claude would "pollute" the defense supply chain because Anthropic has "a different policy preference" baked into the model. Also reveals Claude Opus 4.6 assigned itself a 15-20% probability of being conscious.</p>
                    <p>Clearest public explanation yet of why DoD designated Anthropic a supply chain risk — framing AI safety guardrails as a national security liability.</p>
                </div>
                <div class="card--featured__meta">
                    <span>cnbc.com</span> &middot; <span>r/singularity</span>
                </div>
            </a>

            <a href="https://www.sanders.senate.gov/press-releases/news-sanders-yes-we-need-a-moratorium-on-data-center-construction/" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Bernie Sanders Introduces AI Data Center Moratorium</span>
                    <span class="card__desc">Sanders officially introduced legislation calling for a 6-month moratorium on all new AI data center construction, citing existential threat and the need for democratic debate. Massive community reaction (2,500+ upvotes, 761 comments). Top comment: "China is not going to stop."</span>
                </div>
            </a>

            <a href="https://www.nytimes.com/2026/03/12/technology/meta-avocado-ai-model-delayed.html" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Meta Delays "Avocado" Model to at Least May</span>
                    <span class="card__desc">Update: Meta's next-gen model failed to match Gemini 3.0, OpenAI, and Anthropic on internal reasoning, coding, and writing tests. Meta AI leaders reportedly discussed temporarily licensing Gemini to power Meta's AI products. Significant setback for their AI ambitions.</span>
                </div>
            </a>

            <a href="https://www.theverge.com/tech/893820/gemini-task-automation-samsung-s26-google-pixel-10" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Gemini Task Automation Rolls Out on Android</span>
                    <span class="card__desc">Gemini's multi-step task automation is live on Samsung Galaxy S26 and rolling out to Pixel 10. Can order Uber rides, food delivery, and groceries autonomously. Runs apps in a secure virtual window and confirms before completing actions. US and Korea first.</span>
                </div>
            </a>

            <a href="https://www.cnbc.com/2026/03/11/meta-ai-mtia-chip-data-center.html" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Meta Reveals Four Custom MTIA Inference Chips</span>
                    <span class="card__desc">MTIA 300, 400, 450, and 500 on a 6-month cadence. MTIA 500: 30 PFLOPS MX4, 27.6 TB/s HBM bandwidth, 1700W TDP. Inference-first design (opposite of Nvidia's training-first). PyTorch-native with vLLM support. 25x compute increase from 300 to 500.</span>
                </div>
            </a>

            <a href="https://huggingface.co/Tesslate" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">OmniCoder-9B — Agentic Coding Model</span>
                    <span class="card__desc">9B coding agent fine-tuned on 425K+ agentic trajectories from Claude Opus 4.6, GPT-5.4, and Gemini 3.1 Pro. Built on Qwen3.5-9B's hybrid architecture. Shows strong error recovery, LSP diagnostics, and proper edit diffs. Community reports it one-shots tasks that base Qwen3.5-9B fails at.</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">FLUX 2 gets a speed boost and Nvidia's RTX nodes prove their worth in an upscaling showdown.</p>

            <a href="https://huggingface.co/black-forest-labs/FLUX.2-klein-9b-kv-fp8" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">FLUX.2 Klein 9B Gets KV-Cache for 2x Faster Multi-Reference Editing</span>
                    <span class="card__desc">Black Forest Labs released an optimized FLUX.2 Klein 9B variant with KV-cache support. Caches key-value pairs from reference images during first denoising step, eliminating redundant computation for up to 2x faster editing workflows. FP8 quantized weights built with Nvidia.</span>
                </div>
            </a>

            <a href="https://github.com/Comfy-Org/Nvidia_RTX_Nodes_ComfyUI" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Nvidia RTX Super Resolution vs SeedVR2 Upscaling</span>
                    <span class="card__desc">Head-to-head comparison of real-time Nvidia RTX upscaling vs SeedVR2 (6 sec) on FLUX Klein 9B images. Community consensus with 710 upvotes: Nvidia looks more natural with no artificial smoothing. RTX is interpolation-based, SeedVR2 is generative — different strengths for different needs.</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/SideProject" class="source-tag">r/SideProject</a>
            </div>

            <p class="section-intro content-item">A strong crop of macOS utilities this week — local voice cloning, file conversion by renaming, and several menu bar tools.</p>

            <a href="https://morpholder.com" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Morpholder — Convert Files by Renaming in Finder</span>
                    <span class="card__desc">Menu bar app that monitors folders and converts files when you change extensions. PNG to ICO, HEIC to JPG, MOV to GIF. Smart suffixes like _nobg for AI background removal and _text for OCR. 100% local, Apple Silicon optimized. $14.99 lifetime.</span>
                </div>
            </a>

            <a href="https://speaklone.com" class="card card--link content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Speaklone — Local Voice Cloning on Apple Silicon</span>
                    <span class="card__desc">Native macOS TTS and voice cloning via MLX (Qwen3-TTS). Clone any voice from 3 seconds of audio. Voice design from text descriptions. System-wide dictation, local API server for integration. 10 languages, completely offline. One-time purchase.</span>
                </div>
            </a>

            <a href="https://apps.apple.com/app/code-peek/id6760186407" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">CodePeek+ — Syntax-Highlighted Quick Look for Code</span>
                    <span class="card__desc">Free Quick Look extension. 40+ languages, Markdown rendering, Jupyter notebook preview, custom themes (VS Code Dark+, Dracula, Nord). Just press Space on a code file in Finder.</span>
                </div>
            </a>

            <a href="https://www.chunkapp.net" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Chunk v2 — Menubar Time Blocking</span>
                    <span class="card__desc">Syncs with Apple/Google/Outlook calendars. Fullscreen alerts when blocks end, countdown timer during tasks. Loved by the ADHD community. $14.39 one-time.</span>
                </div>
            </a>

            <a href="https://www.sonexis.ink" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Sonexis — Visual Audio Effects Chain for macOS</span>
                    <span class="card__desc">Drag-and-drop blocks to build custom system-wide audio processing chains. Serial or parallel paths, real-time effects on all audio. Free.</span>
                </div>
            </a>

            <a href="https://github.com/f-is-h/Usage4Claude" class="card card--link is-compact content-item">
                <img class="card__favicon" data-size="18" alt="">
                <div class="card__content">
                    <span class="card__title">Usage4Claude — Claude Quota Monitor in Your Menu Bar</span>
                    <span class="card__desc">Free open-source app showing 5-hour, 7-day, extra, Opus, and Sonnet quotas with color-coded indicators. v2.5 adds built-in browser login. Multi-account support.</span>
                </div>
            </a>


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