Agents
Latest articles about agents.
Agents12.11.2026How Natera built the SWARM agentic AI system for lab operations on Amazon Bedrock AgentCoreNatera's lab engineering team built SWARM, an agentic AI system on Amazon Bedrock AgentCore that delivers roughly 130x faster first responses and 96.2 percent automated coverage across lab support tickets.
Agents12.11.2026Optimizing cost per task and proving agent ROI on Amazon BedrockA framework for finding the real cost of a model on Amazon Bedrock through four hidden drivers beyond list price, plus a method for proving agent ROI against human baselines with holdout tests and a five-dimension scorecard.
AgentsAWS unveils next-generation AgentCore runtime with faster starts, larger sessions and data-level isolationAmazon's updated Bedrock AgentCore runtime starts agent sessions up to 15x faster, scales to 8 vCPUs and 32 GB per session, extends the isolation boundary to mounted storage and adds usage-based billing.AgentsKrea Opens Beta for Krea Bots: Nine Named AI Agents for Creative CampaignsKrea opened a beta for Krea Bots, nine named AI agents that run creative production inside a shared team chat, with $1,000 in credits for accepted teams and pricing still undisclosed.AgentsHark rolls out Handoff², a second-generation browser agent it claims is twice as fastHark began deploying Handoff², the new version of the agent behind its Hark Pro assistant, reporting 82% completion on an internal benchmark, 46% less time per task, and a result within five points of Claude Opus 5.5.AgentsFish Audio Launches Fish Agent Beta on Its Live 3 Full-Duplex Speech ModelFish Audio's public-beta Fish Agent platform lets developers build phone-capable AI voice agents in about 30 seconds on the new Live 3 duplex model, priced at $0.035 per minute during the launch promotion.
AgentsGoogle Cloud brings agent tools and Gemini-powered authoring to Organization PolicyGoogle Cloud announced general availability of an Organization Policy MCP server for agents and pipelines, plus natural-language custom constraint authoring powered by Gemini.AgentsPerplexity launches Teammates, always-on AI agents that coordinate work and message coworkers in SlackPerplexity's new Teammates feature orchestrates multiple AI agents that resume prior sessions, share project state through Git-backed repositories, and connect to tools like Slack and GitHub.
AgentsCinnamon: an AI agent for households that asks before it actsCinnamon, introduced on Hacker News on 12.11.2026, is a subscription AI agent for households and families that plans, books, monitors prices and sends reminders for up to six members, always asking for approval before acting.
AgentsFrom prototype to production: Engineering AI agents with the Agent Development LifecycleAWS Machine Learning Blog post introducing the Agent Development Lifecycle (Agent DLC): an evaluation-driven method built around a five-dimension gold standard, an inner improvement loop and an outer feedback loop for moving AI agents into production.
AgentsAWS shows composable multi-agent systems built on the A2A protocolAn AWS reference architecture connects a LangChain orchestrator with a Strands-based compliance agent across two accounts using the Agent-to-Agent protocol, bidirectional OAuth, and Agent Card discovery.
AgentsGoogle Cloud brings agent tools and Gemini-powered authoring to Organization PolicyGoogle Cloud announced general availability of an Organization Policy MCP server for agents and pipelines, plus natural-language custom constraint authoring powered by Gemini.AgentsPerplexity launches Teammates, always-on AI agents that coordinate work and message coworkers in SlackPerplexity's new Teammates feature orchestrates multiple AI agents that resume prior sessions, share project state through Git-backed repositories, and connect to tools like Slack and GitHub.AgentsCinnamon: an AI agent for households that asks before it actsCinnamon, introduced on Hacker News on 12.11.2026, is a subscription AI agent for households and families that plans, books, monitors prices and sends reminders for up to six members, always asking for approval before acting.AgentsFrom prototype to production: Engineering AI agents with the Agent Development LifecycleAWS Machine Learning Blog post introducing the Agent Development Lifecycle (Agent DLC): an evaluation-driven method built around a five-dimension gold standard, an inner improvement loop and an outer feedback loop for moving AI agents into production.AgentsAWS shows composable multi-agent systems built on the A2A protocolAn AWS reference architecture connects a LangChain orchestrator with a Strands-based compliance agent across two accounts using the Agent-to-Agent protocol, bidirectional OAuth, and Agent Card discovery.