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Birol Yildiz on Autonomous Incident Response and the Future of AI SRE | Harness Blog

At SREday NYC 2026, the ShipTalk podcast welcomed Birol Yildiz, Co-founder and CEO of ilert, for a conversation about the next evolution of incident response. In the episode, ShipTalk host Dewan Ahmed, Principal Developer Advocate at Harness, spoke with Birol about how artificial intelligence is transforming reliability engineering—from simply assisting engineers during incidents to autonomously diagnosing and resolving outages.

The Role of Industrial Cleaning in Maintaining Uptime Across Energy Operations

In energy operations, particularly within oil and gas environments, uptime is not simply a performance metric, it is a defining factor of profitability and operational stability. Every hour of downtime can translate into significant financial loss, logistical disruption, and increased safety risks. While discussions around uptime often focus on equipment design, predictive maintenance, and workforce efficiency, one critical factor is frequently underestimated: industrial cleaning.

Operational Efficiency Starts With Financial Clarity

In many organizations, operational efficiency is discussed in terms of workflows, automation, and productivity metrics. Teams invest in tools, refine processes, and optimize systems to reduce friction and improve output. Yet one of the most important drivers of efficiency often sits just beneath the surface: financial clarity.

How Tech-Enabled Collections Reduce Financial Bottlenecks

Small delays in payment can create large problems for a growing business. Many companies find that manual tracking creates human errors and slows down the flow of money. Using modern digital tools helps solve these issues by making the whole process much faster. Cash flow stays healthy when revenue moves without getting stuck in old systems. These new advancements allow teams to focus on their main work instead of chasing late bills. A clear path for money to enter the bank account helps every department succeed.

IPTV vs Traditional Cable: Why IPTV Is the Modern Alternative

Traditional cable television was once the dominant method of content delivery, relying on coaxial networks and continuous signal broadcasting across entire regions. Every channel is transmitted simultaneously, whether viewers are watching it or not. This fixed model limits flexibility, increases infrastructure costs, and depends heavily on physical network expansion.

Best VPS Providers in 2026: Ranking by Price, Performance, and Support Quality

Choosing a VPS provider directly impacts application performance, service availability, and overall infrastructure costs. While dozens of companies offer virtual servers, the real differences in performance, server geography, and support quality are substantial.

API Error Monitoring: A Complete Guide to Detecting and Resolving API Failures

APIs power nearly every modern digital experience. From mobile apps and SaaS platforms to payment gateways and internal microservices, APIs handle authentication, transactions, content delivery, and system-to-system communication. When an API fails, users often experience broken features, slow responses, or complete service outages. In many cases, they leave before your team even realizes something is wrong. The business impact of API failures is significant.

API Availability Monitoring: How to Measure True API Availability

APIs are no longer just integration layers. They power customer logins, payment processing, SaaS workflows, partner ecosystems, and mobile applications. When an API becomes unavailable, revenue stops, user trust declines, and service level agreements are immediately at risk. Yet many teams still define API availability in the simplest possible way. If an endpoint responds with a 200 OK, the API is considered available. Monitoring dashboards stay green. Alerts remain silent. Everything appears healthy.