From Product Hunt

AI automation tools and Apple’s surprise $599 MacBook headlined today, with MCP infrastructure and developer utilities rounding things out.

Aident AI — Automate Any Business Workflow AI automation platform with 1,000+ native integrations. Build multi-step workflows that connect your tools — CRM, email, databases — with MCP protocol support. Handles tasks that would require Zapier plus custom code.
▲ 325 · aident.ai
Apple MacBook Neo — $599 Mac for Everyone Apple’s most affordable laptop ever. A18 Pro chip, 13-inch Liquid Retina display, 16-hour battery, aluminum body in four colors. Pre-orders live, ships March 11.
▲ 322 · apple.com
Golf — Enterprise MCP Control Plane YC-backed platform for managing Model Context Protocol servers at scale. Discovery, access control, audit logging, and versioning for MCP tools across your organization.
▲ 187 · golf.dev
Supa Social — Self-Hosted Community Platform Open-source alternative to Circle and Discord for communities. Built with Next.js and Once UI. Real-time chat, forums, events, and member management. Self-host or use their cloud.
▲ 118 · once-ui.com
Vois — Local Text-to-Speech Studio Run TTS entirely on your machine with voice cloning from 15-second samples. 63 built-in voices, Rust backend for speed. No API keys, no cloud — all processing stays local.
▲ 94 · vois.so
Itsyconnect — App Store Connect for Your Menu Bar Native macOS client for managing your App Store apps. Sales, downloads, reviews, and crash reports at a glance. Open-source (AGPL-3.0), one-time purchase €19.99.
▲ 91 · itsyconnect.com
From Reddit

A landmark day. GPT-5.4 officially drops with native computer use and 1M token context, FlashAttention-4 pushes GPU utilization past 70%, and the Pentagon formally labels Anthropic a supply chain risk — a first for any American company.

FlashAttention-4 Hits 1,605 TFLOPs/s — 71% GPU Utilization on B200 Together AI’s next-gen attention kernel achieves 1.3× faster than cuDNN 9.13 and 4× faster at long sequences. Designed for Hopper and Blackwell GPUs with fully asynchronous MMA and larger tile sizes. Published alongside Together’s first AI Native Conference.
Pentagon Formally Designates Anthropic a Supply Chain Risk The DOD sent Anthropic formal notification that it’s now designated a supply chain risk — the first time an American company has received this label. Defense contractors must certify they don’t use Anthropic products. Dario Amodei says they’ll challenge it in court.

Quick hits from the AI world.

Alibaba CEO Personally Takes Over Qwen After Lead Departs Following Junyang Lin’s exit, CEO Eddie Wu is personally leading a new AI task force. Alibaba reaffirmed its open-source commitment and pledged more compute and researchers.
OLMo Hybrid 7B — 49% More Token-Efficient via RNN-Attention Mix AllenAI’s hybrid model interleaves Gated DeltaNet with attention at a 3:1 ratio. Matches OLMo 3 7B quality with half the training tokens. Fully open-source.
OpenAI Hits $25B Revenue; Anthropic at $19B and Closing Fast OpenAI’s annualized revenue crossed $25B, up 17% from year-end. Anthropic surged to $19B, growing at 10× per year. Could cross over by mid-2026.
From Reddit

Lightricks drops a major video model upgrade with a free desktop app, and Google turns NotebookLM into a video studio.

NotebookLM Now Creates Cinematic AI Videos from Your Notes Google’s NotebookLM upgrades from narrated slides to fully cinematic video overviews. Powered by Gemini 3 and Veo 3, it generates animated visuals tailored to your uploaded documents. Available for AI Ultra subscribers.
From Reddit

A clever macOS file converter, an open-source CRM, and a critical security patch for Uptime Kuma.

Consul 1.0 — Rename to Convert on macOS Change a file’s extension and Consul automatically converts it to that format. Rename .png to .jpg and it re-encodes the image. Supports images, audio, video, and documents. Native macOS app, one-time purchase.
Relaticle — Open-Source Self-Hosted CRM Full-featured CRM built on Laravel and Filament. Contacts, companies, deals, activities, and pipeline views. Self-host with a single Docker command. MIT licensed.
Uptime Kuma 2.2.0 — Security Patch for v2 Addresses a moderate security vulnerability affecting all v2.0–2.1.3 installs. Update recommended.