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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

Stop Vibe Coding Everything: The Case for Spec-Driven Dev

Mar 24, 2026 By GitKraken In GitKraken
Spec-driven development with AI coding agents could change how you build software. In this GitKon 2025 talk, Erik Hanchett, Senior Developer Advocate at AWS, breaks down why AI coding assistants perform dramatically better when they start with structured specifications instead of raw prompts. If you've been vibe coding your way through complex features and wondering why your AI keeps going off the rails, this is the video for you.
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Is Website Hosting Worth It for New Businesses? Security, Risks & Performance

Is Website Hosting Worth It for New Businesses? Security, Risks & Performance

Mar 24, 2026 By OpsMatters In OpsMatters
For many new businesses, building an online presence is no longer optional-it is essential. Whether you are offering products, services, or information, a website helps establish credibility and reach a wider audience. In competitive markets like Singapore, having a reliable website can make a significant difference in how customers perceive your brand. However, one common question among startups is whether investing in website hosting is truly necessary. Concerns about cost, security, and technical complexity often lead businesses to delay or overlook this decision.
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speedscale

FastAPI Testing: Mock LLM APIs for Free

Mar 23, 2026 By Ken Ahrens In Speedscale
Testing a FastAPI app that calls OpenAI, Anthropic, or Gemini gets expensive fast. The problem is not just the API bill in production. It is all the repeated traffic in development: prompt tweaks, CI runs, regression checks, and the load tests you keep putting off because every run burns tokens. Hand-written mocks do not help much once the app is doing multi-step LLM work.
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harness

What Is a DevOps Pipeline? Stages, Benefits, and CI/CD Explained | Harness Blog

Mar 23, 2026 By Chinmay Gaikwad In Harness
A DevOps pipeline is a critical part of modern software delivery. It is a series of automated steps that move code from commit to production quickly, reliably, and consistently. At its core, a DevOps pipeline is a system that helps teams build, test, and release apps in an easier way. It cuts down on manual work and mistakes. This helps teams send out updates more often, make better software, and react quickly when the business needs change.
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harness

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

Mar 23, 2026 By Dewan Ahmed In Harness
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.
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harness

Code Coverage: Measure, Improve, and Scale Quality in CI | Harness Blog

Mar 23, 2026 By Chinmay Gaikwad In Harness
Most engineering teams know the difference between “we have tests” and “we know we’re well-tested.” Your CI builds may be green, but without code coverage, it’s hard to prove how much of your code is actually exercised by automated tests. Code coverage measures what percentage of your code runs during tests (lines, branches, and functions), and when you wire it into CI gates, it becomes an enforceable quality signal and not a vanity metric.
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harness

How to Drive Internal Platform Adoption Developers Love | Harness Blog

Mar 23, 2026 By Bri Strozewski In Harness
Internal platform adoption usually doesn’t fail because developers “hate standards.” It fails because the platform doesn’t make their day easier. If your portal still means waiting, waiting on an environment, waiting on an approval, waiting on the platform team, it becomes one more tab that people stop opening. But if the platform lets engineers get the common stuff done quickly (with guardrails that keep things consistent), they’ll come back on their own.
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pulsant

Drastic RAMifications: how UK businesses can weather the global memory shortage

Mar 23, 2026 By Steve Spittal In Pulsant
Tech headlines are being dominated by the perfect storm that has led to a global shortage of Random Access Memory (RAM). As the short-term, temporary memory that handles data for processing and applications, RAM – and specifically Dynamic Random Access Memory (DRAM) – is a foundational business technology. The primary driver of this shortage is an industry-wide shift to High-Bandwidth Memory (HBM). This is the specialised memory required for artificial intelligence (AI).
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cloudzero

How Vibe Coding A Self-Help App Made Me An AI Believer

Mar 23, 2026 By Larry Advey In CloudZero
For longer than I’m proud of, I was an AI skeptic. Then, over the holidays, I vibe coded an app whose sole purpose was to make me a better person. The app is a motivator. It’s programmed to send me timely reminders along certain themes, like reading every day, making healthy eating choices, and giving myself plenty of time to plan for anniversaries and birthdays.
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cloudzero

NVIDIA's Jensen Huang just described your next big cost problem

Mar 23, 2026 By Keith MacKenzie In CloudZero
On March 18, Jensen Huang took the stage at NVIDIA’s GTC conference in San Jose for a keynote that ran well over two hours — covering everything from CUDA’s 20-year history to humanoid robots that may one day wander Disneyland. But buried inside the spectacle was a remarkably clear-eyed articulation of the economic forces now bearing down on every enterprise that builds on cloud infrastructure.
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