Blog
Insights from our experts on deploying AI Agents securely and effectively)
Claude Duet Security for Enterprises
Claude Duet works in the background with Gmail, Slack and Stripe access. See what it can reach, the risks for your company and how to govern it today.
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AI in Cybersecurity: Attack and Defense
AI in cybersecurity in 2026: how attackers use AI, how defenders respond and how to secure AI agents. Data from ENISA, Google and OWASP.
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Agent Harness Explained: Own the Memory
What is an agent harness? See what the loop, tools, context and memory do, and why memory is the part to own so it stays portable.
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How To Secure GitHub MCP
How to secure GitHub MCP: least-privilege tokens, read-only toolsets, lockdown mode, and runtime prompt injection and secret detection at the gateway.
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PHP2Shell AI-Assisted Exploitation
PHP2Shell explained: how AI helped find and exploit two critical PHP RCE flaws, what OpenAI's checker does, and how to defend against AI-speed attacks.
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AI Vulnerability Management: 2026 Guide
AI vulnerability management explained: inventory AI assets, test, prioritize by exploitability, contain and disclose, mapped to OWASP 2026.
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Knowledge Graph vs Context Graph
Knowledge graph, context graph or vector database? A plain-English guide to what each stores, how they differ and which your AI memory needs.
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What Is a Second Brain for AI?
What is a second brain for AI? Learn where the idea comes from, how it works with MCP, and why your memory should not live in one AI vendor.
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What Is a Company Brain? A Plain Guide
A company brain is one shared memory for your team and its AI agents. See how it differs from a wiki, RAG and ChatGPT memory, and what to look for.
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Who Owns AI Memory? ChatGPT vs Claude
Who owns AI memory? See what ChatGPT, Claude, Gemini and Grok remember, how to check it and what companies risk. Updated October 2026.
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Self-Hosted AI Gateway: Deploy in 7 Steps
Deploy a self-hosted AI gateway on Kubernetes in 7 steps: prerequisites, Helm install, TLS, first request, scaling and security hardening.
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Claude Fable 5.1 vs GPT-6 Astra (2026)
Claude Fable 5.1 vs GPT-6 Astra: same $10/$50 price, near-tied intelligence, different cost per task. See which fits your agents.
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AI Gateway for Agentic AI: Secure Agents
How an AI gateway for agentic AI secures multi-agent workflows: tool access, MCP auth, tracing and token budgets, with 2026 data.
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Claude Opus 5.5 vs GPT-6 Sol: Benchmarks
Claude Opus 5.5 vs GPT-6 Sol compared: benchmarks, API pricing, cost per task and prompt injection resistance. Updated October 2026.
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Claude Code Security: Enterprise Guide
Claude Code security beyond the built-in scanner: 2026 plugin, git and CI flaws, credential leaks and the controls to set before rollout.
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Gemini 4 Argon vs GPT-6 Astra (2026)
Gemini 4 Argon vs GPT-6 Astra compared: benchmarks, pricing, limits and security, with vendor-reported and independent scores labeled.
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Gemini 4 Argon vs Claude Opus 5.5 (2026)
Gemini 4 Argon vs Claude Opus 5.5 compared: benchmarks, pricing, limits and security, with vendor-reported and independent scores labeled.
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GDPR and AI: UK CISO Compliance Guide
GDPR and AI for UK CISOs: what the Data (Use and Access) Act changed, lawful bases, automated decisions, DPIAs, vendors and the controls to evidence.
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AI Governance for UK Financial Services
AI governance for UK financial services: FCA, PRA, the Mills Review, critical third parties and UK GDPR, with a CISO plan to evidence AI controls.
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MCP Server Registries for UK Enterprises
MCP server registries for UK enterprises: why registry-only modes can be bypassed, a DEFRA example, and how gateways enforce MCP allowlists.
AI in Cybersecurity: Attack and Defense
AI in cybersecurity in 2026: how attackers use AI, how defenders respond and how to secure AI agents. Data from ENISA, Google and OWASP.
Agent Harness Explained: Own the Memory
What is an agent harness? See what the loop, tools, context and memory do, and why memory is the part to own so it stays portable.
How To Secure GitHub MCP
How to secure GitHub MCP: least-privilege tokens, read-only toolsets, lockdown mode, and runtime prompt injection and secret detection at the gateway.
PHP2Shell AI-Assisted Exploitation
PHP2Shell explained: how AI helped find and exploit two critical PHP RCE flaws, what OpenAI's checker does, and how to defend against AI-speed attacks.
AI Vulnerability Management: 2026 Guide
AI vulnerability management explained: inventory AI assets, test, prioritize by exploitability, contain and disclose, mapped to OWASP 2026.
Knowledge Graph vs Context Graph
Knowledge graph, context graph or vector database? A plain-English guide to what each stores, how they differ and which your AI memory needs.
What Is a Second Brain for AI?
What is a second brain for AI? Learn where the idea comes from, how it works with MCP, and why your memory should not live in one AI vendor.
What Is a Company Brain? A Plain Guide
A company brain is one shared memory for your team and its AI agents. See how it differs from a wiki, RAG and ChatGPT memory, and what to look for.
Who Owns AI Memory? ChatGPT vs Claude
Who owns AI memory? See what ChatGPT, Claude, Gemini and Grok remember, how to check it and what companies risk. Updated October 2026.
Self-Hosted AI Gateway: Deploy in 7 Steps
Deploy a self-hosted AI gateway on Kubernetes in 7 steps: prerequisites, Helm install, TLS, first request, scaling and security hardening.
Claude Fable 5.1 vs GPT-6 Astra (2026)
Claude Fable 5.1 vs GPT-6 Astra: same $10/$50 price, near-tied intelligence, different cost per task. See which fits your agents.
AI Gateway for Agentic AI: Secure Agents
How an AI gateway for agentic AI secures multi-agent workflows: tool access, MCP auth, tracing and token budgets, with 2026 data.
Claude Opus 5.5 vs GPT-6 Sol: Benchmarks
Claude Opus 5.5 vs GPT-6 Sol compared: benchmarks, API pricing, cost per task and prompt injection resistance. Updated October 2026.
Claude Code Security: Enterprise Guide
Claude Code security beyond the built-in scanner: 2026 plugin, git and CI flaws, credential leaks and the controls to set before rollout.
Gemini 4 Argon vs GPT-6 Astra (2026)
Gemini 4 Argon vs GPT-6 Astra compared: benchmarks, pricing, limits and security, with vendor-reported and independent scores labeled.
Gemini 4 Argon vs Claude Opus 5.5 (2026)
Gemini 4 Argon vs Claude Opus 5.5 compared: benchmarks, pricing, limits and security, with vendor-reported and independent scores labeled.
GDPR and AI: UK CISO Compliance Guide
GDPR and AI for UK CISOs: what the Data (Use and Access) Act changed, lawful bases, automated decisions, DPIAs, vendors and the controls to evidence.
AI Governance for UK Financial Services
AI governance for UK financial services: FCA, PRA, the Mills Review, critical third parties and UK GDPR, with a CISO plan to evidence AI controls.
MCP Server Registries for UK Enterprises
MCP server registries for UK enterprises: why registry-only modes can be bypassed, a DEFRA example, and how gateways enforce MCP allowlists.