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

How to Catch AI Code Mistakes Before They Reach Production

Apr 7, 2026 By GitKraken In GitKraken
AI can write code fast, but it makes mistakes humans often don't. In this session from Ole Lensmar, CTO of Testkube, breaks down the real quality risks of AI-generated code and how engineering teams can build guardrails before those bugs hit production. What you'll learn: Common mistakes LLMs make (and which ones are unique to AI) Whether you're a developer leaning on AI to ship faster or a QA lead trying to keep up with the pace of AI-generated code, this talk gives you a practical framework for staying ahead of quality issues.
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civo

7 reasons Civo's UK sovereign cloud secures regulated workloads

Apr 7, 2026 By Civo Team In Civo
Sovereignty is one of those words that gets stretched until it means almost nothing. Vendors apply it to any infrastructure with a UK data center, regardless of who owns the parent company or which jurisdiction's courts govern the contract. For a developer running a personal project, that ambiguity is probably fine. For a fintech under FCA oversight, an NHS trust processing patient data, or a legal firm handling privileged communications, it isn't.
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certkit

CertKit is out of beta

Apr 7, 2026 By Todd H. Gardner In CertKit
CertKit is officially out of beta. We started building CertKit a year ago, and since then over 600 people signed up, issued certificates, and deployed to their infrastructure. Several are running it as their production certificate management platform right now. We built a lot during the beta. Some of it we planned: SSO, team management, alerting. Other things, users had to beat into us. The Keystore came from enterprise security requirements to keep private keys in house.
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resolve

How to Evaluate Enterprise Service Desk Automation Platforms (Before You Buy)

Apr 7, 2026 By John Gorham In Resolve
The market for enterprise service desk automation platforms has matured, but the way most enterprises evaluate them hasn’t. A lot of teams still start in the same place. They pull a shortlist from a review site, they compare pricing tiers, and sit through a few polished demos. Then, somewhere down the line, they realize they still haven’t answered the real questions that matter for their organization. What happens when the environment gets complicated and messy?
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upsun

How instant environment cloning reduces the "Triage Tax"

Apr 7, 2026 By Upsun In Upsun
The most expensive hour in software engineering is the hour spent trying to figure out why a bug exists in production that doesn’t exist anywhere else. For many teams, the first 70% of a debugging cycle isn't spent fixing code; it is spent on "plumbing." This is the time lost to reproducing the issue, wrestling with environment drift, and sanitizing datasets just to get to a starting line.
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env0

Using Open Policy Agent (OPA) with Terraform: Tutorial and Examples [2026]

Apr 7, 2026 By Ned Bellavance In env0
Infrastructure as Code (IaC) solves the provisioning problem. It doesn't solve the governance problem. You can version your Terraform configuration, run it in a pipeline, review every pull request — and still deploy an S3 bucket with public access, a VM with no encryption, or a resource that exceeds your cost budget. Nothing in the standard IaC workflow checks for those things. The reviewer has to know what to look for. And they won't catch it every time. Policy as Code changes that.
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harness

Deterministic by Design: How Harness Grounds AI Agents in Structured Data | Harness Blog

Apr 7, 2026 By Sunil Gattupalle In Harness
When AI agents operate across a multi-module platform like Harness (from CI/CD to DevSecOps to FinOps), the number one goal is to give you answers that are correct, consistent, and grounded in real data. Getting there requires a deliberate architectural choice: when a question can be answered from structured platform data, the agent should use a schema-driven Knowledge Graph rather than raw API calls via MCP. The principle is simple: if the data is modeled, retrieval should be deterministic.
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harness

Phil Christianson on Balancing Innovation and Reliability in Modern Product Teams | Harness Blog

Apr 7, 2026 By Dewan Ahmed In Harness
At SREday NYC 2026, the ShipTalk podcast spoke with Phil Christianson, Chief Product Officer at Xurrent, for a leadership perspective on the intersection of product strategy, engineering investment, and platform reliability. While many of the conversations at the conference focused on tools, automation, and incident response, Phil offered a view from the C-suite level, where decisions about engineering priorities and R&D investment ultimately shape how reliability practices evolve.
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