AI Product Updates: New Features and Releases

Orgo gives every agent its own always-on cloud desktop ready in seconds, already used by 1,000+ companies and launching today with Y Combinator.

A single data structure handles changing knowledge, targeted forgetting and connections, and can inject relevant tokens into the model harness without the model fetching them.

Replit says users can now ask Replit Agent to incorporate their business through the Stripe MCP integration.

A new benchmark that scores agent memory by downstream task performance rather than recall, testing whether agents learn from experience.

The Liege leaderboard ranks agents by recorded job outcomes, with each record linked to a snapshot anchored on Robinhood Chain and verifiable in the browser.

Ramp introduced Ramp for Nonprofits, with tools to recover eligible sales tax, track grant balances, and check proposed expenses against grant policies via Grant Policy Agent.

Atlas is now available in Stripe's MCP and CLI, letting users incorporate their company directly from an AI agent or terminal.

Recursive's first release, Flint, is a 40B mixture-of-experts coding model with Apache 2.0 weights that runs entirely on a MacBook at 125+ tokens/s in short contexts, with no per-token bill.

Xaira introduced X-Scientist, an agentic AI platform for drug discovery that it says beats Codex on DrugDiscoveryBench by 7.4 points and nominates targets about 10x faster than human curation.

Modal's new Sticky Sessions routes a user's requests to the same container, enabling a demo voice agent with 500ms voice-to-voice latency using Qwen 3 ASR, PhoneLLM Mini and GradiumAI Phonon.

Termix released AACP, giving AI agents onchain identity, escrow, verifiable delivery and slashable reputation, with its agent family now live.

Stacklet launched an early preview of Token Custodian, which attributes tokens to teams and projects, caps agent steps and context growth, pauses runaway loops, and downgrades to cheaper models at 80% budget.