274 summarised stories about Agentic Workflows, each linking back to the original source. Browse all topics →
Product Hunt 1 month ago 20
Axari launched a security-focused AI “twin” that understands a user’s security environment and works across tools and teams. It is launching today and can be used from Slack or MS Teams. Users can assign goals and recurring responsibilities so the agent handles work until tasks are actually completed.
Product Hunt 1 month ago 25
Sorcrr launched a mobile-first referral platform for hiring and go-to-market teams to speed up recruiting. It is launching today. Users can post a video job description with a bounty, drive referrals, and use AI-assisted interviews plus automated steps like trials and offers to finish hiring faster.
Product Hunt 1 month ago 40
Eggshell was launched on Product Hunt as an AI infrastructure tool for LLM agent chats that stores results locally and retrieves relevant memory. It lists 18 followers for the launch page. The change is that agent chats can reuse stored evidence and reduce repeated investigation without making extra LLM calls to organize the memory.
OpenAI 1 month ago 9 ● 2 sources
Perplexity trusts GPT-6 Astra to handle end-to-end system tasks, including writing communications, changing software, and monitoring production systems. The single concrete detail is that it checks in “much less frequently” than with earlier models. As a result, Perplexity relies on Astra to run these workflows with less human intervention than before.
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TLDRocket
22 October 2026
The biggest thread today is the push to make AI agents reusable in organizations, not just clever in demos. Sakana AI’s “Sakana Aquarium” leans on ontology as the shared backbone for decision-making and execution, aiming to let teams spin up new agents by reusing prepared data and a maintained knowledge model instead of starting from scratch each workflow. That direction keeps showing up in adjacent efforts to standardize how agents package skills and access tools: the Agentic AI Foundation added the Agent Skills open standard to sit under the Linux Foundation, with 70-plus platforms integrating since December 2025 and hundreds of millions of installations behind them. Even Anthropic’s new open call for life-sciences “guest investigators” using Claude fits the same pattern—8 to 12 weeks of collaboration designed to produce publishable, open artifacts while leaving researchers in control of their own data.
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