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Analysis on enterprise AI governance, inline policy enforcement, agentic AI security, and regulatory compliance.

AI Agent Memory Security: What a Gateway Sees, and What Persists Where It Cannot Reach

Agent memory spans the context window, provider-hosted long-term memory, vector-store RAG memory, and local file state. Attacks like MINJA, SpAIware, the Gemini delayed-tool-invocation poisoning, and the July 2026 MemGhost paper corrupt that memory through prompt content. This article maps each memory type and attack to the HTTP AI request boundary, and is blunt about which steps a gateway can see and which persist where it cannot reach.

Platform & Architectureagentic-aillm-securityprompt-injectionai-securityarchitectureforensic-audit
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Vercel AI Gateway Alternatives: When Zero-Markup Routing Is Not the Layer You Need

Vercel AI Gateway went GA in August 2025 as a zero-markup unified endpoint welded to the Vercel AI SDK, with default zero data retention, provider allowlists, and failover. Its identity model is team and project scoped, and it runs only as Vercel-hosted SaaS. This piece covers who genuinely needs an alternative, from self-hosting to identity-bound audit, and maps the alternative set by what each option actually enforces.

Comparisons & Alternativesai-gatewaycomparisonarchitectureidentity-and-authorizationauditai-security
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LiteLLM Alternatives in 2026: Routing Layers, Security Layers, and What Each One Actually Enforces

LiteLLM ships as a Python SDK and a Proxy Server, and the proxy is what people compare and what a run of 2026 CVEs hit, including CVE-2026-42271 in the CISA KEV catalog and a June auth-bypass batch led by CVE-2026-12773. This piece separates the SDK from the proxy, walks the real alternative landscape from Portkey to Envoy AI Gateway with honest positioning, and marks which options route traffic and which enforce policy.

Comparisons & Alternativesai-gatewaycomparisonllm-securityai-securityarchitecturepolicy-enforcement
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DeepInspect vs OpenRouter: Key-Bound Convenience and Identity-Bound Evidence

OpenRouter is a hosted unified API to 400+ models across 50+ providers, with routing, fallbacks, BYOK, and a real guardrails layer that does PII detection, prompt-injection screening, model allowlists, and per-key budgets. Its policy binds to an API key, and its logging is opt-in observability. This piece covers what OpenRouter does well, why its key-bound model differs from identity-bound enforcement, and who needs a self-hosted alternative.

Comparisons & Alternativesai-gatewaycomparisonidentity-and-authorizationauditai-securitypolicy-enforcement
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DeepInspect vs MuleSoft AI Gateway: One Control Plane for Every API, and One Built for AI Evidence

MuleSoft AI Gateway reached GA for its LLM capabilities on March 30, 2026 and runs on the Omni Gateway, formerly Flex Gateway, now at version 1.13. It governs LLM, MCP, and A2A traffic through one control plane with real policies: LLM Token Based Rate Limit, LLM PII Detection, and delegated content safety. This piece covers what MuleSoft AI Gateway does well, where its audit and identity model stops, and how a MuleSoft shop composes the two.

Comparisons & Alternativesai-gatewaycomparisonarchitectureauditpolicy-enforcementai-security
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The FCA Mills Review Puts Agentic Finance on the Record: Who Is Accountable When an AI Agent Moves the Money

The FCA published the Mills Review on July 6, 2026, the first review of its kind by a financial regulator. It names four shifts AI is driving in retail financial services and makes seven recommendations, including enabling the foundations for agentic finance. This article stays on the accountability gap the Review opens: once an agent acts within a customer pre-set goal, a firm has to prove per action which identity authorized it and what the agent asked the model to do.

Industry Verticalsai-governanceai-complianceagentic-airegulationforensic-auditai-security
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69% of Enterprises Let AI Agents Share Credentials: The Attribution Problem That Starts Before the Breach

VentureBeat Q2 2026 agentic security research found that 69% of enterprises let AI agents share credentials, and 54% had already had an agent-related security incident or near-incident. With several agents on one key, the forensic trail goes cold at the credential level. This is an attribution problem an identity-aware gateway fixes before anything goes wrong, and this article walks through what per-agent identity and per-decision logging change about incident response.

Problem-Awareagentic-aiai-securityidentity-and-authorizationforensic-auditai-governancellm-security
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The ECB Gave 110 Banks Until October 31 to File AI Cyber Plans: What Supervisors Will Inspect

On July 7, 2026 the ECB Supervisory Board wrote to the 110 banks it directly supervises and gave them until October 31 to submit plans against AI-enabled cyber threats. This walks the ECB asks item by item, separates the ones a policy gateway produces evidence for from the ones it has nothing to do with, and describes what a supervisor will actually inspect in the filing.

Industry Verticalsai-securityai-compliancedoraregulationai-governanceaudit
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DeepInspect vs Gloo AI Gateway: The Product Is Now agentgateway, and Here Is What Changed

Solo.io announced Gloo AI Gateway in July 2024. It no longer exists under that name. Solo.io donated Gloo Gateway to the CNCF as kgateway, launched agentgateway in April 2025, contributed agentgateway to the Linux Foundation in August 2025, and removed Gloo from its product line entirely. The Gloo AI Gateway page now redirects to agentgateway. This piece covers what the product actually is today, what it enforces, and where a regulated workload still needs a second layer.

Comparisons & Alternativesai-gatewaycomparisonagentic-aikubernetesarchitectureaudit
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DeepInspect vs Guardrails AI: A Library You Must Remember to Call, and a Gateway Traffic Must Pass Through

Guardrails AI is an Apache 2.0 Python framework with 70 validators in its Hub, covering PII detection through Presidio, jailbreak detection, secrets scanning, and structured output validation. It runs in the application process, or as a Flask server with OpenAI-compatible endpoints. Both modes are opt-in: a code path that skips the guard is unguarded. This piece covers what Guardrails AI validates well, what it never evaluates, and how the two layers compose.

Comparisons & Alternativescomparisonllm-securityai-securitypolicy-enforcementarchitectureaudit
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DeepInspect vs F5 AI Gateway: Processors, Records, and What Gets Signed

F5 AI Gateway, announced November 2024, is a containerized Kubernetes proxy with a pluggable processor model. Processors modify, reject, or annotate traffic, and F5 ships prompt injection detection, data security matchers, and language identification. Its core stores an auditable record of every request and exports it to S3. That record carries no signature and no natural-person binding. This piece separates F5 AI Gateway from F5 AI Guardrails, then walks through the composition pattern.

Comparisons & Alternativesai-gatewaycomparisonai-securitykubernetesauditinline-enforcement
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DeepInspect vs Envoy AI Gateway: Two Layers of the Same Kubernetes Data Path

Envoy AI Gateway reached 1.0 on June 23, 2026 with 16 providers behind one OpenAI-compatible API, cross-provider translation, token-aware rate limiting, and an MCP gateway with CEL-based per-tool authorization. It is the strongest open-source routing layer for a Kubernetes platform team. Its identity model projects JWT claims and its telemetry is OpenTelemetry. This piece covers what Envoy AI Gateway does, what a regulated workload still needs, and how the two layers compose.

Comparisons & Alternativesai-gatewaycomparisonkubernetesarchitectureauditai-security
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