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LLM Observability for Reliability and Stability: A Monitoring Strategy for Phone Communication

LLM APIs offer groundbreaking potential, but also present challenges such as response latency, hallucinations, and service instability. In Japan, where telephone communication remains crucial for business, these issues present significant barriers to the introduction of LLM-based applications. Despite being a relatively young startup, we have developed and deployed an LLM-based telephone service with over 40 million calls.

An open source tool to speed up iOS app launch

What do the Snapchat, Airbnb, and Spotify iOS apps have in common? They all use order files to speed up their iOS app launch times. Order files re-order your binary to improve how symbols are loaded into memory. No code changes are necessary, but generating an optimized order file can be cumbersome, so it’s mostly done by larger teams or teams willing to pay for a service like Emerge Tools’ Launch Booster. It just so happens that Emerge Tools is now part of Sentry.

Securing AI with AI-SPM: The Next Step in AI Risk Management

The conversations around artificial intelligence (AI) typically revolve around its vast potential: writing applications, automating tasks, or transforming entire industries. However, despite the excitement around AI’s potential, the more pressing issue for many organizations is how to manage the risks of deploying it at scale across the enterprise. This is where AI Security Posture Management (AI-SPM) comes into play.

AI is now writing code at scale - but who's checking it?

As Generative AI (GenAI) reshapes the software development landscape, the risks and complexities around managing what gets built, where it comes from, and how it’s secured are growing just as fast. The Cloudsmith 2025 Artifact Management Report dives into this shift, offering critical insights into how teams are adapting their infrastructure and software supply chain security practices in response to the AI-generated code.

How Physical Presence Amplifies Digital Signals

In today's digital-heavy world, where ads, emails, and social content flood every feed, brands constantly try to stand out online. Companies invest in SEO, video marketing, and paid campaigns to capture a buyer's attention. But even the most polished digital strategy can fall flat without something to ground it. That grounding force is physical presence. When a brand shows up in person, it reinforces its digital signals and brings them to life. A face-to-face interaction can turn a passive viewer into a loyal client and a quick scroll into a real conversation.

How AI Agent Frameworks Are Reshaping IT Infrastructure in the Enterprise

The rise of artificial intelligence in enterprise settings marks a new era of productivity, automation, and operational intelligence. At the core of this transformation lies AI agent frameworks. These frameworks work for more than just developers, but are seen as the backbone of enterprise AI deployment, enhancing data-driven decisions. In this article, we will explore how AI agent frameworks are being used in IT infrastructure, why they're important for enterprise environments and how businesses can benefit from advancing technologies.

Why Financial Reporting Software Belongs in the Modern Ops Tech Stack

Today, operations aren't just about logistics, workflows, and keeping the cogs turning; they'reabout immediatedecision-making, departmental harmony, and calculated impact. And at the center of thistransformation in operations is data Not just data, though - financial data,the lifeblood of business. Yet, too many companies continue to act as if financial reporting is the exclusive domain of the finance department, emerging only at month-end close or quarterlyreviews. But that outmoded way of thinkingalso holds businesses back.