AI Agents & Automation

Scored vs Settled: The Metric That Matters For AI Agent Platforms I pulled a platform's real stats yesterday and learned something uncomfortable. The numbers 24

The 1BZ Ecosystem CopyGuard (protect) → IPVault (monetize) → SmartPDF (deliver) → DZIT (settle on Polygon) → BizNode (automate) AI business operator node — http

Cloudflare is not automatically making AI companies pay publishers for content; starting September 15, 2026 , it will default many ad-supported Cloudflare pages

A Transformer co-author left for OpenAI and an AlphaFold Nobel laureate left for Anthropic, part of a fast run of senior departures that rattled Alphabet's stoc

A lawyer asked ChatGPT “are these cases real?”, filed on yes; the stop had no owner. · Architecting the AI Coworker · 14/22 Continue reading on Medium »

Use a Nylas Agent Account to collect vendor onboarding replies, route missing documents, schedule kickoff calls, and keep procurement in control.

The future of AI agent systems will belong to a smart memory system. Continue reading on MLWorks »

From a standalone AI workstation to a production-ready hybrid AI platform. Continue reading on Medium »

Why AI agent accuracy depends on source of truth control, content ownership, permissions, approval workflows, and continuous knowledge… Continue reading on Medi

Hackers aren’t just stealing your passwords anymore. They’re using AI to read your codebase, find the gaps, and write custom malware to… Continue reading on Med

Why the next bottleneck in artificial intelligence is coordination, not capability Continue reading on Medium »

What I learned building and demoing an AI-powered pipeline and why the Azure SRE Agent stopped a room full of engineers mid-scroll. Continue reading on Medium »

A note before we start: this is about the machine, not the money. I'm not going to show you returns,...

Anthropic spent 2025 quietly unseating OpenAI in US enterprise AI spend. By December 2025, Anthropic held an estimated 40% of enterprise… Continue reading on To

AI is not a tool. It is an actor. And most people are still debating whether ChatGPT/Anthropic or AI...

In the beginning, many teams were happy with a chatbot connected to a vector database. A user asked a question, the system searched… Continue reading on Medium

In the beginning, many teams were happy with a chatbot connected to a vector database. A user asked a question, the system searched… Continue reading on Medium

Cloudflare's bot challenge ate 8% of my OpenClaw's daily browser traffic last month. The default...

Anthropic's new 'agent identity' model lets Claude agents hold their own scoped accounts for tools like GitHub and Slack, tied to channels -- instead of borrowi

I am building a tool around one question: which old instructions in your AI's memory can you no...

Build Your First Deep Agent Before Your Chatbot Starts Asking for a Promotion Continue reading on Medium »

In this post, you will learn how to build a serverless A2A gateway on AWS that hosts multiple agents behind a single domain using path-based routing (/agents/{a

In this post, you will learn how metadata works across configuration, ingestion, and retrieval, explore enterprise use cases including multi-agent and multi-ten

A semi-annual review tallies fresh ways to attack AI agents, from prompt injection to token leakage -- alongside one extraordinary, unverified extraction claim.

In this post, you will learn how Inscribe developed an agentic AI system using Amazon Bedrock that reasons across documents the way an expert fraud analyst woul

Enterprise AI has passed a critical tipping point. CIOs face a high-stakes balancing act: managing architectural complexity, volatile costs & strict complia

Cloudflare is giving AI companies until September 15 to separate web crawlers used for search from those used for AI training and agents, or risk being blocked

The greatest threat to your enterprise AI strategy may not be the maturity of the technology, but the operational weight of the infrastructure supporting it.

Most enterprises are still treating agentic AI as a slightly more advanced version of chatbots and copilots. That is the wrong mental model.

In my previous articles, I talked about the death of interfaces and the birth of feeling designs. Screens no longer just wait for us to… Continue reading on Med

The lawsuits are mounting. Authors, artists, musicians, and publishers are suing AI companies for...

Most agent-readiness checks run one scanner and stop. The report reads well, the grade looks final,...

Give warranty registrations a dedicated Agent Account that receives receipts, validates required fields, files attachments, and replies in the same thread.

People trust their AI assistants and it's easy to abuse this trust

You fixed the prompt. You added RAG. You pasted the whole knowledge base into context “just to be safe.”The agent now ignores the refund… Continue reading on Me

A deterministic tool that turns your repos, databases, and docs into portable knowledge graphs AI agents can reason over.

Cursor shipped an iPhone app this week that lets you kick off and steer coding agents from your phone. It’s the clearest sign yet that… Continue reading on Medi

Artificial intelligence has entered a phase. For a years now people have been talking about chatbots that can answer questions write… Continue reading on Medium

How I built an autonomous, self-improving institutional memory core during the hackathon that maps distributed failure topologies in 3D… Continue reading on Med

From fragmented AV datasets to a single explorable FiftyOne collection in under 200 lines of Python Continue reading on Voxel51 »

A reported plan to sell surplus computing power would put Meta up against AWS, Google Cloud and Azure, and give investors a reason to look past its spending. Me

Cigna’s Evernorth health is investing $100 million to support a new AI-powered program designed to improve how patients access and experience specialty pharmacy

Built at HackHazards '26 · FlowMind The Problem Nobody Talks About Every semester,...

This article is brought to you by Melbourne Convention Bureau (MCB) supported by Business Events Australia . As artificial intelligence accelerates global deman

We shipped the agent, changed a prompt, swapped a model and had no idea whether it got better or worse. That blind spot is the real… Continue reading on Medium

If you think ChatGPT is impressive, wait until you meet AI Agents. While traditional AI chatbots wait for you to give them prompts line by… Continue reading on

Subtitle: Bagaimana merancang Sub-Agents, On-Demand Skills, dan Model Context Protocol (MCP) untuk automasi platform engineering yang aman… Continue reading on

Key Takeaways You can't unit-test a coach agent the way you test a pure function — the output is...