
Claude Duet Asks Before It Acts, and That Is the Whole Product
Anthropic's Claude Duet research preview works while you are away. The part worth studying is the moment it stops and asks you first…
Dograh is an open-source, self-hostable voice-agent platform and a forkable alternative to closed vendors like Vapi and Retell. It gives teams a visual workflow builder for production voice agents, native MCP control so coding assistants can spin up and deploy agents from the IDE, and hybrid speech-to-speech that mixes real recorded clips with TTS for low-latency, natural conversations. Organizations can run it on-prem, in their own VPC, or fully air-gapped, keeping recordings, transcripts, and model inference inside their perimeter—critical for fintech, healthtech, and defense. Telephony integrations (Twilio, Vonage, Telnyx, and more), human handoff, and bring-your-own LLM/STT/TTS make it deployment-flexible. Licensed BSD 2-Clause, it removes vendor lock-in and compliance-review friction while offering managed-cloud and private-cloud options.
Reader rating
No ratings yet
You might also like
Type.com is a multiplayer AI workspace where teams collaborate with Claude, Codex and other models in a shared company context. It brings conversations, files, skills, integrations and automations into collaborative Spaces instead of leaving useful work trapped in individual chat windows. Marketing, sales, support and operations teams can tag Type from Slack or email, share access through role-based permissions, and build custom dashboards or internal apps grounded in company knowledge. Type also supports OAuth, MCP and API connections, with granular controls for users and spaces. It is notable now because its Product Hunt launch presents a practical answer to the coordination problem emerging as teams adopt multiple coding and general-purpose agents. The official site confirms a shipped cloud workspace with desktop and mobile access, not merely an agent concept.
Ollama is a local AI platform for running, managing, and sharing open models on your own machine or private infrastructure. It makes it easy to pull models, serve them through an API, and integrate local inference into developer workflows without relying on a fully managed cloud stack. Teams use Ollama for privacy-sensitive assistants, internal tools, offline experimentation, and rapid testing of open-weight models across laptops, workstations, and servers. It is especially useful for developers, operators, and AI builders who want quick setup with less operational overhead. What makes Ollama distinctive is how approachable it is: it packages model runtime, distribution, and deployment into a streamlined experience that helps people get productive with local AI in minutes instead of spending days on configuration.
Mem is an AI-powered workspace that acts as a personal chief of staff: it connects to Gmail, Slack, Calendar, Todoist, and other tools to organize notes, meetings, and knowledge automatically. The new Mem Agent (launched on Product Hunt, August 2026) adds customizable Skills that teach the agent how you like information organized, routed, and resurfaced, plus sharable Routines so teammates can adopt your workflows with one click. Mem Chat answers questions across all connected sources, and the Calendar integration prepares meeting briefs and follow-ups. Available on web, iOS, Android, and desktop with a free tier and Pro/Team plans. A referral program offers cash rewards for referring new users.
From the blog

Anthropic's Claude Duet research preview works while you are away. The part worth studying is the moment it stops and asks you first…

Vercel Shop, a Next.js storefront template for Shopify, is now generally available. Here is what agent-readable product pages and cart tools mean for your store, and what to audit first…

METR asks whether anyone outside an AI lab would know if its internal agents were slipping out of control, and sketches how an outside assessor could check the logs, monitors, and incident record.