AI Agents & Automation
-
Memvid packs AI agent memory into a single file — and outperforms SOTA RAG by 35%
The standard way to give an AI agent memory in 2026: spin up a vector database, build a RAG pipeline, manage embeddings, figure out chunking strategies, handle scaling. It works, but it’s a lot of infrastructure for what is fundamentally a simple problem — “what did we talk about last Tuesday?” Memvid throws all of… Continue reading
-
Anthropic Paid $400M for Coefficient Bio — 10 People, 8 Months Old, No Shipped Product
Eight months in existence. Fewer than ten employees. No product on the market. And Anthropic just handed over more than $400 million in stock. Coefficient Bio is the kind of deal that makes traditional VCs either furious or jealous, depending on which side of the cap table they sit on. Founded last August by two… Continue reading
-
Block Goose scored 34K GitHub stars by giving away what others charge $200/month for
Block — the fintech company behind Square, Cash App, and Afterpay — built an AI agent for its own engineers. They called it Goose. They deployed it across all 12,000 engineers in the company. Those engineers started shipping 40% more production code. Each one reported saving 8 to 10 hours a week. Then Block cut… Continue reading
-
Lightning V3 (Smallest.ai) Scores 3.89 MOS and Beats OpenAI, ElevenLabs — From a 16-Person Team in Pune
The voice AI race right now looks like a bar fight in a crowded room. ElevenLabs has the brand. OpenAI has the distribution. Cartesia has the latency story. Microsoft just shipped MAI-Voice-1. Mistral open-sourced Voxtral TTS. And somehow, a 16-person startup from Pune, India, with $8 million in total funding, just posted the highest conversational… Continue reading
-
Mintlify ChromaFs Turns UNIX Commands Into the Only RAG Interface AI Agents Actually Need
Every AI documentation assistant in 2025 worked the same way: user asks a question, the system fires a vector search, returns the top-K chunks, and hopes the answer is somewhere in there. It mostly worked. Until it didn’t. Multi-page answers? Missed. Exact code syntax buried in the wrong chunk? Gone. The retrieval wasn’t broken —… Continue reading
-
Cursor 3 bets $29B that developers want to manage agents, not write code
Anysphere just ripped out the heart of Cursor and replaced it with something completely different. On April 2, Cursor 3 launched — and it’s not an IDE update. The company dropped its code-editor identity entirely and rebuilt the product as an agent orchestration platform. You no longer open Cursor to write code. You open it… Continue reading
-
7.7K Stars and Climbing: oh-my-codex (OMX) Turns OpenAI’s Codex CLI Into a Multi-Agent Powerhouse
OpenAI shipped Codex CLI. It’s fast, it’s free, it writes decent code. But use it for anything beyond a single-file task and you’ll hit the wall: no hooks, no coordination, no way to run multiple agents in parallel. One context window, one task, one thread. Yeachan Heo — the same Korean developer behind oh-my-claudecode, which… Continue reading
-
StepFun Step 3.5 Flash Activates Only 11B of 196B Parameters — and Still Matches GPT-5.2
A Chinese AI startup just dropped a 196-billion-parameter model under Apache 2.0, and the kicker is: it only uses 11 billion of those parameters at any given moment. StepFun’s Step 3.5 Flash hit the top of Hacker News this week with a simple claim — it’s the number one cost-effective model for OpenClaw tasks, beating… Continue reading
-
Your AI Forgets Everything Between Sessions — Phantom Rewrites Its Own Brain Instead
Every AI coding tool on the market has the same dirty secret: it has amnesia. You spend an hour teaching Claude Code your codebase patterns, explaining your deployment pipeline, walking through your team’s conventions — and the next morning, it’s a blank slate. Start over. Re-explain everything. Phantom, an open-source project from a company called… Continue reading
-
Jupid Hit 1 on Product Hunt During Tax Season — 507 Upvotes for an AI Accountant Built on Claude Code
Tax season in America is a $35 billion industry. And every April, 27 million freelancers and sole proprietors stare at the same nightmare: Schedule C. The IRS form that asks you to categorize every single business expense into the right line item — advertising on Line 8, office supplies on Line 18, “other expenses” on… Continue reading
Top AI Product 