Dispatches from O’Reilly: The accidental orchestrator
Experiments in agentic engineering and AI-driven development
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Cloud Computing
Breaking your AI storage bottlenecks
Recorded at HumanX, Ryan sits down with Garima Kapoor and Anand Babu Periasamy, co-founders and co-CEOs of MinIO, to chat about eliminating the storage bottlenecks that leave GPUs underutilized, their partnership with NVIDIA on the new STX reference architecture, and why modern AI infrastructure is converging on S3-compatible object storage.
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Shipping features to production just got easier with new feature flags in AppLifecycle Manager
Many development teams are familiar with the hesitation that comes right before pushing a new feature live. As AI helps developers write code faster, the gap between rapid code generation and safe production deployment continues to grow. Feature flags offer a practical way to manage this risk by separating the act of deploying code from
The top announcements for startups from Google I/O ‘26
Many of the world’s fastest-growing AI startups are choosing to build their future — and the world’s — on Google Cloud because of our complete and open AI stack. We embed AI into every layer of our architecture so your team is fully equipped to build and scale for the agentic era. At Google Cloud
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AI Studio unlocks full-stack vibe coding with Cloud Run, Firebase, and Cloud SQL, no credit card required
At Google I/O 2026, we announced updates to the integration between Google AI Studio and Google Cloud: New users can deploy up to two full-stack applications to the Google Cloud Starter Tier, no billing account required An expanded choice of databases: Firestore for non-relational data, and Cloud SQL as a new relational database option Tight
Coding agents are giving everyone decision fatigue
With much of a software engineer’s time moving from writing code to structuring prompts and reviewing code, the workday is getting denser and more intense. Can AI solve the problems it’s causing?
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API Keys Are Open Secrets
Today, AI services rely heavily on API keys. To run AI agents, users provide API keys that signify paid tokens, subscriptions, or paid accounts. While API keys are easy to use, it is just as easy to use them unsafely. The result of a hijacked key is a compromised environment that is misused or abused
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Announcing updated retry behavior for AWS SDKs and Tools
When your application calls an AWS service and the request fails with a retryable error, the AWS SDK retries it automatically. The retry behavior controls how long the SDK waits between attempts and when it gives up. Most of this happens in the background, but it directly affects how your application experiences errors and latency.
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Cyber resilience on AWS: A reference approach for recovery from ransomware and destructive events
Cyber resilience is the ability to recover workloads to a known-good state after an adversary has affected the environment. Prevention works to keep threat actors out and detection works to find them quickly. Cyber resilience focuses on recovery: restoring a trustworthy environment when backups, credentials, or parts of the infrastructure can no longer be assumed
Benchmark and optimize LLMs on-device with AI Edge Portal
LLMs have become more powerful at smaller sizes, but deploying them to edge devices like smartphones remains a massive challenge. Today, developers have to optimize across a sprawling combination of accelerators, operating systems, and countless System-on-a-Chip (SoC) configurations, often relying on manual testing with just a handful of devices. Google AI Edge Portal helps solve
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