-
SentrySearch Turns Hours of Video Into a Searchable Index for $2.50 — Using Google’s New Multimodal Embeddings
Searching through video footage has always been painful. Whether it’s dashcam recordings, security cameras, or raw production clips, the standard approach involves either scrubbing through hours of footage manually or relying on transcription-based pipelines that miss everything visual. SentrySearch, an open-source CLI tool that appeared on Hacker News this week, takes a fundamentally different approach:… Continue reading
-
3 Months, $1 Billion, 200 Characters: The OpenAI Sora Shutdown & Disney Deal Collapse That Reshapes AI Video
On December 11, 2025, Disney and OpenAI stood on stage together to announce what looked like the future of entertainment: a $1 billion investment, a three-year licensing deal covering 200+ iconic characters, and a vision where fans could generate short videos starring Darth Vader, Iron Man, and Mickey Mouse using Sora. It was the single… Continue reading
-
Arm AGI CPU: 136 Cores, 3nm, 2x Performance Per Rack — and 9 Companies Already Signed Up
For 35 years, Arm has been the company that designs chips but never builds them. That changed on March 24, 2026. Arm Holdings unveiled the Arm AGI CPU — its first in-house data center processor — a 136-core beast fabricated on TSMC’s 3nm process, built from the ground up for agentic AI workloads. Meta is… Continue reading
-
95 Million Monthly Downloads Compromised: Inside the LiteLLM Supply Chain Attack
On March 24, 2026, two poisoned versions of LiteLLM — the Python library that routes LLM calls for nearly every major AI agent framework — landed on PyPI. Versions 1.82.7 and 1.82.8 carried a three-stage credential stealer that harvests SSH keys, cloud tokens, Kubernetes secrets, crypto wallets, and more, then encrypts everything with RSA-4096 and… Continue reading
-
What If Your AI Agent Had Its Own @Address? Tobira.ai Is Building That Network
Two weeks after Meta acquired Moltbook — the viral “Reddit for AI bots” with 2.8 million registered agents — a new player showed up on Product Hunt with a different take on agent networking. Tobira.ai launched on March 23, 2026, pulled 596 upvotes, and landed the #1 spot for the day. The pitch is simple:… Continue reading
-
Can Cq (Mozilla AI) Stop Your AI Coding Agents From Making the Same Mistakes Over and Over?
Every AI coding agent you’ve ever used has the same dirty secret: it learns nothing from past sessions. Fire up Claude Code, Cursor, or any other agent, and it starts from zero — no memory of the bug it already fixed yesterday, no awareness that another agent on your team already figured out that one… Continue reading
-
From Claude Flow to Ruflo: 22K Stars, 5,900 Commits, and the Multi-Agent Swarm Taking Over Claude Code
Single-agent coding assistants hit a ceiling fast. Ask Claude Code to refactor a module, write tests, and audit security in one session, and you’re basically queuing tasks for a single worker. Ruflo — formerly known as Claude Flow — takes a different approach entirely: deploy dozens of specialized AI agents that divide work, communicate, and… Continue reading
-
Hermes 4 (Nous Research) Scores 96.3% on MATH-500 — and Refuses Almost Nothing
Most open-source models pick a lane: either they chase benchmark scores, or they minimize content restrictions. Nous Research is betting it can do both at the same time. Hermes 4, their latest open-weight model family spanning 14B to 405B parameters, posts competitive math and reasoning scores while achieving the lowest refusal rate of any high-performance… Continue reading
-
Anthropic Gives Claude Computer Use on Mac — and You Can Control It From Your Phone
Anthropic shipped computer use for Claude Code and Claude Cowork on March 23, 2026. The research preview lets Claude point, click, scroll, and type on your Mac — opening apps, navigating browsers, filling spreadsheets, running dev tools — essentially anything you’d do sitting at your desk. Combined with Dispatch, which launched a week earlier, you… Continue reading
-
Walmart Sparky Takes Over ChatGPT After In-Chat Checkout Converted 3x Worse Than Walmart.com
Walmart just pulled the plug on OpenAI’s Instant Checkout — the feature that let ChatGPT users buy products without ever leaving the chat window. The reason? Conversion rates were three times lower than when shoppers simply clicked through to Walmart’s website. Starting the week of March 25, Walmart is replacing that broken experience with Sparky,… Continue reading
Top AI Product
Every day, hundreds of new AI tools launch across Product Hunt, Hacker News, and GitHub. We dig through the noise so you don't have to — surfacing only the ones worth your attention with honest, no-fluff reviews. Explore our latest picks, deep dives, and curated collections to find your next favorite AI tool.
Top AI Product 