Tuesday, August 11, 2026
LIVEThe Unrelenting Cyber Battle: Hacking Threats and the Imperative of Robust Data Protection///Navigating the Cyber Labyrinth: Bolstering Defenses Against Evolving Hacking Threats///The Dual Front War: Battling Hacking and Bolstering Data Protection in the Digital Age///The Ever-Evolving Cyber Threat Landscape: Navigating Hacking and Fortifying Data Protection///The Unseen Battle: Fortifying Data in an Age of Relentless Hacking///The Unseen War: Hacking's Relentless Advance and the Imperative of Data Protection///The Evolving Threat Landscape: Hacking, Data Protection, and the Imperative for Proactive Security///Navigating the Digital Minefield: Bolstering Data Protection in an Era of Relentless Hacking///The Dual Fronts of Digital Defense: Combating Hacking and Fortifying Data Protection///Hacking's New Frontier: Fortifying Data Protection in the Age of Advanced Cyber Threats///The Dual Front: Navigating Hacking Threats and Fortifying Data Protection in the Digital Age///Navigating the Digital Gauntlet: The Evolving Nexus of Hacking and Data Protection///The Unrelenting Cyber Battle: Hacking Threats and the Imperative of Robust Data Protection///Navigating the Cyber Labyrinth: Bolstering Defenses Against Evolving Hacking Threats///The Dual Front War: Battling Hacking and Bolstering Data Protection in the Digital Age///The Ever-Evolving Cyber Threat Landscape: Navigating Hacking and Fortifying Data Protection///The Unseen Battle: Fortifying Data in an Age of Relentless Hacking///The Unseen War: Hacking's Relentless Advance and the Imperative of Data Protection///The Evolving Threat Landscape: Hacking, Data Protection, and the Imperative for Proactive Security///Navigating the Digital Minefield: Bolstering Data Protection in an Era of Relentless Hacking///The Dual Fronts of Digital Defense: Combating Hacking and Fortifying Data Protection///Hacking's New Frontier: Fortifying Data Protection in the Age of Advanced Cyber Threats///The Dual Front: Navigating Hacking Threats and Fortifying Data Protection in the Digital Age///Navigating the Digital Gauntlet: The Evolving Nexus of Hacking and Data Protection///
Subscribe
Cyber Security
Independent · Digital
Thehackingpost
RSSSubscribe
CybersecurityAI-assisted

Why APIs Alone Won’t Cut It in the AI Era

Kumar Chivukula, co-founder and CEO of Codeglide.ai, a subsidiary of Upsera, discusses the impact of the Model Context Protocol (MCP) on enterprise API integration with large language models. Traditionally, APIs have facilitated data access but were not…

NBy Noah RedmondSep 01, 20251 min read

Kumar Chivukula, co-founder and CEO of Codeglide.ai, a subsidiary of Upsera, discusses the impact of the Model Context Protocol (MCP) on enterprise API integration with large language models. Traditionally, APIs have facilitated data access but were not developed with artificial intelligence in mind, lacking features such as memory, context, and intent awareness. This has led to the frequent need for developers to implement additional code when models are updated.

Introduction of the Model Context Protocol

Anthropic's introduction of the MCP earlier this year has provided a standardized method to enhance APIs with context-aware capabilities suitable for AI applications. The implementation of MCP involves more than just a simple server setup. Enterprises often manage numerous APIs, many of which may be outdated or lack sufficient documentation. This complexity necessitates a lifecycle approach to managing API updates in line with model changes. Codeglide offers a continuous MCP server platform that manages the creation, updates, and security scanning of APIs at scale.

Enterprises must adopt a sustainable framework to refactor APIs for AI interaction, ensuring security and continuous change management. Codeglide integrates with GitHub's extensive ecosystem, which hosts millions of API repositories, facilitating developer and enterprise engagement.

This has led to the frequent need for developers to implement additional code when models are updated.
Noah Redmond · Thehackingpost

With over a billion APIs in operation and the AI economy's value reaching tens of billions, the adoption of MCP is becoming a necessity. Organizations must strategically manage this transition to avoid increased complexity. Platforms such as Codeglide provide a potential solution for effective MCP implementation.

Advertisement

Based on reporting by devops.com.

AI transparency. This article was produced with the assistance of artificial intelligence and published under human editorial oversight. AI systems can make mistakes. Read how we use AI (EU AI Act, Art. 50).
Related Stories
Cybersecurity

Why Fintech Banking Platforms Are Reducing Operational Costs by 40%

Paige Monroe · Mar 26, 2026
Cybersecurity

Dogecoin Price Prediction: SHIB Burns 172M Tokens as Pepeto Exchange Earns From Every Trade

Eric Wallace · Mar 26, 2026
Cybersecurity

Solana Price Prediction: SOL Holds $86 With Commodity Status as Pepeto Targets Bigger Returns

Zachary Burns · Mar 26, 2026
Cybersecurity

Open Directory Malware Campaign Uses Obfuscated VBS, PNG Loaders and RAT Payloads

Joseph Cain · Mar 26, 2026