From Product Hunt
Developer tools and Mac utilities stand out today — from web scraping APIs to Wi-Fi diagnostics.
SCRAPR — Web Data Extraction API
Developer-focused web scraping API that handles proxies, CAPTCHAs, and anti-bot measures out of the box. Extract structured data from any website with a simple API call.
Unite Pro for macOS — Turn Websites into Native Apps
Create site-specific browsers that look and feel like native macOS apps. Supports custom icons, menu bar mode, user agent switching, and native notifications. Also available on Setapp.
Flowripple — SaaS Workflow Automation
Visual workflow builder for automating SaaS processes. Connect APIs, set triggers, and build multi-step automations with a drag-and-drop interface. Free tier available.
WhyFi — macOS Menu Bar Wi-Fi Diagnostics
Menu bar utility for real-time Wi-Fi signal monitoring and troubleshooting. See channel congestion, signal strength, and connection issues at a glance.
Design Diff — Figma vs Production QA
Compare your Figma designs against the live production site to catch visual regressions. Pixel-perfect QA tool that overlays design specs onto real pages.
From Reddit
Major day for AI policy. Anthropic filed a landmark lawsuit against the Pentagon, Microsoft launched Copilot Cowork built on Claude, and Nvidia is readying an open-source agent platform.
Update: Following months of escalation, Anthropic filed two federal lawsuits against the Trump administration alleging illegal retaliation. The Pentagon designated Anthropic a “supply chain risk” — a label typically reserved for foreign adversaries — after the company refused to allow its AI for mass surveillance or autonomous weapons.
The lawsuits allege First Amendment violations and argue the government exceeded the scope of supply chain risk law. Hours later, 37 researchers from OpenAI and Google (including DeepMind’s Jeff Dean) filed an amicus brief calling the designation a threat to American innovation.
OpenAI & Google Workers File Amicus Brief for Anthropic
37 researchers including Jeff Dean argued the Pentagon’s blacklisting “chills professional debate on the benefits and risks of frontier AI” and undermines American competitiveness. The brief says contractual AI safety guardrails represent a “vital safeguard against catastrophic misuse.”
Microsoft Launches Copilot Cowork, Built on Claude
New M365 AI agent that handles long-running, multi-step tasks — built in partnership with Anthropic using Claude technology. Breaks down complex requests, reasons across tools and files, and executes with visible progress. Research preview now, broader rollout late March.
OpenAI to Acquire Promptfoo
OpenAI is acquiring Promptfoo, the popular open-source LLM evaluation and red-teaming framework. Signals a growing focus on evaluation tooling as models get harder to benchmark reliably.
Nvidia Readies NemoClaw — Open-Source AI Agent Platform
Nvidia is launching an open-source platform for enterprise AI agents, with partnerships from Salesforce, Google, Adobe, and CrowdStrike. Hardware-agnostic and includes security/privacy tools. Announcement expected at GTC next week.
Fine-Tuned Qwen3 4B Matches a 120B Model on 7/8 Benchmarks
Distillabs benchmarked 12 SLMs across 8 tasks. Fine-tuned Qwen3-4B matches or exceeds its 30x-larger teacher on most benchmarks, beating it by 19 points on SQuAD 2.0. Translates to 30x lower inference costs and runs entirely on-premises.
200K Living Brain Cells Play Doom on Cortical Labs CL1
The “world’s first code-deployable biological computer” uses living human neurons on a chip to play Doom. The cells learned the game in under a week via an API. They play like a beginner, but the tech is real — and the implications are wild.
Figure AI’s Helix 02 Autonomously Cleans a Living Room
Figure’s humanoid robot navigates around furniture, picks up scattered objects, and places them where they belong — all autonomously. A tangible step toward general-purpose home robotics.
Quick hits — leaks, tools, and notable demos.
Gemma 4 spotted in a Google GitHub PR
Next-gen open-source model from DeepMind. Expected to feature 256K context and multimodal support.
Terence Tao formalizes a math proof with Claude Code
The Fields medalist shows how he uses Claude Code to formalize proofs in Lean. AI-assisted formal verification at the highest level of mathematics.
From Reddit
Research advances from two leading labs — Black Forest Labs tackles multimodal generation and Tencent ARC pushes 360° video to 4K.
BFL Self-Flow — Self-Supervised Multimodal Generation
The FLUX creators introduce Self-Flow, a self-supervised flow matching framework where a single model handles image, video, and audio generation. 2.8x faster convergence, improved video temporal consistency, and sharper text rendering. Research preview with code on GitHub.
CubeComposer — 4K 360° Video Generation from Tencent ARC
Generates native 4K 360° panoramic video from perspective input by decomposing into cubemap faces. Memory-efficient approach that enables VR-quality output where previous methods topped out at 1K.
From Reddit
A polished new SQL client for Mac, and significant news for the self-hosted community.
TablePro — Free Native macOS SQL Client
Open-source database client built with pure SwiftUI + AppKit (no Electron). Supports MySQL, PostgreSQL, SQLite, MongoDB, and Redshift with a built-in AI assistant. Free alternative to TablePlus with SSH tunnel support and multiple AI provider integrations.
TrueNAS Build System Going Closed Source
iXsystems is moving the TrueNAS SCALE build system from public GitHub to internal infrastructure, citing Secure Boot and platform integrity requirements. The repo will no longer accept external PRs or issues. Significant shift for the self-hosted storage community.
Deskeen 2 — Screen Capture & Organization for macOS
Unifies capturing, organizing, and reusing screenshots. Finder tags, color picker with 22 formats, screen recording, and macOS Markup integration.