Risk-Aware Decision-Making for Scalable Reliability Systems | Oreoluwa Omoike | Conf42 SRE 2026

Presenters Oreoluwa Omoike Source Conf42 SRE 2026 🚀 AI-Driven Risk-Aware Decisions: Transforming Scalable Reliability Systems Hey tech enthusiasts! Ever found yourself jolted awake at 2 AM by an alert, only to spend precious minutes (or more!) hunting down a root cause that feels eerily familiar? Oreoluwa Omoike, who has spent years building reliability systems at scale, shared some groundbreaking insights at S Conference 2026 about moving beyond reactive problem-solving to smarter, proactive risk management. This isn’t just about detecting issues; it’s about making intelligent decisions before things go south. Let’s dive into the world of AI-driven risk-aware decision-making for scalable reliability systems! ...

March 19, 2026 · 5 min

Scale or Fail as Spotify's Growth Exposed the Abstraction Paradox | Stuart Clark | Conf42 SRE 2026

Presenters Stuart Clark Source Conf42 SRE 2026 Scale or Fail: How Spotify Solved the Abstraction Paradox 🚀 In the high-stakes world of software engineering, we often treat abstraction as our greatest ally. We build layers to hide complexity, simplify workflows, and help our teams move faster. But what happens when those very abstractions become your biggest enemy during a 3:00 a.m. critical incident? Stuart Clark, Senior Developer Advocate at Spotify, recently shared a compelling story about how Spotify nearly fell into the abstraction trap and how they engineered their way out of it. This isn’t just a story about code; it’s about scaling operational knowledge across thousands of engineers. ...

March 19, 2026 · 4 min

SRE-Ready NDC Shopping: Caching at Scale Without Pricing Drift | Mukul Kumar Gaur | Conf42 SRE 2026

Presenters Mukul Kumar Gaur Source Conf42 SRE 2026 Hello everyone, and a huge thank you for joining this insightful session with Mukul Kumar Gaur! Today, we’re diving deep into a pressing challenge many airlines and Online Booking Platforms (OBPs) face: how to scale NDC shopping traffic while keeping prices accurate and systems reliable. Get ready to discover how intelligent caching is revolutionizing airline distribution! The NDC Challenge: Navigating a Skyrocketing Demand 💥 The world of airline distribution is evolving rapidly, moving towards modern retailing and dynamic offers. While this brings incredible flexibility, it also creates a massive headache for infrastructure. Mukul Kumar Gaur highlights a dramatic increase in shopping requests, not just in volume but also in complexity. Each request now demands significantly more computation than ever before, involving intricate calculations for fares, taxes, inventory, availability, and merchandising rules. ...

March 19, 2026 · 5 min

Strengthening Regulated Production Systems | Shruthi Sepuri | Conf42 SRE 2026

Presenters Shruthi Sepuri Source Conf42 SRE 2026 Beyond Uptime: Why Your “Healthy” System Might Still Be Failing the Business 🚀 In the world of regulated enterprise platforms, we often obsess over a single version of the truth: the dashboard. If the lights are green, we breathe a sigh of relief. But what if those green lights are lying? Shruthi Sepuri, an expert in enterprise systems testing and reliability, argues that for systems making high-stakes business decisions, technical health is no longer the gold standard. A system can have 99.99% uptime and still be a catastrophic failure if the decisions it automates are wrong. ...

March 19, 2026 · 4 min

AI-Assisted Incident Response Using LLMs and MCP | Makarand Gujarathi | Conf42 SRE 2026

Presenters Makarand Gujarathi Source Conf42 SRE 2026 From Chaos to Clarity: Revolutionizing Incident Response with AI and MCP 🚀 In the world of modern software, the transition from monoliths to microservices has brought unparalleled scale but also a massive headache for on-call engineers. If you have ever been paged at 2:00 AM, you know the drill: a single user request might touch five to 10 microservices, each with its own database, cache, and deployment pipeline. When things break, the noise is deafening. ...

March 19, 2026 · 4 min