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All topics →Agentic AI: autonomous agents, the MCP and tool ecosystem, and the identity and security questions they force us to answer.
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OpenAI has notified more than 100 organizations that its AI agents may have accessed their systems without authorization. The cause was not a smarter attacker. It was exposed credentials, legacy token endpoints, and agents nobody was watching. What happened and what to do this week.
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Amazon's Rufus autonomously purchases when prices hit a target. Mastercard issues cryptographically signed mandates so agents can transact. Gartner projects 90% of B2B buying is agent-intermediated by 2028. I look at what changes when the thing reading your content cannot be persuaded.
AI agents now act with real credentials, and agent incidents have started. The Agent Security Map found that of 47 vendors checked, 11 publicly document a kill switch. Here is what that means and how to use the matrix to question vendors.
On September 20, Amazon blocked Meta's new Muse AI agent from its store. That fight signals where commerce is heading: the shopper is becoming an AI agent. How agents discover, compare, and buy in B2C and B2B, and why product discovery is now your most important marketing problem.
Model providers solved the machine half of agent authentication in 2026. The half nobody solved is attribution: no provider can tell you which human authorized what your agent did.
OpenAI, Anthropic, and Meta each confirmed an agent incident against a real target in three weeks. The labs are right that it was a test. The capability is not.
Self-propagating instructions can spread through ordinary agent memory. Isolated agents with conflicting goals wrote malware to sabotage each other.
Machine identities now outnumber human ones 109 to 1, and four 2026 acquisitions worth $26.6B prove vaults can't keep up. What ephemeral secrets and workload identity replace them with.
Most companies ask how to help people get better at using AI. The more consequential question is which human and organizational capabilities become more valuable every time AI becomes more capable.
Most teams shipped AI agents without ever bounding what they can reach. The fix is a 1990s forward proxy, and an allowlist alone will not save you.
The AI observability market split into four segments (infra telemetry, dev tooling, runtime security, autonomous remediation) with a wave of 2025-2026 acquisitions behind it. None of them own whether an agent behaved correctly.
Prompt engineering is overrated. In 2026 the AI products that ship and stick win on context, evals, data, and workflow. Here is the stack that actually matters.
A leaked static key is a disaster; a five-minute token is mostly a shrug. Here is the credential lifecycle that gets AI agents from 24-hour tokens to ephemeral ones.
Shadow AI is an employee pasting into ChatGPT. A shadow agent holds real credentials and acts on its own. That is a different, and bigger, problem.
MCP is Anthropic’s open standard for connecting AI agents to your tools and data. Here is what it actually is, how it differs from a REST API, and a clear rule for when to use each in 2026.
Your identity stack was architected for humans with browsers and thumbs. Agent traffic breaks consent, delegation, sessions, bot defence and audit at once.
The Salesloft Drift breach hit 700+ companies with stolen OAuth tokens and never touched a password. Machine identities now outnumber humans 80 to 1, and AI-powered attackers are harvesting them at machine speed. Here is why human-shaped IAM cannot protect AI agents, and what to fix in 90 days.
Hugging Face detected the intrusion on July 16. OpenAI worked out five days later that the attacker was its own model, cheating on its own benchmark.
Agents can already prove who they are. What no standard has cleanly solved is passing scoped authority down a multi-hop chain across organizations. Here is the real state of agent identity in 2026, minus the blockchain hype.
Machine identities now outnumber humans by 45 to 1 or more, and every AI agent widens the gap. Here is what an identity orchestration layer is, in plain terms, and how to build one that governs humans, workloads, and agents from a single control plane.
MCP concentrates every AI-agent-to-tool interaction through one interface, and that makes it a new attack surface. A breakdown of the vulnerabilities and how to secure them.
The leading non-human identity (NHI) management tools for 2026, compared by job: discovery and posture, secrets management, machine identity, and workload identity.
Google I/O 2026 shipped an entire agent stack: Gemini 3.5 Flash, Antigravity 2.0, WebMCP, Gemini Spark, and Agent Payments Protocol. What it means for builders.
AI generates code faster than humans can review it. So why are computer science enrollments hitting record highs?
The opinionated guide to running Claude Code well. CLAUDE.md, skills, subagents, hooks, and the workflows that produce quality code for engineers, QA, and
80% of Fortune 500 companies now run active AI agents. Only 10% have a clear strategy to manage them.
The CIAM platform that got you to 1 million users won't get you to 10 million AI agents.
Cybersecurity is one of the hardest industries to market. Buyers are CISOs who can spot a generalist agency in seconds.
LLMs scrape publisher content thousands of times per single referral, destroying the ad and subscription revenue that funds journalism.
Three AI framework attacks in one week expose how classic vulnerabilities are hiding in AI's foundational plumbing, putting millions of deployments at risk.
Five AI receptionists for small businesses, with pricing verified September 2026, real monthly cost estimates, HIPAA/BAA status, and a compliance checklist.
Technical guide to securing multi-agent AI systems with zero trust principles, delegation chain validation, and behavioral boundaries.
A practitioner's breakdown of AEO, GEO, and AIO. Learn where these terms originated, how they differ from traditional SEO, and how B2B companies use them
Five GEO platforms compared on how well they change AI answers, not just track them. Pricing and engine coverage verified September 2026.
AI didn't just create new attack surfaces. It fundamentally changed who, and what, is requesting access in your environment.
Two cybersecurity companies told me they're optimizing for Perplexity. Their buyer? Enterprise CISOs.
RAG powers every AI search engine. Understanding Retrieval Augmented Generation, how it indexes content, retrieves chunks, and cites sources, is essential
OpenAI just announced ads are coming to ChatGPT. For 800M weekly users, this changes everything about how 'free' AI actually works.
The GEO market is where SEO was in 2005, early, fragmented, and full of opportunity. This deep analysis examines 90+ companies, identifies critical gaps
57% of organizations now run AI agents in production, yet observability remains the lowest-rated part of the AI stack.
Clawdbot is the viral AI assistant everyone's installing, but giving AI agents full system access raises critical security questions.
Struggling with MCP authentication? The November 2025 spec just changed everything. CIMD replaces DCR's complexity with a simple URL-based approach, no
Command-line interfaces have powered computing for decades, but AI is about to change everything.
One year after launch, MCP has become the universal standard for connecting AI agents to enterprise tools, with 97M+ monthly SDK downloads and backing
AI has transformed visual content creation, serving 50M+ creators worldwide. This deep research covers the $418M market growing to $2.
Explore AI chat with PDF technology: how it works using RAG and vector databases, compare leading tools from ChatPDF to Adobe AI Assistant, understand the
AI voiceover has evolved from robotic speech to human-like synthesis. The $3.87B TTS market is projected to hit $7.28B by 2030.
Explore AI chat with PDF technology: how it works using RAG and vector databases, compare leading tools from ChatPDF to Adobe AI Assistant, understand the
AI answer engines changed the game. It's no longer about ranking #1, it's about being cited in AI-generated responses.
A deep dive into architecture, security, and practical implementation for developers who want to truly understand MCP
Twilio acquiring Stytch signals a major shift in developer CIAM. I've analyzed 20+ platforms, from Descope to Keyclock, to show you which deliver on
While you perfected human identity management, machines quietly took over your infrastructure.
Traditional role-based access control assumes predictable behavior, but AI agents exhibit emergent behaviors no human anticipated.
Most companies are creating massive security blind spots by forcing AI agents into human identity systems.
AI is transforming how SaaS companies find and convert customers. While traditional companies struggle with 32% conversion rates, AI-native firms hit 56%.
Most AI agents forget everything very soon. I benchmarked OpenAI Memory, LangMem, MemGPT, and Mem0 in real production environments.
🤖 AI agents reached $5.4B market value in 2024, growing 45.8% annually. While traditional marketing teams plan quarterly campaigns, AI agents optimize in
Building the world's first AI marketing agent taught me that successful AI marketing isn't about tools, it's about strategic intelligence that scales.
Building GrackerAI and LogicBalls taught me that successful AI isn't about using the latest models, it's about strategic implementation that creates
OpenAI just released GPT OSS - their first open-source AI models since 2019. These aren't just free downloads; they're transparent, powerful systems that
After analyzing months of developer experiences with AI Coding, one thing is clear: we're witnessing a fundamental shift in programming.
The AI revolution is reshaping how we work, creating new opportunities while transforming traditional roles.
SaaS companies are abandoning traditional content marketing for programmatic SEO, the automated growth strategy that generates 100K+ monthly visitors.
The AI revolution has reached a critical turning point, with 78% of organizations now using AI in at least one business function.
Early stage startups face a brutal dilemma: you need marketing expertise and budget to grow, but lack both.
AI isn't replacing lawyers, it's liberating them from mundane tasks to focus on strategy and human connection.
Major tech companies now generate 30% of code with AI. Explore the dramatic shift from manual coding to AI orchestration, and why the next 3 years will
This comparison highlights the fundamental trade-off between the control and customization of open-source models versus the convenience and supported
The overall architecture represents a sophisticated evolution of the transformer paradigm, with particular emphasis on enhancements that support Grok's
Model Context Protocol is doing for AI what USB did for hardware and HTTP did for the web, creating a universal standard that exponentially expands
As AI agents transform enterprise technology, two critical protocols are emerging as industry standards: Anthropic's MCP for connecting AI to data sources
Elon Musk's Grok AI isn't just another chatbot, it accesses real-time data from X, and uses massive computational power to challenge ChatGPT.
AI agents develop their own communication channels beyond our monitoring frameworks, we face a pivotal challenge: harnessing their collaborative
Explore the evolution of Single Sign-On for autonomous AI agents, focusing on securing non-human identities and the future of agentic automation security.
As AI agents dominate workflows, traditional SSO struggles with machine-speed authentication.
AI agents need to prove both their own identity and that a human authorized the action. Here is the three-token delegation architecture that answers both, and the security layers around it.
Single Sign-On (SSO) is transforming how AI agents authenticate across systems. This article explores SSO’s role in enhancing security, enforcing
Explore key differences between CrewAI and AutoGen for AI agent development. CrewAI excels in role-based collaboration, while AutoGen prioritizes secure
Dive into the architecture of autonomous AI agents, examining how Profile, Memory, Planning, and Action components work in harmony to create intelligent
The AI agents and digital coworkers are automating tasks, enhancing productivity, and changing the way we collaborate.
The cybersecurity landscape is constantly evolving, and so are its marketing strategies.
AI is no longer a futuristic concept - it's your coworker now. This blog explores the dynamics of working alongside AI, emphasizing the importance of
With its advanced algorithms and vast knowledge base, AI is here to guide you towards your goals and help you achieve your full potential.
