Anyone can build agents, but it takes a platform to run them

Anyone can build agents, but it takes a platform to run them

• 6min read Prototyping is democratized, but production deployment isn’t. • AI models have commoditized code and agent generation, making it possible for anyone to build sophistica

Web Development · February 17, 2026 (updated February 24, 2026) · 1 min · 182 words
TemporalBench: A Benchmark for Evaluating LLM-Based Agents on Contextual and Event-Informed Time Series Tasks

TemporalBench: A Benchmark for Evaluating LLM-Based Agents on Contextual and Event-Informed Time Series Tasks

• Computer Science > Artificial Intelligence [Submitted on 5 Feb 2026] Title:TemporalBench: A Benchmark for Evaluating LLM-Based Agents on Contextual and Event-Informed Time Series

Research · February 17, 2026 (updated February 19, 2026) · 2 min · 267 words
Ferret-UI Lite: Lessons from Building Small On-Device GUI Agents

Ferret-UI Lite: Lessons from Building Small On-Device GUI Agents

• Ferret-UI Lite: Lessons from Building Small On-Device GUI Agents Ferret-UI Lite: Lessons from Building Small On-Device GUI Agents AuthorsZhen Yang, Zi-Yi Dou, Di Feng, Forrest Hu

deBridge launches MCP, enabling AI agents to execute non-custodial cross-chain transactions

• deBridge has launched MCP, enabling AI agents to carry out non-custodial cross-chain swaps, bridging, and multi-step transactions.

AI Agents 'Swarm,' Security Complexity Follows Suit

• As AI deployments scale and start to include packs of agents autonomously working in concert, organizations face a naturally amplified attack surface.

Cybersecurity · February 13, 2026 (updated February 24, 2026) · 1 min · 49 words
How to ground AI agents in accurate, context-rich data

How to ground AI agents in accurate, context-rich data

• We’re so glad you’re here. • You can expect all the best TNS content to arrive Monday through Friday to keep you on top of the news and at the top of your game. • Check

The reason AI agents shouldn't touch your source code - and what they should do instead

The reason AI agents shouldn't touch your source code - and what they should do instead

• We’re so glad you’re here. • You can expect all the best TNS content to arrive Monday through Friday to keep you on top of the news and at the top of your game. • Check

Top 10 actions to build agents securely with Microsoft Copilot Studio

Top 10 actions to build agents securely with Microsoft Copilot Studio

• Organizations are rapidly adopting Copilot Studio agents, but threat actors are equally fast at exploiting misconfigured AI workflows. • Mis-sharing, unsafe orchestration, and we

Cybersecurity · February 12, 2026 (updated February 24, 2026) · 1 min · 193 words
Introducing Markdown for Agents

Introducing Markdown for Agents

• The way content and businesses are discovered online is changing rapidly. • In the past, traffic originated from traditional search engines, and SEO determined who got found firs

Engineering Blogs · February 12, 2026 (updated February 25, 2026) · 2 min · 284 words
Introducing Markdown for Agents

Introducing Markdown for Agents

• The way content and businesses are discovered online is changing rapidly. • In the past, traffic originated from traditional search engines, and SEO determined who got found firs

Mapping the Design Space of User Experience for Computer Use Agents

Mapping the Design Space of User Experience for Computer Use Agents

• Mapping the Design Space of User Experience for Computer Use Agents Mapping the Design Space of User Experience for Computer Use Agents AuthorsRuijia Cheng, Jenny T. • Liangâ ,

OpenEnv in Practice: Evaluating Tool-Using Agents in Real-World Environments

OpenEnv in Practice: Evaluating Tool-Using Agents in Real-World Environments

• OpenEnv in Practice: Evaluating Tool-Using Agents in Real-World Environments AI agents often perform impressively in controlled research settings, yet struggle when deployed in r

TCG068: Agents and Identity - Navigating What We Can't Predict

• TCG068: Agents and Identity - Navigating What We Can’t Predict Podcast:Download(130.0MB) |Embed WilliamCollins EyvonneSharp We’ve spent a decade figuring out how to (more or less

Agent Bricks Supervisor Agent is Now GA: Orchestrate Enterprise Agents

Agent Bricks Supervisor Agent is Now GA: Orchestrate Enterprise Agents

• Share this post Keep up with us Summary Orchestrate enterprise agents from a single entry point with Agent Bricks Supervisor Agent, now GA.Govern data, models, and tools with Uni

80% of Fortune 500 use active AI Agents: Observability, governance, and security shape the new frontier

80% of Fortune 500 use active AI Agents: Observability, governance, and security shape the new frontier

• Today, Microsoft is releasing the new Cyber Pulse report to provide leaders with straightforward, practical insights and guidance on new cybersecurity risks. • One of today’s mos

Cybersecurity · February 10, 2026 (updated February 24, 2026) · 2 min · 378 words
Sven Koenig wins the 2026 ACM/SIGAI Autonomous Agents Research Award

Sven Koenig wins the 2026 ACM/SIGAI Autonomous Agents Research Award

• News Views Podcast Learn team about contribute republish AIhub resources AIhub events News Views Podcast Learn News Views Podcast Learn Sven Koenig wins the 2026 ACM/SIGAI Autono

Self-service in the age of AI: Virtual agents that actually resolve

Self-service in the age of AI: Virtual agents that actually resolve

• Self-service in the age of AI: Virtual agents that actually resolve Time to read: Self-service in the age of AI: Virtual agents that actually resolve Today’s customers expect ins

Engineering Blogs · February 6, 2026 (updated February 25, 2026) · 1 min · 212 words
Run Multiple OpenClaw AI Agents with Elastic Scaling and Safe Defaults - without Managing Infrastructure

Run Multiple OpenClaw AI Agents with Elastic Scaling and Safe Defaults - without Managing Infrastructure

• Run Multiple OpenClaw AI Agents with Elastic Scaling and Safe Defaults - without Managing Infrastructure ByDigitalOcean Updated:February 5, 2026 5 min read OpenClawhas quickly be

Claude Opus 4.6: Anthropic's powerful model for coding, agents, and enterprise workflows is now available in Microsoft Foundry

Claude Opus 4.6: Anthropic's powerful model for coding, agents, and enterprise workflows is now available in Microsoft Foundry

• Content type Announcements Tag AI Audience AI professionals Business decision makers Data professionals Developers Product Microsoft Foundry Tech Community Connect with a communi

Protecting Our Right to Sue Federal Agents Who Violate the Constitution

Protecting Our Right to Sue Federal Agents Who Violate the Constitution

• Federal agencies like Immigration and Customs Enforcement (ICE) and Customs and Border Protection (CBP) have descended into utter lawlessness, most recently in Minnesota. • The v

Elastic 9.3: Chat with your data, build custom AI agents, automate everything

Elastic 9.3: Chat with your data, build custom AI agents, automate everything

• Elastic 9.3: Chat with your data, build custom AI agents, automate everything Today, we are pleased to announce the general availability of Elastic 9.3 as the latest version of t

A social network for AI agents is full of introspection-and threats

A social network for AI agents is full of introspection-and threats

• A social network for AI agents is full of introspection-and threats How worried should you be about Moltbook? • At first glance, Moltbook looks like a regular online chat room. •

Docker Sandboxes: Run Claude Code and Other Coding Agents Unsupervised (but Safely)

Docker Sandboxes: Run Claude Code and Other Coding Agents Unsupervised (but Safely)

• Docker Sandboxes: Run Claude Code and Other Coding Agents Unsupervised (but Safely) We introduced Docker Sandboxes in experimental preview a few months ago. • Today, we’re launch

Are bugs and incidents inevitable with AI coding agents?

Are bugs and incidents inevitable with AI coding agents?

• SPONSORED BY CODERABBIT Companies are looking to harness agentic code generators to get software built faster. • But for every story of increased developer productivity or greate

Developer Ecosystem · January 28, 2026 (updated February 24, 2026) · 2 min · 234 words

Agenda available for W3C Workshop on Smart Voice Agents

• The W3C Workshop on Smart Voice Agents will take place on 25-27 February 2026, virtually on Zoom. • The workshop agenda is now available. • The goals of this workshop are: To ide

How Y Combinator's Fall 2025 batch maps the next phase of AI

How Y Combinator's Fall 2025 batch maps the next phase of AI

• YC Fall 2025 batch shows AI core, but infrastructure now the differentiator. • 92% of 155+ startups embed AI in core offerings, focusing on agents, robotics, vertical apps. • Ear

Customizing multiturn AI agents with reinforcement learning

Customizing multiturn AI agents with reinforcement learning

• Customizing multiturn AI agents with reinforcement learning Leveraging existing environment simulators and reward functions based on verifiable ground truth boosts task success r

Building intelligent physical AI: From edge to cloud with Strands Agents, Bedrock AgentCore, Claude 4.5, NVIDIA GR00T, and Hugging Face LeRobot

Building intelligent physical AI: From edge to cloud with Strands Agents, Bedrock AgentCore, Claude 4.5, NVIDIA GR00T, and Hugging Face LeRobot

• AWS Open Source Blog Building intelligent physical AI: From edge to cloud with Strands Agents, Bedrock AgentCore, Claude 4.5, NVIDIA GR00T, and Hugging Face LeRobot Agentic AI sy

Agent Lightning: Adding reinforcement learning to AI agents without code rewrites

Agent Lightning: Adding reinforcement learning to AI agents without code rewrites

• AI agents are reshaping software development, from writing code to carrying out complex instructions. • Yet LLM-based agents are prone to errors and often perform poorly on compl

Background Coding Agents: Predictable Results Through Strong Feedback Loops (Honk, Part 3)

Background Coding Agents: Predictable Results Through Strong Feedback Loops (Honk, Part 3)

• Background Coding Agents: Predictable Results Through Strong Feedback Loops (Honk, Part 3) This is part 3 in our series about Spotify’s journey with background coding agents (int

Background Coding Agents: Predictable Results Through Strong Feedback Loops (Honk, Part 3)

Background Coding Agents: Predictable Results Through Strong Feedback Loops (Honk, Part 3)

• Background Coding Agents: Predictable Results Through Strong Feedback Loops (Honk, Part 3) This is part 3 in our series about Spotify’s journey with background coding agents (int

Engineering Blogs · December 9, 2025 (updated February 25, 2026) · 2 min · 248 words
Background Coding Agents: Predictable Results Through Strong Feedback Loops (Part 3)

Background Coding Agents: Predictable Results Through Strong Feedback Loops (Part 3)

• Background Coding Agents: Predictable Results Through Strong Feedback Loops (Part 3) This is part 3 in our series about Spotify’s journey with background coding agents and the fu

Streamlining Security Investigations with Agents

Streamlining Security Investigations with Agents

• Slack’s Security Engineering team is responsible for protecting Slack’s core infrastructure and services. • Our security event ingestion pipeline handles billions of events per d

Engineering Blogs · December 1, 2025 (updated February 25, 2026) · 2 min · 245 words
Streamlining Security Investigations with Agents

Streamlining Security Investigations with Agents

• Slack’s Security Engineering team is responsible for protecting Slack’s core infrastructure and services. • Our security event ingestion pipeline handles billions of events per d

Developer Ecosystem · December 1, 2025 (updated February 24, 2026) · 2 min · 325 words
Background Coding Agents: Context Engineering (Honk, Part 2)

Background Coding Agents: Context Engineering (Honk, Part 2)

• Background Coding Agents: Context Engineering (Honk, Part 2) This is part 2 in our series about Spotify’s journey with background coding agents (internal codename: ‘Honk’) and th

Background Coding Agents: Context Engineering (Part 2)

Background Coding Agents: Context Engineering (Part 2)

• Background Coding Agents: Context Engineering (Part 2) This is part 2 in our series about Spotify’s journey with background coding agents and the future of large-scale software m

How Amazon uses AI agents to anticipate and counter cyber threats

How Amazon uses AI agents to anticipate and counter cyber threats

• How Amazon uses AI agents to anticipate and counter cyber threats Amazon’s competitive-agent architecture creates a continuous improvement cycle that develops security protection

Beware of double agents: How AI can fortify - or fracture - your cybersecurity

Beware of double agents: How AI can fortify - or fracture - your cybersecurity

• AI is rapidly becoming the backbone of our world, promising unprecedented productivity and innovation. • But as organizations deploy AI agents to unlock new opportunities and dri

Big Tech · November 5, 2025 (updated February 24, 2026) · 2 min · 237 words
Prompt injection to RCE in AI agents

Prompt injection to RCE in AI agents

• Prompt injection to RCE in AI agents Modern AI agents increasingly execute system commands to automate filesystem operations, code analysis, and development workflows. • While so

Threat Intelligence · October 22, 2025 (updated February 24, 2026) · 2 min · 283 words
Build resilient generative AI agents

Build resilient generative AI agents

• AWS Architecture Blog Build resilient generative AI agents Generative AI agents in production environments demand resilience strategies that go beyond traditional software patter

Build AI Agents Worth Keeping: The Canvas Framework

Build AI Agents Worth Keeping: The Canvas Framework

• Why 95% of enterprise AI agent projects fail Development teams across enterprises are stuck in the same cycle: They start with ‘Let’s try LangChain’ before figuring out what agen

The Pros and Cons of AI Agents for Cloud Administration

The Pros and Cons of AI Agents for Cloud Administration

• Cloud Computing AI & Machine Learning Commentary The Pros and Cons of AI Agents for Cloud Administration Agentic AI could revolutionize cloud management. • Examine AI agents’ pro

Strands Agents and the Model-Driven Approach

Strands Agents and the Model-Driven Approach

• AWS Open Source Blog Strands Agents and the Model-Driven Approach Until recently, building AI agents meant wrestling with complex orchestration frameworks. • Developers wrote ela

Open Protocols for Agent Interoperability Part 3: Strands Agents & MCP

Open Protocols for Agent Interoperability Part 3: Strands Agents & MCP

• AWS Open Source Blog Open Protocols for Agent Interoperability Part 3: Strands Agents & MCP Developers are architecting and building systems of AI agents that work together to au