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Latest news and insights from the Curtail team.

MCPAPI TestingReGradePlaywrightAI CodingAgentic AI Coding

Playwright MCP Gave AI Eyes for the Browser. ReGrade Does the Same for Your Network.

Playwright MCP transformed UI testing by giving AI agents structured access to browser state. ReGrade applies the same principle to network behavior — catching API regressions, missing headers, and subtle behavioral changes at the packet level, with no test scripts to write.

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Agentic AILLM RisksVerificationLLM as Analyst

The Hidden Risks of Agentic AI Systems — And Why Verification Matters

Agentic AI systems that let LLMs fetch and analyze data look powerful on the surface. But a growing body of research reveals dangerous failure modes — from silent hallucinations to context window degradation — that make verification essential.

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aillmmachine-learningreasoningsoftware-engineering

LLMs - Strengths and Weaknesses

We keep treating LLMs like reasoning machines — and then act surprised when they confidently get math, logic, or proofs wrong. CTO Robert Ross digs into the limits that rarely make it into the headlines.

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Best Practices for Building a Robust Agentic Coding Workflow

CTO Robert Ross explores how to create reliable AI agent-driven development processes with tooling, checkpoints, and feedback loops.

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Podcast: The Risks of Zero-Day Attacks in Open Source Software

CEO Frank Huerta discusses open source security vulnerabilities on The Embedded Frontier Podcast.

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Detecting Security Flaws in Software

Curtail CEO Frank Huerta explains why there is a huge need for automation tools that detect security flaws in software.

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Predicting the Cybersecurity Landscape of 2023

CEO Frank Huerta shares his outlook for cybersecurity developments expected throughout 2023.

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