Cloud computing news — AWS, Google Cloud, Azure, infrastructure updates, serverless computing, containers, and cloud-native architectures.
According to a talk by Daniel Bryant at GOTO Copenhagen, platform engineering should treat developers as customers and provide composable, self-service "golden bricks" rather than rigid "golden paths" to enable fast and …
Cisco disclosed a critical security vulnerability in its Secure Workload platform, assigning it a perfect 10 out of 10 severity score. The flaw, an authentication bypass issue in the admin API, could allow an attacker to…
API keys used for AI services like Google Gemini are often created without restrictions, making them vulnerable to hijacking and misuse. It recommends creating keys in standalone projects and applying both API and applic…
Security risks associated with Google API keys, particularly for Gemini and other AI services, and provides steps to protect them. It emphasizes that API keys should always be created in a dedicated Google Cloud project …
OpenTofu 1.12.0, released on May 14, 2026, introduces a dynamic `prevent_destroy` feature that allows the setting to be controlled by a variable, resolving a long-standing issue for teams managing shared modules across m…
Backlog recovery time depends on surplus capacity (total processing rate minus arrival rate), and systems provisioned for steady-state traffic have no recovery capacity. The non-linear relationship between utilization an…
The author attended DevWorld 2026 in Amsterdam for the first time, describing it as two days of genuine engineering conversations focused on real-world software development. A key takeaway was that AI has shifted from an…
Google's 2026 I/O conference showcased an AI agent that built a complete operating system from scratch using 2.6 billion tokens at a total API cost of under $1,000, highlighting a dramatic drop in the cost of autonomous …
Automated book-generation pipeline using OpenAI's GPT-4, the workflow automation tool n8n, and a $5 DigitalOcean server to produce Kindle Direct Publishing (KDP) books. The system costs $127 in API fees per quarter but g…
The author used Google Colab, a free cloud-based Python environment, to train an AI for playing an offline card game, as their old MacBook Air could not handle the computational load. It explains the process of mounting …
In 2026, a key challenge in AI runtime governance is "category confusion," where teams mistakenly treat observability traces, billing exports, and governance controls as interchangeable proof for cost allocation decision…
An overly aggressive retry policy in an agent service worsened a partial API outage from Anthropic, causing 18,000 wasted calls and 9 extra minutes of recovery time. The author created a lightweight Rust circuit breaker …
Brian, a 63-year-old VP of Software Engineering, used the AI agent Claude to migrate his company's CI/CD pipeline from GitLab to AWS in 12 hours after a pricing mismatch with GitLab. Claude wrote a retrospective detailin…
At Google I/O 2026, the most impactful announcement for cost-conscious developers was the introduction of a cache-discount pricing tier for Gemini 2.5 Flash, which drastically reduces the cost of input tokens that have b…
Bronto uses AI to automatically generate parsers for unstructured or semi-structured logs, reducing the complexity and maintenance burden of traditional regex-based methods. It details a multi-layered approach that combi…
Orchkit, a composable Go orchestration tool designed to avoid platform lock-in by allowing each of its 63 nodes to function in four different ways. It features a visual drag-and-drop UI and includes built-in integrations…
The Amazon Q Developer CLI has been rebranded and replaced by the new Kiro CLI, reflecting a shift from a simple terminal chatbot to a more advanced "agentic IDE" tool. Unlike its predecessor, Kiro CLI can reason about e…
OpenClaw, an open-source autonomous AI assistant created by former OpenAI employee Peter Steinberger, generated an OpenAI bill of $1.3 million in a single month while running 100 GPT-5.5 agents in production. The cost br…
Nvidia CEO Jensen Huang announced on the company’s earnings call that its new Vera CPU, designed specifically for agentic AI, opens a "brand new $200 billion" market for the company. Huang claims Vera is the first CPU pu…
SpaceX disclosed in its S-1 filing that it provides compute capacity for its proprietary AI applications, including training Grok 5 at COLOSSUS II, while also selling access to third parties. In May 2026, SpaceX signed c…