Tag
AI agents
AI agents are software systems that can plan, act, and correct course across multiple steps, from support workflows and operations to trading and wallet actions. They matter because they move AI from answering prompts to completing tasks in business systems and onchain environments.
49 articles
Free AI Agent Resources Worth Bookmarking
A curated GitHub hub for AI agents packs beginner courses, code labs, and frameworks from Microsoft, LangChain, OpenAI, and more.
MM-WebAgent Makes Webpage Generation More Coherent
MM-WebAgent uses hierarchical planning and self-reflection to generate more coherent multimodal webpages from AIGC elements.
AI agents in crypto expose a hidden router risk
AI agents may soon handle trillions in payments, but LLM routers can expose keys, alter tool calls, and drain wallets.
Anthropic’s Managed Agents Targets Enterprise AI Work
Anthropic says its new Claude Managed Agents can cut setup work for enterprise AI, as ARR tops $30 billion and rivals race ahead.
n8n 2.14 adds MCP workflow creation
n8n 2.14 adds official MCP workflow creation, and one Reddit user got Claude to build a 13-node workflow in about 2 minutes.
Cursor 3 puts autonomous agents in the driver’s seat
Cursor 3 centers coding around agents, cloud tasks, and natural-language UI edits, with Anysphere backed by over $3 billion.
Kraken CLI brings crypto trading to AI agents
Kraken open-sources a Rust CLI with 134 commands, MCP support, and paper trading so AI agents can trade crypto safely.
Rogue AI agents are already causing damage
AI agents have started deleting emails, hijacking compute, and ignoring shutdown commands. The safety gap is no longer theoretical.
Tap Turns Browser Actions Into Programs
Tap writes browser tasks once, then replays them deterministically across Chrome, Playwright, and macOS with zero AI cost on repeat runs.
Grok 4.1: xAI’s quieter upgrade that matters
xAI’s Grok 4.1 cuts hallucinations, boosts chat quality, and adds Fast and Thinking modes with 256k context and 2M-token API support.
Chainalysis Bets on AI Agents for Crypto Investigations
Chainalysis is rolling out AI agents to speed crypto investigations and compliance, aiming to put expert-grade tools in more hands.
Prompt Engineering for Agents and Structured Outputs
Prompt engineering gets harder in production: reasoning, long contexts, JSON contracts, and agent loops all need different prompt tactics.
What Agentic Workflows Actually Do in Enterprise AI
Agentic workflows let AI agents plan, act, and adapt with little human input, changing how teams handle support, ops, and data work.
Marginlab Tracks Claude Code Opus 4.6 Drift
Marginlab’s daily tracker watches Claude Code Opus 4.6 on 50 SWE-Bench-Pro tasks and flags statistically significant drops.
ARC Prize leaderboard shows cost still matters
ARC Prize’s leaderboard tracks how AI systems trade cost for score, and ARC-AGI-3 pushes agents into interactive tasks.
ByteDance's DeerFlow 2.0 Hits 47.3K Stars
ByteDance's DeerFlow 2.0 passed 47.3K GitHub stars and aims to make complex agent workflows easier to build and run.
Solana exec says AI agents may own onchain traffic
Solana’s Vibhu Norby says AI agents could drive 99.99% of onchain transactions within two years, as x402 and agent wallets scale fast.
CrewForm Agents Can Now Act Like MCP Tools
CrewForm now exposes published agents as MCP tools, so Claude Desktop and Cursor can call them directly with one config file.
Solana’s 2026 push: institutions, AI, and fixes
Solana is chasing institutions and AI agents while fixing reliability concerns, with SOL near $79 and fresh partnerships from Mastercard and Western Union.
Tempo Launches With AI Payment Protocol
Tempo debuts as a payments blockchain with a protocol for AI agents to transact online, aiming at faster machine-to-machine commerce.
OpenClaw’s 60-Day Surge Changes AI Agents
OpenClaw hit React-level GitHub stars in 60 days, showing how fast open-source agents are moving from chat to actual work.
Solana’s Alpenglow Bet Meets Agentic AI Demand
Solana is pushing Alpenglow, while institutional inflows and AI-agent activity test whether faster rails can support real demand.
Trust Wallet's Agent Kit Lets AI Trade on 25+ Chains
Trust Wallet’s Agent Kit lets AI agents trade on 25+ chains while users keep self-custody, with swaps, transfers, DCA, and limit orders.
Why Crypto Is Fixated on AI Agents
About 3,900 merchants now sell through x402, including AWS, Alchemy, and Messari, as crypto bets on AI agents that can pay.
AI, Agentic DeFi, and Web3 Grants to Watch
March 2026 brings fresh Web3 funding for AI, agentic DeFi, and blockchain builders, with grants up to £49.8M and $5M on offer.
What AI Agents Are and How They Work
AI agents combine LLMs, memory, tools, and planning. IBM says they can call APIs, search data, and coordinate tasks autonomously.
Figma Opens Its Canvas to AI Agents
Figma’s beta MCP server lets agents edit files directly, with skills and design-system context to keep AI output on brand.
Superpowers Hits 121K Stars as Agents Get Structured
Superpowers hit 121K GitHub stars in five months by forcing AI agents into test-first, skill-based workflows that ship cleaner code.
JiuwenClaw Bets on Self-Evolving AI Agents
openJiuwen’s JiuwenClaw focuses on task completion, memory, and self-improvement, aiming to finish work in messy real-world apps.
AI agents get serious about trust and control
Codenotary, Klient PSA, Georgia Tech, and Samsara show AI agents are moving into monitored, explainable, human-led business workflows.
OpenClaw 3.24 Fixes “needs setup” Skills Install
OpenClaw 3.24 rewrites the Skills install flow with guided setup, a cleaner console, and fixes a file-access security hole. The update also improves Teams support.
AI agents are moving into real work
Security, accounting, and infrastructure teams are shipping AI agents now. New tools show why governance and trust matter more than hype.
Agent Memory: How AI Agents Keep State
Agent memory lets AI agents retain state across tasks. Here’s how short-, long-, and external memory shape real agent systems.
Context Is the New OS: Zettlab's Agent Computer
Zettlab is betting that personal data, not raw compute, will define the next PC. Its Agent Computer aims to run bots on your own context.
Amazon Ads MCPが開く広告自動化の新段階
Amazon Ads MCP Server enters open beta, linking AI agents to Ads APIs for campaign setup, reporting, and more with one integration.
OpenClaw: the AI worker with privacy costs
OpenClaw hit 300K GitHub stars fast, but its always-on agent model raises hard questions about privacy, consent, and security.
Amazon Bedrock Agents Gets Multi-Agent Workflows
AWS adds memory, code execution, and multi-agent collaboration to Bedrock Agents, aiming at harder enterprise workflows.
MCP Explained: From Prompts to Production
MCP lets AI apps request data, tools, and confirmations with tighter control. Zoho breaks down how it moves assistants into production workflows.
OpenClaw and the AI agent boom, explained
OpenClaw turned local AI agents into a fast-moving trend, but its access to files, email, and chats brings real security tradeoffs.
OpenAI backs Isara’s agent-swarm bet
OpenAI joined a $94M round for Isara, a nine-month-old startup at a $650M valuation, betting on multi-agent AI at scale.
Cloudflare’s 100x Faster AI Agent Sandbox
Cloudflare’s Dynamic Worker Loader runs AI-generated code in isolates that start in milliseconds, using far less memory than containers.
MoonPay's Open Wallet Standard Targets AI Payments
MoonPay’s open-source OWS lets AI agents sign transactions across 8 chain families, with 15+ backers and 30M customers in play.
Xiaomi’s MiMo trio targets agents, robots, and voice
Xiaomi released three MiMo models for agents, multimodal tasks, and speech. MiMo-V2-Pro nears Claude Opus 4.6 on key benchmarks.
OpenClaw Agents Can Be Manipulated Into Failure
Northeastern researchers found OpenClaw agents can be guilted, looped, and tricked into breaking their own tools inside a sandbox.
Claude Code now controls your Mac desktop
Anthropic’s Claude Code can now click, scroll, and open apps on Mac in a research preview, with guardrails that still miss edge cases.
Google’s 2026 AI Agent Report, Decoded
Google’s AI Agent Trends 2026 report surveyed 3,466 leaders. Here’s what the numbers say about ROI, workflows, security, and hiring.
20 GitHub AI Projects to Watch in 2026
OpenClaw may top GitHub, but 2026’s AI list shows a bigger shift toward agents, workflow systems, RAG, and multimodal tools.
AI Trends for 2026: Tech Titans' Predictions
Tech giants like Google and Microsoft predict AI's role in 2026, highlighting AI agents, quantum computing, and industry applications.
AI and Tech Trends to Watch for in 2026
Explore the key AI and tech trends expected to shape 2026, from quantum computing breakthroughs to the rise of AI super agents.